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Measurement, Experimentation & Economics

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  1. MWITA-CR-2026-0001Bei Google-Suchen mit AI Summary klickten Nutzer in der zitierten Pew-Stichprobe seltener auf klassische Resultate als ohne AI Summary (8 % versus 15 %); 26 % statt 16 % der Besuche endeten nach der Ergebnisseite.Evidence A · P0
  2. MWITA-CR-2026-0002Ein GenAI-Assistent erhöhte in einem Feldexperiment mit 5.179 Support-Mitarbeitenden die gelösten Fälle pro Stunde im Mittel um 14 %, bei Novizen und niedriger Qualifizierten um 34 %, mit geringer Wirkung bei erfahrenen Topkräften.Evidence A · P0
  3. MWITA-CR-2026-0004Die geeignete Metatron-Steuerungseinheit ist ein versioniertes Revenue Object mit Offer-ID, Claims/Belegen, Preis/Marge, Rechten, Verfügbarkeit, Policies, Experimenthistorie und Unsicherheit statt einer isolierten Kampagne oder eines Cookies.Evidence D · P0
  4. MWITA-CR-2026-0013AI-Nutzung ist im EU-Banking breit, aber Autonomie und Investment-Services-Adoption bleiben deutlich geringer: EBA meldete 92 % Nutzung bei beobachteten Banken, ESMA zugleich 45 % der Wertpapierfirmen ohne Use Case und 77 % der gemeldeten Use Cases mit geringer oder keiner Autonomie.Evidence B · P0
  5. MWITA-CR-2026-0014UK Open Banking erreichte 2025 mehr als 15 Millionen Nutzer und im November 2025 fast 33 Millionen Pay-by-Bank-Transaktionen; Betreiberangaben sind Marktmonitoring, kein universeller Kausalnachweis für geringeren Fraud oder höheren Wert.Evidence B · P1
  6. MWITA-CR-2026-0016Metatrons belastbare Finance-Option ist eine verifizierbare Economic Coordination Layer für Evidence, Policy, Berechtigung, Simulation und Audit über lizenzierte Partner, nicht autonome unlizenzierte Advice-/Execution.Evidence B · P0
  7. MWITA-CR-2026-0017In METRs randomisierter Studie benötigten 16 erfahrene Open-Source-Entwickler mit frühen 2025er AI-Tools für 246 reale Aufgaben 19 % mehr Zeit, obwohl sie eine Beschleunigung erwarteten.Evidence A · P0
  8. MWITA-CR-2026-0029Share-of-Model-, Citation- und Agent-Handoff-Metriken werden innerhalb von 3–5 Jahren voraussichtlich Bestandteil regulärer Brand- und Channel-Reviews, sofern AI-Antworten und agentische Interfaces substanzielle Discovery- oder Transaktionsanteile erreichen.Evidence C · P1
  9. MWITA-KI-2026-005The FSC reported 69 MyData providers and 117.8 million cumulative subscriptions as of February 2024.Evidence B · P1
  10. MWITA-KI-2026-008Project Hangang was a bounded pilot of wholesale-CBDC infrastructure and tokenized bank deposits, planned for seven banks and up to 100,000 participants from April through June 2025.Evidence B · P1
  11. MWITA-KI-2026-009Statistics Korea reported September 2025 online shopping transaction value of KRW 23.7956 trillion, with mobile at KRW 18.0552 trillion and 75.9% of the total.Evidence A · P1
  12. MWITA-KI-2026-012RBI reported its Digital Payments Index at 465.33 for September 2024, versus 445.50 for March 2024, on a March 2018 base of 100.Evidence A · P0
  13. MWITA-KI-2026-013RBI reported its Digital Payments Index at 493.22 for March 2025, versus 465.33 for September 2024, on a March 2018 base of 100.Evidence A · P0
  14. MWITA-KI-2026-014RBI reported its Digital Payments Index at 516.76 for September 2025, versus 493.22 for March 2025, on a March 2018 base of 100.Evidence A · P0
  15. MWITA-KI-2026-015NPCI's September 2025 retail-payments table reports 19,633.43 million UPI transactions and a published value of 24,897.37 in the table's stated unit.Evidence A · P0
  16. MWITA-KI-2026-016NPCI's August 2025 app statistics reported 9,152.54 million transactions for PhonePe, 7,063.76 million for Google Pay and 1,407.23 million for Paytm, indicating high concentration among reported TPAP activity.Evidence A · P1
  17. MWITA-KI-2026-017ONDC Network Policy Chapter 6 establishes issue and grievance management for complaints involving buyers, sellers and Network Participants.Evidence ungraded · P0
  18. MWITA-KI-2026-020A May 2026 Government of India release reported more than 100 crore health records linked under ABDM, up from 50 crore over 15 months.Evidence B · P1
  19. MWITA-KI-2026-021Government of India releases reported IndiaAI compute capacity exceeding 45,000 GPUs in 2026.Evidence B · P1
  20. MWITA-KI-2026-023MoSPI changed the PLFS methodology from January 2025 and began monthly all-India current-weekly-status estimates plus quarterly State/UT estimates.Evidence A · P0
  21. MWITA-DM-2026-001A strictly proper scoring rule maximizes a forecaster's expected score when the reported distribution equals the forecaster's true belief; Brier's quadratic score is a foundational binary-event implementation.Evidence A · P0
  22. MWITA-DM-2026-002Probabilistic forecast quality must consider calibration and sharpness jointly; a forecaster can be calibrated while remaining uninformative by repeatedly issuing the base rate.Evidence A · P0
  23. MWITA-DM-2026-003The US IARPA ACE program treated probabilistic elicitation, weighting and aggregation as measurable research objects and found that structured crowd-forecasting methods could be compared by accuracy.Evidence B · P2
  24. MWITA-DM-2026-004Impact evaluation estimates change attributable to an intervention over what would have occurred without it; descriptive before/after monitoring alone does not identify that counterfactual.Evidence A · P0
  25. MWITA-DM-2026-005Evaluation planning should begin during intervention design so assignment, comparison groups, data collection and decision timing can preserve the ability to learn.Evidence A · P0
  26. MWITA-DM-2026-006Major research-reporting regimes require advance registration and/or transparent protocol, outcome, analysis, data and code documentation to make post-hoc changes visible.Evidence A · P1
  27. MWITA-DM-2026-007Appraisal should present monetized and unmonetized impacts, distribution, risk and uncertainty; sensitivity analysis and switching values show when a preferred option ceases to be preferred.Evidence A · P1
  28. MWITA-DM-2026-010Trustworthy official statistics require professional independence, scientific methods, transparent sources/methods/procedures, confidentiality, impartial access, correction of misuse and coordination—not only correct formulas.Evidence A · P0
  29. MWITA-DM-2026-011The UN NQAF extends quality assurance across institutions, processes and outputs and explicitly addresses new data sources and providers.Evidence A · P1
  30. MWITA-DM-2026-012The UK Code of Practice for Statistics 3.0 organizes quality around Trustworthiness, Quality and Value and requires producers to explain strengths, limitations and uncertainty while keeping outputs relevant, clear and accessible.Evidence A · P1
  31. MWITA-DM-2026-013NIST AI RMF treats trustworthy AI as a combination of validity/reliability, safety, security/resilience, accountability/transparency, explainability/interpretability, privacy and fairness; the Measure function calls for documented, objective, repeatable or scalable TEVV.Evidence A · P0
  32. MWITA-DM-2026-014NIST's Generative AI Profile centers governance, content provenance, pre-deployment testing and incident disclosure and treats risks across model, application and ecosystem levels.Evidence A · P0
  33. MWITA-DM-2026-015HELM demonstrates a reproducible multi-scenario, multi-metric evaluation architecture and explicitly records missing scenarios/metrics; it does not claim that one model dominates all desiderata.Evidence B · P1
  34. MWITA-DM-2026-016NIST's 2026 AITE program uses blind data in a sequestered environment specifically to reduce train/test contamination and support objective assessment.Evidence C · P1
  35. MWITA-DM-2026-017NIST's 2026 agentic-AI probe research evaluates evidence attribution using separable dimensions of faithfulness, completeness and sufficiency and produces structured audit trails.Evidence C · P1
  36. MWITA-DM-2026-020Metatron will learn more reliably when forecasts, evidence, interventions, decisions and outcomes share stable identifiers and append-only histories than when reports are stored as disconnected documents.Evidence D · P0
  37. MWITA-AP-2026-012Vietnam's Health Ministry reported that only 153 of roughly 1,500 healthcare facilities had declared successful paperless EMR deployment in early April 2025, despite a national target for all hospitals by September 2025.Evidence B · P1
  38. MWITA-AF-2026-003The Central Bank of Kenya's December 2025 table reports 473,536 active mobile-money agents, 89.46 million registered accounts, 217.58 million agent cash-in/cash-out transactions, and KSh 722.53 billion in transaction value for that month.Evidence A · P0
  39. MWITA-AF-2026-004BCEAO reports that PI-SPI, launched 30 September 2025 as a 24/7 interoperable instant-payment platform, had 80 connected participants on 2 April 2026: 59 banks, 9 electronic-money institutions, 11 microfinance institutions, and 1 payment institution.Evidence A · P0
  40. MWITA-AF-2026-005BCEAO's report for 2024 records approximately 248 million digital financial-service accounts in UEMOA, of which 76.9 million were active under the report's definition.Evidence A · P1
  41. MWITA-AF-2026-008IrokoBench's peer-reviewed evaluation of 17 human-translated low-resource African languages found the best tested open model, Gemma 2 27B, reached 63% of the best tested proprietary model GPT-4o across its benchmark, while translate-to-English improved some larger English-centric models.Evidence A · P0
  42. MWITA-AF-2026-009AfriHuBERT reports continued self-supervised pretraining on more than 10,000 hours spanning 1,226 African languages or dialects plus four widely used non-African languages, with gains on FLEURS language identification and speech recognition relative to mHuBERT-147.Evidence A · P1
  43. MWITA-AF-2026-010Kenya's communications regulator reports for October–December 2025 that mobile phones overwhelmingly dominated access to digital and social media, while broadcast television and radio remained material audience and advertising channels.Evidence B · P1
  44. MWITA-AF-2026-011AfroXLMR-Social reports task-specific F1 improvements of 1–30% after domain-adaptive pretraining on AfriSocial social-media text across 19 languages, and identifies religious-corpus domain bias in prior language models.Evidence A · P1
  45. MWITA-AF-2026-013Kenya's Ministry of Health reported on 13 January 2025 that 17.8 million people had registered with the Social Health Authority and 8,500 facilities had enrolled on its provider portal, with 87% of those facilities having logged in.Evidence B · P0
  46. MWITA-AF-2026-015WHO Africa's 2025 annual report says more than 1,500 health facilities in Ethiopia, Uganda, and Zambia were solar-electrified, benefiting an estimated 13 million people.Evidence B · P1
  47. MWITA-AF-2026-016Kenya's EPRA reports that renewables supplied 80.17% of the electricity mix in the financial year ended 30 June 2025; it also records completion of the 400 kV Kenya–Tanzania interconnector in December 2024.Evidence A · P0
  48. MWITA-AF-2026-017Eskom reports that FY2025 load-shedding fell to 13 days and 175 hours from 329 days and 6,367 hours in FY2024, while profit before tax returned to R23.9 billion.Evidence B · P1
  49. MWITA-AF-2026-019Statistics South Africa estimated an official unemployment rate of 33.2% in Q2 2025, with 16.8 million employed people, 8.4 million unemployed people, and an expanded unemployment rate of 42.9%.Evidence A · P0
  50. MWITA-AF-2026-020Ghana Statistical Service's February 2025 productivity report estimates that 67.5% of employment was in the informal sector in 2023.Evidence A · P1
  51. MWITA-ME-2026-006CBUAE reports that its open-finance initiative went live in 2025, with two banks and two third-party providers meeting operational requirements and centralized infrastructure enabling Nebras Open Finance operations.Evidence A · P0
  52. MWITA-ME-2026-008SAMA reports electronic payments represented 79% of Saudi retail payments in 2024, up from 70% in 2023, with 12.6 billion non-cash transactions versus 10.8 billion a year earlier.Evidence A · P0
  53. MWITA-ME-2026-009Qatar Central Bank's December 2025 infographic records 3.187 million instant-payment transactions worth QAR 5.092 billion and 521,567 Qatar Mobile Payment transactions worth QAR 329.963 million for the month.Evidence A · P0
  54. MWITA-ME-2026-010Central Bank of Kuwait's 2025 table records 119.7845 million Wamdh instant-payment transactions worth KD 8.7375 billion, with quarterly volume rising through Q4.Evidence A · P1
  55. MWITA-ME-2026-011Central Bank of Jordan reports 206.9 million transactions worth about JD 30.6 billion across JoMoPay, CliQ and eFAWATEERcom in 2024; CliQ had 4.3 million users and JD 12.1 billion in transaction value.Evidence A · P0
  56. MWITA-ME-2026-012Bahrain's national payment infrastructure operator BENEFIT reports 494.0 million EFTS transactions worth BD 37.5 billion across Fawri, Fawri+ and Fawateer in 2025.Evidence B · P1
  57. MWITA-ME-2026-015Saudi GASTAT estimated Q2 2025 unemployment at 3.2% for Saudis and non-Saudis combined but 6.8% for Saudis; Saudi female unemployment was 11.3% and participation 34.5%.Evidence A · P0
  58. MWITA-ME-2026-016Jordan's Department of Statistics estimated unemployment at 21.3% in Q1 2025, including 18.6% for males and 31.2% for females.Evidence A · P0
  59. MWITA-ME-2026-020Saudi Arabia's Health Sector Transformation Program reported for 2025 that the Sehhaty application exceeded 31 million beneficiaries and the virtual hospital served more than 365,000 beneficiaries through 241 connected facilities.Evidence B · P1
  60. MWITA-ME-2026-021Jordan's energy ministry stated that wind and solar supplied about 27% of the electricity mix by the end of 2024, up from 0.5% in 2014.Evidence B · P1
  61. MWITA-ME-2026-023Dubai's 2025 State of AI Report assessed more than 100 high-impact government AI use cases that were deployed or in development across urban planning, health, mobility, finance, procurement, hiring, compliance and decision support.Evidence B · P1
  62. MWITA-ME-2026-025DialectalArabicMMLU manually adapted 3,000 question-answer pairs into each of five dialects—Syrian, Egyptian, Emirati, Saudi and Moroccan—across 32 domains and found substantial performance variation among 19 tested open-weight models.Evidence A · P0
  63. MWITA-ME-2026-026TounsiBench evaluated ten widely used LLMs on 744 Tunisian-Arabic instructions with human-written references and found that most tested models struggled to recognize and respond in Tunisian Arabic.Evidence A · P1
  64. MWITA-ME-2026-027Atlas-Chat reports that its 9B Moroccan-Darija-adapted model outperformed a larger 13B comparator by 13% on the paper's DarijaMMLU suite and improved both discriminative and generative tasks.Evidence A · P1
  65. MWITA-ME-2026-028AraDiCE introduced seven post-edited dialect datasets plus Modern Standard Arabic and a cultural benchmark for Gulf, Egypt and Levant contexts; Arabic-specific models performed better on dialectal tasks but still showed material identification, generation and translation gaps.Evidence A · P1
  66. MWITA-WD-2026-004The ECB's 2025 digital-euro innovation platform involved more than 70 public and private participants testing or exploring capabilities including conditional payments for mobility and e-commerce, while issuance remained contingent on legislation and a later Governing Council decision.Evidence A · P1
  67. MWITA-WD-2026-009EIA reports that utility-scale wind and solar generated 760,000 GWh and 17% of US electricity in 2025; including estimated small-scale solar raises the combined share to 19%, while dispatchable gas, coal and nuclear remained 75% of utility-scale generation.Evidence A · P1
  68. MWITA-WD-2026-018Official UK statistics report record renewable generation of 152.5 TWh and a 52.5% share of electricity generation in 2025, while gas still supplied 31.5% of generation.Evidence A · P1
  69. MWITA-WD-2026-023Project Acacia's 2026 final report records 12 real-money/real-asset pilots and eight simulated proofs of concept conducted from August 2025 to February 2026, finding potential benefits but unresolved coordination, legal and regulatory barriers to scaling tokenised markets.Evidence A · P1
  70. MWITA-WD-2026-027New Zealand's 2026 official energy report records 2025 renewables at 47.7% of primary energy supply, 32% of final consumption and 88.5% of electricity generation, alongside record solar/geothermal output and continuing gas-supply constraints.Evidence A · P1
  71. MWITA-MB-2026-002Meridian recommends using incrementality experiments to calibrate channel ROI priors, while warning that experiment and MMM must target the same causal quantity and time/channel scope.Evidence A · P1
  72. MWITA-MB-2026-004GeoLift's multi-cell workflow shows that two cells can each have significant lift while their wide comparative uncertainty prevents declaring one strategy the winner.Evidence A · P1
  73. MWITA-MB-2026-011The 2025 international joint testing exercise coordinated AI safety institutes to refine common agentic-evaluation practices; its stated goal was evaluation science and shared methods, not certifying models as safe.Evidence A · P1
  74. MWITA-MB-2026-022FDA's 2025 request for comment states that retrospective tests and static benchmarks provide a baseline but are not designed to predict dynamic real-world behavior, motivating ongoing monitoring for drift and performance variation.Evidence A · P1
  75. MWITA-MB-2026-023CONSORT 2025 and SPIRIT 2025 specify minimum reporting for randomized trials; AI extensions require algorithm version, inputs, outputs, error handling and human-AI interaction to be described.Evidence A · P1
  76. MWITA-AI-2026-019The FTC's 2025 final order prohibited deceptive AI-lawyer claims after finding that DoNotPay had not tested the service against a human lawyer or retained attorneys to validate those claims.Evidence A · P1
  77. MWITA-AI-2026-021NIST AI 100-2e2025 organizes evasion, poisoning, privacy and misuse attacks across the AI lifecycle, while OWASP's Excessive Agency guidance emphasizes minimizing extensions, functionality, permissions and autonomy with complete mediation.Evidence A · P1
  78. MWITA-AI-2026-022The European Commission's September 2025 consultation proposed guidance and a template for serious-incident reporting under AI Act Article 73, with the relevant high-risk-system rules due to apply from August 2026.Evidence A · P1
  79. MWITA-FC-2026-007ESMA's June 2025 review described initially limited uptake of the DLT Pilot Regime and only a small set of authorized market infrastructures, while recommending pathways toward a more permanent framework.Evidence A · P1
  80. MWITA-FC-2026-019The Baku-to-Belém Roadmap calls for scaling all-source climate finance to developing countries to at least USD 1.3 trillion per year by 2035; it is a coordination roadmap, not money already committed or disbursed.Evidence A · P1
  81. MWITA-FC-2026-023SEC extended mandatory Treasury clearing compliance to December 2026 for eligible cash trades and June 2027 for eligible repo trades to address operational and interpretive implementation issues.Evidence A · P1
  82. MWITA-ST-2026-003Coinbase preliminarily estimated USD 180–400 million of remediation and voluntary reimbursement expense from the incident, while explicitly stating that the full financial impact was unknown and the estimate could change materially.Evidence A · P1
  83. MWITA-ST-2026-005PIPC imposed a KRW 134.79 billion penalty, KRW 91 million fine and correction orders on SK Telecom after its investigation, separating the regulatory consequence from the underlying breach event.Evidence A · P1
  84. MWITA-ST-2026-008During the Google Cloud incident, the provider's service-health infrastructure and some customer monitoring on Google Cloud also failed, delaying the first incident report and leaving some customers without a signal.Evidence A · P1
  85. MWITA-ST-2026-014The FBI reported that Operation Level Up had notified more than 8,000 cryptocurrency-investment-fraud victims and reduced losses by more than USD 500 million since inception.Evidence A · P1
  86. MWITA-ST-2026-017Singapore Police reported recovering more than SGD 139 million in scam proceeds and avoiding at least SGD 348 million in potential losses through alerts and interventions in 2025.Evidence A · P1
  87. MWITA-ST-2026-019NIST SP 800-63 Revision 4 added expanded fraud controls, controls for injection attacks and forged media, syncable authenticators, subscriber-controlled wallets and recommended continuous evaluation metrics.Evidence A · P1
  88. MWITA-ST-2026-020In a synthetic retail-payments experiment, BIS Project Hertha found that combining payment-system analytics with bank or PSP analytics identified 12% more illicit accounts overall and improved results for new typologies by 26% relative to bank/PSP analytics alone.Evidence A · P1
  89. MWITA-ST-2026-021The Financial Stability Board finalized FIRE in April 2025 as a flexible common format and machine-readable taxonomy for financial cyber and operational incident reporting across jurisdictions.Evidence A · P1
  90. MWITA-ST-2026-022The European Commission published a 2025 round of implementing regulations for relying-party registration, certified-wallet lists, breach reactions and cross-border identity matching under the EU Digital Identity Wallet framework.Evidence A · P1
  91. MWITA-ST-2026-023ENISA analyzed 4,875 incidents from July 2024 through June 2025; DDoS represented 77% of incidents, while ransomware was assessed as the most impactful threat, illustrating that event counts and harm rankings differ.Evidence A · P1
  92. MWITA-ST-2026-024A Korean PIPC release relayed KT's analysis that its in-context voice-phishing detection service achieved 91.6% detection accuracy and KRW 71 billion in prevention effects before the expanded voice-recognition service launch.Evidence B · P1
  93. MWITA-RL-2026-004In August 2025, NPCI's UPI table recorded 12,705.16 million person-to-merchant transactions and 7,303.15 million person-to-person transactions.Evidence A · P1
  94. MWITA-RL-2026-005NPCI's August 2025 payer-app table recorded 9,152.54 million UPI transactions for PhonePe and 7,063.76 million for Google Pay.Evidence A · P1
  95. MWITA-RL-2026-007In the second half of 2025, Pix represented 54.7% of transaction count but 28.6% of transaction value in Banco Central do Brasil's monitored payment instruments; TED represented 34.7% of value.Evidence A · P1
  96. MWITA-RL-2026-013Japan's transport ministry reported average truck-driver duty time of 10 hours 13 minutes per trip and waiting/handling time of 2 hours 2 minutes for representative operating days in April-August 2025; duty time fell 1 hour 33 minutes and waiting/handling fell 1 hour 16 minutes versus its 2024 survey.Evidence A · P1
  97. MWITA-RL-2026-015UNCTAD's 2025 Port Performance Scorecard used 26 indicators across six categories and covered 76 ports: 11 in Africa, 15 in the Americas, 8 in Asia and 42 in Europe; reporting counts varied by year and missing values were not imputed.Evidence A · P1
  98. MWITA-RL-2026-016A BIS working paper using data on 86,163 finance apps in 95 countries over 2012-2022 found higher finance-app adoption after retail fast-payment-system launches, with stronger associations in lower-income economies and for fintech or big-tech apps than incumbent-bank apps.Evidence B · P1
  99. MWITA-RL-2026-017A study of 12,733 drone-delivered blood-product orders to 20 Rwandan health facilities found mean delivery time of 49.6 minutes, 79 minutes faster than regional blood-centre road estimates and 98 minutes faster than Google Maps estimates.Evidence A · P1
  100. MWITA-RL-2026-018The same Rwandan study estimated 7.1 fewer blood-unit expirations per month after drone delivery began, corresponding to a 67% reduction at 12 months.Evidence A · P1
  101. MWITA-RL-2026-019A 2026 staggered-rollout study of Rwandan public hospitals found lower red-blood-cell inventory and wastage after drone adoption and reductions in in-hospital mortality for postpartum hemorrhage and trauma concentrated among hospitals closer to a drone port.Evidence A · P1
  102. MWITA-PS-2026-001The World Bank's 2025 GTMI found positive but uneven progress since 2022, with the gap widening between high-maturity Group A and low-maturity Group D economies and lower-income regions lagging.Evidence A · P1
  103. MWITA-PS-2026-002GTMI 2025 reported that more economies had policies, systems and digital services, but explicitly identified weak monitoring of actual use and uptake as a persistent gap.Evidence A · P1
  104. MWITA-PS-2026-005GAO found that AI use cases reported by 11 selected federal agencies nearly doubled from 571 in 2023 to 1,110 in 2024, while reported generative-AI use increased ninefold.Evidence A · P1
  105. MWITA-PS-2026-006GAO found 126 IRS AI use cases labeled active as of June 2025, but more than 25% did not include information on how the use case was intended to benefit the agency and the inventory was incomplete.Evidence A · P1
  106. MWITA-PS-2026-007OMB M-25-21 directed U.S. executive agencies to accelerate AI use while maintaining safeguards for civil rights, civil liberties and privacy and replaced the prior 2024 memorandum.Evidence A · P1
  107. MWITA-PS-2026-008OMB M-25-22 instructed covered agencies to use clear requirements, support competition, avoid lock-in and track acquired AI performance and risk, while excluding intelligence-community elements from its scope.Evidence A · P1
  108. MWITA-PS-2026-010GovTech Singapore reported that pilot users of the Noms by Pair beta saved about 50% of the time spent writing meeting minutes.Evidence B · P1
  109. MWITA-PS-2026-013Brazil's 2025 message to Congress attributed an estimated BRL 13.2 billion of savings in 2024 to data-interoperability initiatives enabled by GOV.BR.Evidence B · P1
  110. MWITA-PS-2026-017The 2025 UK review reported only 9% of major technology programmes rated green and said technology programmes were 60% more likely to be rated red than non-technology projects.Evidence A · P1
  111. MWITA-PS-2026-018DSIT reported that more than 10,000 real business users asked GOV.UK Chat nearly 24,000 questions and received answers judged relevant in 90% of cases during the pilot.Evidence A · P1
  112. MWITA-PS-2026-019The Interoperable Europe Act made interoperability assessments a requirement for relevant new or substantially modified binding requirements, while a 2025 implementation study consulted 132 stakeholders across nearly all member states.Evidence A · P1
  113. MWITA-PS-2026-020Canada launched its first AI Strategy for the federal public service in March 2025 after public and expert consultation, framing safe, ethical and responsible use for operations and service delivery.Evidence A · P1
  114. MWITA-PS-2026-021The UK's 2025 inclusion survey found that 52% of surveyed biometric identity services offered a non-biometric route and only 41% recorded biometric accuracy for different demographic groups.Evidence A · P1
  115. MWITA-PS-2026-022NATO's 2025 Rapid Adoption Action Plan set a general goal for Allies to acquire and begin integrating new technological products within 24 months and to complete incremental test, evaluation, verification and validation activities within 12 months after identifying solutions.Evidence A · P1
  116. MWITA-PS-2026-023After publishing JSP 936, each UK Ministry of Defence component organization nominated a Responsible AI Senior Officer responsible for processes, policy and escalation against ethical principles.Evidence A · P1
  117. MWITA-PS-2026-024The UK Ministry of Defence announced a vendor-neutral AI Model Arena pilot intended to assess up to 100 models simultaneously across performance, reliability, robustness and security before triage into procurement pathways.Evidence A · P1
  118. MWITA-BL-2026-001China's NMPA conditionally approved amimestrocel injection through priority review for steroid-refractory acute graft-versus-host disease with predominant gastrointestinal involvement in patients aged 14 years and older.Evidence A · P1
  119. MWITA-BL-2026-002China's NMPA conditionally approved ciltacabtagene autoleucel for adults with relapsed or refractory multiple myeloma after at least three prior lines of therapy meeting the stated regimen conditions.Evidence A · P1
  120. MWITA-BL-2026-003In an open-label Indian phase 1/2 study of talicabtagene autoleucel, 37 of 51 efficacy-evaluable patients with relapsed or refractory B-cell malignancies responded, an overall response rate of 73% (95% CI 59%-83%).Evidence A · P1
  121. MWITA-BL-2026-004The same Indian talicabtagene autoleucel study reported grade 3-or-worse neutropenia in 55 of 57 treated patients and two treatment-related deaths.Evidence A · P1
  122. MWITA-BL-2026-006Anvisa kept Elevidys commercialization, distribution, manufacturing, import, promotion and use temporarily suspended in September 2025 while investigating fatal acute liver failure reported with the AAVrh74 platform; about ten Brazilian patients had received Elevidys without similar reported cases at that time.Evidence A · P1
  123. MWITA-BL-2026-012In the Japanese autonomous-lab study, the best Bayesian-screened condition appeared 94.7% better than base medium for cell growth, but a later factor-analysis experiment under that condition was only 2.9% better; maximum growth across scale checks was 31.7% higher.Evidence A · P1
  124. MWITA-BL-2026-013The same autonomous laboratory did not identify a nutrient condition that materially improved glutamic-acid productivity; the authors concluded that nutrient concentration alone was insufficient for the more complex production objective.Evidence A · P1
  125. MWITA-BL-2026-015A 2025 study of engineered Yarrowia lipolytica reported consumption of 310 g/L glucose within 46 hours in batch cultures at 3, 100 and 200 L, versus more than 72 hours for the parental strain.Evidence A · P1
  126. MWITA-BL-2026-016A 2025 Japanese study converting whey into edible Aspergillus oryzae biomass reported reductions of 90% in biological oxygen demand, 91% in chemical oxygen demand, 62% in total nitrogen and 95% in total phosphorus in the treated whey.Evidence A · P1
  127. MWITA-BL-2026-018WHO's 2025 African Region report states that COVID-19 sequencing output increased from fewer than 5,500 sequences in 2020 to more than 183,500 in 2025, while mpox sequencing rose from fewer than 500 in July 2024 to more than 2,700 in November 2025.Evidence A · P1
  128. MWITA-BL-2026-019FDA granted accelerated approval to Kresladi in March 2026 for severe leukocyte adhesion deficiency type I based on increased neutrophil CD18 and CD11a expression as a surrogate reasonably likely to predict clinical benefit.Evidence A · P1
  129. MWITA-BL-2026-020In November 2025 FDA added a Boxed Warning for serious liver injury and acute liver failure to Elevidys and restricted the indication to ambulatory patients aged four years and older after fatal acute liver-failure reports in non-ambulatory patients.Evidence A · P1
  130. MWITA-BL-2026-021FDA approved Waskyra in December 2025 for eligible patients with Wiskott-Aldrich syndrome and no suitable matched related stem-cell donor, using regulatory flexibility and post-market commitments; the applicant was a nonprofit.Evidence A · P1
  131. MWITA-DS-2026-004NBS states that the annual communiqué's population is a year-end estimate whereas the one-percent survey estimates population at 1 November 2025, so the two figures are not interchangeable.Evidence A · P1
  132. MWITA-LI-2026-001Brazil's CNJ reported 39.4 million new court cases in 2024 while pending cases fell by 3.5 million to 80.6 million at year-end.Evidence A · P1
  133. MWITA-LI-2026-002CNJ reported a 113.6% clearance rate for 2024 while the congestion rate remained 64.3%.Evidence A · P1
  134. MWITA-LI-2026-005The Central Bank of Nigeria reported that 32 of 35 reviewed commercial and non-interest bank websites were fully compliant with complaint-handling channel requirements, one partly compliant and two non-compliant.Evidence A · P1
  135. MWITA-LI-2026-006CBN reported 4,398 escalated complaints in the second half of 2024, down 73.39% from 16,527 in the first half.Evidence A · P1
  136. MWITA-LI-2026-007Hong Kong's SFC reported fines of HKD84.45 million against 13 companies and discipline of 23 individuals in 2025-26.Evidence A · P1
  137. MWITA-LI-2026-008SFC's 2025-26 report lists court-ordered asset restraints across several market-manipulation matters, including HKD394 million in one matter and HKD219 million in another.Evidence A · P1
  138. MWITA-LI-2026-009SFC said HSBC disclosure failures caused by data-recording and mapping deficiencies affected more than 4,200 research reports published from 2013 to 2021 and imposed a HKD4.2 million fine in 2025.Evidence A · P1
  139. MWITA-LI-2026-010Japan's FSA reported business-improvement orders to four non-life insurers in March 2025 following information leakage incidents involving insurance agents.Evidence A · P1
  140. MWITA-LI-2026-011Japan's FSA reported that a revision proposal for the Insurance Business Act passed in May 2025 as part of its response to industry misconduct.Evidence A · P1
  141. MWITA-LI-2026-012The Philippine Insurance Commission reported life-insurance premiums of PHP299.45 billion through September 2025, up 13.77% year on year, while total benefit payments were PHP91.67 billion, down 1.06%.Evidence A · P1
  142. MWITA-LI-2026-013SUSEP states that its weekly market database is drawn from periodic forms submitted by supervised companies and can change after regulator analysis and data reloads.Evidence A · P1
  143. MWITA-LI-2026-014APRA's December 2025 release covers 13 life insurers writing direct business and reports acceptance, payment time, disputes and cancellation metrics.Evidence A · P1
  144. MWITA-LI-2026-015FCA reported claims costs equal to 54% of motor premiums and 46% of combined home premiums in 2024, versus 56% and 45% in 2023.Evidence A · P1
  145. MWITA-LI-2026-016FCA found firm-level home-insurance claim acceptance bands ranging from 50-55% to 95-100% and warned that reporting interpretations may be inconsistent.Evidence A · P1
  146. MWITA-LI-2026-017SRA-sponsored research found that 12% of 138 surveyed sole practitioners and small firms had adopted generative AI.Evidence B · P1
  147. MWITA-LI-2026-019The Legal Services Board's 2026 review found that 58% of identified relevant standards were non-binding and that protections were weakest for vulnerable-user identification, specialist referral and redress.Evidence B · P1
  148. MWITA-TH-2026-010Malaysia's aviation consumer report put international on-time performance at 73.1% in the first half of 2025, 4.6 percentage points above the preceding half-year.Evidence A · P1
  149. MWITA-TH-2026-011CAAM reported that no Malaysian carrier consistently achieved the 85% international on-time-performance benchmark across all months in the first half of 2025.Evidence A · P1
  150. MWITA-TH-2026-015EUROCONTROL estimated gate-to-gate CO2 emissions in the Network Manager area increased by 9.8 million tonnes, or 5%, in 2025 versus 2024 while flights increased 4%.Evidence A · P1
  151. MWITA-TH-2026-018ICAO reported that 128 states submitted emissions reports through the CORSIA Central Registry in 2025, covering 99% of international aviation CO2.Evidence A · P1
  152. MWITA-TH-2026-019ICAO reported that airlines were first required in 2025 to offset covered 2024 CO2 emissions under CORSIA's first phase.Evidence A · P1
  153. MWITA-PW-2026-013GASTAT states that its updated quarterly real-estate price index integrates transaction data from all administrative regions with multiple sources and geospatial AI models.Evidence A · P1
  154. MWITA-PW-2026-018BCA defines building energy-use intensity as annual electricity consumption divided by gross floor area and requires annual submissions for covered buildings of at least 5,000 square metres.Evidence A · P1
  155. MWITA-PW-2026-019BCA states that initial audit notices target covered buildings above their sub-typology EUI threshold for three consecutive years, generally the highest-consuming 25%, with notices effective from 30 September 2025.Evidence A · P1
  156. MWITA-PW-2026-020GSA's 2026 guidance defines reported daily occupancy as physically present employees and contractors, excluding remote workers and people on official travel.Evidence A · P1
  157. MWITA-IFD-2026-012AIIB's 2025 business plan defines project implementation readiness using the number of months between project approval and first cash disbursement.Evidence A · P1
  158. MWITA-IFD-2026-013AIIB's 2025 business-plan methodology excludes policy-based financing from its annual disbursement ratio and implementation-readiness measures because such operations would distort them.Evidence A · P1
  159. MWITA-PB2B-2026-006A Government of India release reports that an IIT Delhi study covering FY2023-24 through FY2025-26 estimated monetized price and process benefits of INR86,571.69 crore on GeM.Evidence B · P1
  160. MWITA-PB2B-2026-007The same government release says the IIT Delhi study found GeM prices lower for 74.3% of 101 items compared with other e-marketplaces, with a spend-weighted saving of 13.6%.Evidence B · P1
  161. MWITA-PB2B-2026-010ChileCompra explicitly states that the purchase orders used to calculate transacted amounts are commitments and not payments by public bodies.Evidence A · P1
  162. MWITA-PB2B-2026-011ChileCompra reported preliminary 2025 public-procurement savings of USD381,049,227.Evidence B · P1
  163. MWITA-PB2B-2026-013ChileCompra's consolidated methodology estimates USD1.191 billion in savings across public tenders, framework agreements and coordinated purchases during 2023-2025.Evidence B · P1
  164. MWITA-SST-2026-001BEA estimated that the U.S. space economy accounted for $142.5 billion, or 0.5%, of U.S. GDP in 2023.Evidence A · P1
  165. MWITA-SST-2026-002BEA reported 6.3% current-dollar space-economy GDP growth but only 0.6% real growth in 2023.Evidence A · P1
  166. MWITA-SST-2026-018The DIANA registry describes proposed technologies such as space propulsion, orbital security and laser communication, but provides no common operational outcome data on the registry page.Evidence B · P1
  167. MWITA-SST-2026-024In June 2025 the Commission reported agreement on an EU-wide mapping and coordinated risk-assessment approach for submarine cables.Evidence A · P1
  168. MWITA-SST-2026-026BEA's March 2026 landing page states that it will no longer regularly produce the U.S. space-economy statistics, whose latest release covers 2023.Evidence A · P1
  169. MWITA-MM-2026-003UN DESA states that 60 countries and areas received a full trend reassessment in the 2024 edition; remaining estimates extrapolate the 2020 edition.Evidence A · P1
  170. MWITA-MM-2026-007World Bank Remittance Prices Worldwide reported a global average quoted cost of 6.36% for the monitored transfer scenario in Q3 2025.Evidence A · P1
  171. MWITA-MM-2026-008For a $200 transfer in Q1 2025, World Bank RPW reported average receiving-market costs of 6.95% for South Africa and 4.98% for Mexico.Evidence A · P1
  172. MWITA-MM-2026-009RPW measures quoted prices in selected corridors; it does not establish which services migrants used or the household outcomes of those transfers.Evidence A · P1
  173. MWITA-MM-2026-010The World Bank estimated officially recorded remittances to low- and middle-income countries at $685 billion for 2024, rather than reporting a final administrative total.Evidence B · P1
  174. MWITA-MM-2026-012BSP reported $34.493 billion of 2024 cash remittances channeled through banks, below the broader $38.341 billion personal-remittance measure.Evidence A · P1
  175. MWITA-MM-2026-015For the common source-country set in RBI's 2023–24 survey, advanced economies accounted for 51.0% of remittances and GCC countries 33.7%.Evidence A · P1
  176. MWITA-MM-2026-020MOM reported non-resident employment growth of 43,900 in 2025, driven by Work Permit hiring in construction, while resident employment grew 11,600.Evidence A · P1
  177. MWITA-MM-2026-021For 2024–25, Australia reported 25,404 regional-category lodgements, 32,948 program outcomes and 34,087 cases on hand at 30 June.Evidence A · P1
  178. MWITA-MM-2026-022Home Affairs reported 9.5 million migration and temporary visa applications received in 2024–25 and finalized a volume equal to 95.7% of applications received during that program year.Evidence A · P1
  179. MWITA-MM-2026-025Eurostat reported 4.607 million single permits in 2024; 67.6% were extensions or status changes and 32.4% were first permits.Evidence A · P1
  180. MWITA-MM-2026-027IRCC reported 98,905 Express Entry invitations to apply in 2024; invitations are upstream of applications and admissions.Evidence A · P1
  181. MWITA-MM-2026-029IRCC reported that new worker and student arrivals fell by 361,935, or 53%, in 2025 compared with 2024 after multiple policy measures.Evidence B · P1
  182. MWITA-QE-2026-001USTC reports a 105-qubit superconducting prototype and benchmark fidelities for Zuchongzhi 3.0.Evidence ungraded · P1
  183. MWITA-QE-2026-002USTC reports one million random-circuit samples in hundreds of seconds and estimates 5.9 billion years for a classical supercomputer on that benchmark.Evidence ungraded · P1
  184. MWITA-QE-2026-006The Chinese Academy of Sciences reports EAST sustained high-confinement plasma operation for 1,066 seconds in January 2025.Evidence ungraded · P1
  185. MWITA-QE-2026-011CNNC states that Zhangzhou Unit 1 is expected to generate more than 10 billion kWh annually.Evidence ungraded · P1
  186. MWITA-QE-2026-013India's Department of Atomic Energy reports 56,681 million units of nuclear generation and an 86.61% plant load factor for FY2024-25.Evidence ungraded · P1
  187. MWITA-QE-2026-015The IAEA records approximately 379.7 GWe of nuclear capacity in operation worldwide at the end of 2024.Evidence ungraded · P1
  188. MWITA-QE-2026-020DOE's inspector general found that restrictive sole-source requirements in a HALEU procurement created competition and value risks.Evidence ungraded · P1
  189. MWITA-QE-2026-021Kazatomprom reported 2025 uranium production of 25,839 tonnes on a 100% basis and 13,519 tonnes on an attributable basis.Evidence ungraded · P1
  190. MWITA-QE-2026-022Kazatomprom reported 18,494 tU of 2025 group sales and 6,636 tU of year-end inventory alongside higher 100%-basis production.Evidence ungraded · P1
  191. MWITA-QE-2026-023IRENA reports global renewable power capacity reached 4,448 GW after 585 GW of additions in 2024.Evidence ungraded · P1
  192. MWITA-QE-2026-024China's National Energy Administration reports renewable installed capacity reached 2.34 billion kW in 2025, about 60% of total power capacity.Evidence ungraded · P1
  193. MWITA-QE-2026-025China's National Energy Administration reports renewable generation of 3.99 trillion kWh in 2025, about 38% of total generation.Evidence ungraded · P1
  194. MWITA-QE-2026-026India's Ministry of New and Renewable Energy reports 262.74 GW of non-fossil capacity, 51.5% of installed capacity, and 44.5 GW added through November 2025.Evidence ungraded · P1
  195. MWITA-QE-2026-027The European Innovation Council selected 71 companies in February 2025, with up to €161 million in grants and approximately €226 million in proposed equity investments.Evidence ungraded · P1
  196. MWITA-QE-2026-028The EIC selected 40 startups in June 2025 for almost €230 million in proposed combined support.Evidence ungraded · P1
  197. MWITA-QE-2026-029The EIC 2025 Impact Report states that the EIC Fund had invested more than €1 billion cumulatively.Evidence ungraded · P1
  198. MWITA-AE-2026-001The final IAB/MRC Attention Measurement Guidelines version 1.0 describes four primary approach families: data signals, visual/audio tracking, physiological/neurological observation, and panel- or survey-based methods.Evidence A · P1
  199. MWITA-AE-2026-002The IAB/MRC framework distinguishes viewability, an opportunity for an ad to be seen, from attention, the likelihood that it was noticed or engaged with.Evidence A · P1
  200. MWITA-AE-2026-003The 2025 IAB/MRC framework states that attention is complementary and is not a standalone measure of ad effectiveness or business results.Evidence A · P1
  201. MWITA-AE-2026-004The IAB/CIMM marketer playbook describes attention metrics as probabilistic and advises against treating attention as a binary outcome or universal currency.Evidence A · P1
  202. MWITA-AE-2026-005IAB and IAB Europe’s 2025 commerce-media incrementality guidelines distinguish experiments, model-based counterfactuals, econometric models and hybrid proxies.Evidence A · P1
  203. MWITA-AE-2026-006The 2025 IAB commerce-media guidance centers credible counterfactuals, bias control and separation of signal from noise as three principles for incrementality measurement.Evidence A · P1
  204. MWITA-AE-2026-007The commerce-media guidance places randomized experiments at the strongest direct level for estimating whether advertising caused additional outcomes under the tested conditions.Evidence A · P1
  205. MWITA-AE-2026-008The IAB guidance treats assigning credit to observed sales and estimating sales that would not have occurred without media as different measurement questions.Evidence A · P1
  206. MWITA-AE-2026-009Kuaishou reported RMB81.5 billion in online marketing-services revenue for 2025, up 12.5% from 2024.Evidence A · P1
  207. MWITA-AE-2026-010Kuaishou said online marketing services contributed 57.1% of its RMB142.8 billion total revenue in 2025.Evidence A · P1
  208. MWITA-AE-2026-011Kuaishou management attributed roughly 5% growth in domestic online marketing-services revenue in Q4 2025 to its generative recommendation and intelligent-bidding models.Evidence C · P1
  209. MWITA-AE-2026-012Kuaishou reported RMB4.0 billion of Q4 2025 online-marketing spend associated with AIGC marketing materials.Evidence B · P1
  210. MWITA-AE-2026-013NAVER reported that total platform advertising grew 6.7% year over year in Q4 2025.Evidence A · P1
  211. MWITA-AE-2026-014NAVER reported Q4 2025 Search Platform revenue of KRW1.0596 trillion, down 0.5% year over year, while stating it was up 1.8% excluding LY settlement effects.Evidence A · P1
  212. MWITA-AE-2026-015NAVER reported Q4 2025 Commerce revenue of KRW1.054 trillion, up 36.0% year over year.Evidence A · P1
  213. MWITA-AE-2026-016Sea reported that content-driven orders accounted for more than 20% of Shopee physical-goods order volume in Q2 2025.Evidence B · P1
  214. MWITA-AE-2026-017Sea reported that Shopee’s ad take rate increased by almost 70 basis points year over year in Q2 2025.Evidence B · P1
  215. MWITA-AE-2026-018Sea reported about 20% year-over-year growth in sellers using Shopee ads and more than 40% growth in average quarterly ad spend among ad-paying sellers in Q2 2025.Evidence B · P1
  216. MWITA-AE-2026-019Sea said technology enhancements drove an 8% year-over-year uplift in Shopee purchase-conversion rates in Q2 2025.Evidence C · P1
  217. MWITA-AE-2026-020Sea reported that Shopee ad revenue grew more than 70% year over year in Q4 2025.Evidence A · P1
  218. MWITA-AE-2026-021Sea reported that Shopee’s ad take rate rose by more than 80 basis points year over year in Q4 2025.Evidence B · P1
  219. MWITA-AE-2026-022Sea reported that Shopee ad-paying sellers increased by more than 20% and their average ad spend increased by more than 45% year over year in Q4 2025.Evidence B · P1
  220. MWITA-AE-2026-023YouTube’s 2025 Shopping Trends report analyzed the top 5,000 most-purchased tagged products in the first half of 2025 and the top 1,000 videos by tagged-product transactions during a 60-day period.Evidence B · P1
  221. MWITA-AE-2026-024Transactions on tagged products in YouTube’s 2025 analysis are observed platform-attributed purchases, not an estimate of purchases incrementally caused by creator content.Evidence B · P1
  222. MWITA-AE-2026-025A 2025 Taiwan eye-tracking study enrolled 71 university adults who each viewed 12 product-placement video stimuli mixed with 24 filler videos.Evidence A · P1
  223. MWITA-AE-2026-026The Taiwan study found that visual attention to embedded product placements varied with the placement, surrounding story context and viewers’ prior fixation dynamics.Evidence A · P1
  224. MWITA-AE-2026-027In the Taiwan study, verbal references to a product category increased fixation on product placements, with the pattern moderated by story relevance and visual salience.Evidence A · P1
  225. MWITA-AE-2026-028The Taiwan product-placement study’s primary outcome was fixation proportion inside a dynamic area of interest, not clicks, conversions, sales or brand lift.Evidence A · P1
  226. MWITA-AE-2026-029A field experiment with an Indian direct-to-consumer retailer randomized WhatsApp recipients among GenAI-personalized video, personalized image and generic non-personalized video advertising conditions.Evidence A · P1
  227. MWITA-AE-2026-030The India field experiment reported that GenAI-personalized video ads increased engagement by 6–9 percentage points relative to the personalized-image and generic-video baselines.Evidence A · P1
  228. MWITA-AE-2026-031The India experiment’s reported 6–9 percentage-point effect concerns message engagement, so it cannot by itself establish advertiser return or customer welfare.Evidence A · P1
  229. MWITA-AE-2026-032Google Ads reported in November 2025 that its Conversion Lift product had reduced spend and conversion-volume thresholds and could test a manager account or selected campaigns.Evidence C · P1
  230. MWITA-AE-2026-033Google’s 2025 guidance distinguishes incrementality experiments, marketing-mix models and attribution as answering causal campaign, aggregate portfolio and touchpoint-credit questions respectively.Evidence C · P1
  231. MWITA-AE-2026-034Google’s statement that improved lift tools measure true causal impact is a product-method claim, not evidence that any particular advertiser achieved positive lift.Evidence C · P1
  232. MWITA-AE-2026-035Singapore’s PDPC and IMDA launched a PET Adoption Guide in July 2025 based on use cases from their PET Sandbox.Evidence A · P1
  233. MWITA-AE-2026-036Singapore’s 2025 PET guidance announcement says PETs can support cross-organization insight sharing and machine-learning access without directly exposing underlying data.Evidence B · P1
  234. MWITA-AE-2026-037India notified the Digital Personal Data Protection Rules, 2025 on 14 November 2025, with an official enforcement timeline rather than simultaneous operation of every provision.Evidence A · P1
  235. MWITA-AE-2026-038India’s 2025 rules require data-fiduciary notices to be clear and standalone and to itemize personal data and processing purposes relevant to informed consent.Evidence A · P1
  236. MWITA-SE-2026-001BEA estimated the US space economy at $142.5 billion, or 0.5% of GDP, in 2023.Evidence A · P1
  237. MWITA-SE-2026-002BEA reported 6.3% nominal but 0.6% real US space-economy GDP growth in 2023.Evidence A · P1
  238. MWITA-SE-2026-009ISRO reported seven successful missions out of ten launch-vehicle and spacecraft missions in 2025.Evidence A · P1
  239. MWITA-SE-2026-024ESA counted about 40,000 tracked orbital objects at end-2024, including about 11,000 active payloads.Evidence A · P1
  240. MWITA-SE-2026-025ESA estimated more than 1.2 million debris objects larger than one centimetre.Evidence A · P1
  241. MWITA-SE-2026-026Fragmentation events added at least 3,000 tracked objects during 2024, according to ESA.Evidence A · P1
  242. MWITA-SE-2026-027About 90% of low-Earth-orbit rocket bodies complied with the older 25-year orbit-vacating standard, ESA reported.Evidence A · P1
  243. MWITA-SE-2026-029ESA's July 2026 statistics listed about 46,590 regularly tracked space objects and about 16,000 functioning satellites.Evidence A · P1
  244. MWITA-SE-2026-030ESA listed more than 660 fragmentation events and more than 17,000 tonnes of objects in Earth orbit by July 2026.Evidence A · P1
  245. MWITA-SE-2026-031UNOOSA counted 19,928 registered objects out of approximately 21,750 launched functional objects as of August 2025.Evidence A · P1
  246. MWITA-SE-2026-035BEA announced it would no longer regularly produce the US space-economy statistics series.Evidence A · P1
  247. MWITA-WS-2026-036The existence of updated SDG 6 progress reports is evidence of monitoring infrastructure, not itself evidence of improved water outcomes.Evidence A · P1
  248. MWITA-WS-2026-037PUB smart meters record readings several times a day and transmit data remotely to PUB daily.Evidence A · P1
  249. MWITA-WS-2026-039Singapore's Deep Tunnel Sewerage System is a 206-kilometre network designed for a 100-year life at an indicated cost of about S$10 billion.Evidence A · P1
  250. MWITA-WS-2026-040Tuas Water Reclamation Plant is designed for 650,000 cubic metres per day of domestic used water and 150,000 cubic metres per day of industrial used water.Evidence A · P1
  251. MWITA-WS-2026-041PUB expects the integrated Tuas water-and-waste facility to be fully energy self-sufficient when operational.Evidence A · P1
  252. MWITA-WS-2026-042TSMC reported combined reclaimed-water supply capacity of 67,000 cubic metres per day from three southern Taiwan facilities in 2024.Evidence A · P1
  253. MWITA-WS-2026-043TSMC reported consuming 19.65 million cubic metres of reclaimed water at its Tainan sites in 2024.Evidence A · P1
  254. MWITA-WS-2026-044TSMC reported that reclaimed water reduced municipal tap-water use at its Tainan sites by 31 percent and was validated for 5-nanometre and 3-nanometre processes in 2024.Evidence A · P1
  255. MWITA-WS-2026-045Saudi Arabia's 2025 National Transformation Program report states that the Shuaiba Phase 5 reverse-osmosis plant has production capacity of 670,852.4 cubic metres per day.Evidence A · P1
  256. MWITA-WS-2026-046The Saudi report states that Al Khobar Phase II achieved 1.7 kWh per cubic metre for salt separation and 2.34 kWh per cubic metre overall.Evidence A · P1
  257. MWITA-WS-2026-047Saudi Arabia's report distinguishes salt-separation energy from overall plant energy consumption.Evidence A · P1
  258. MWITA-WS-2026-048Saudi Water Partnership Company projected its desalination portfolio rising from 4.16 million cubic metres per day in 2024 to about 7.37 million in 2030.Evidence A · P1
  259. MWITA-WS-2026-049SWPC's seven-year statement listed seven planned desalination plants totaling 2.75 million cubic metres per day.Evidence A · P1
  260. MWITA-WS-2026-050India reported that 890 AMRUT sewerage and septage projects had created 4,447 million litres per day of new or augmented treatment capacity by March 2025.Evidence A · P1
  261. MWITA-WS-2026-051Of the AMRUT treatment capacity reported in March 2025, India identified 1,437 million litres per day as developed for recycling or reuse.Evidence A · P1
  262. MWITA-WS-2026-053India's AMRUT 2.0 operational guidelines set an ideal urban non-revenue-water target below 20 percent.Evidence A · P1
  263. MWITA-WS-2026-054AMRUT 2.0 evaluates measurement stations, metered connections, leak detection and grievance redressal as parts of urban water-loss reform.Evidence A · P1
  264. MWITA-WS-2026-055AMRUT 2.0 includes mobile reporting of pipe leaks among criteria for state incentives.Evidence A · P1
  265. MWITA-WS-2026-056South Africa's 2025 Water and Sanitation Indaba declaration reported national average water-supply reliability of 68 percent.Evidence A · P1
  266. MWITA-WS-2026-057The same South African declaration reported non-revenue water of 48 percent and deteriorating water quality in about 60 percent of supply systems.Evidence A · P1
  267. MWITA-WS-2026-058South Africa's declaration states that supply additions are insufficient without demand management and reductions in municipal physical losses.Evidence A · P1
  268. MWITA-WS-2026-059Cape Town reported non-revenue water declining from 30.74 percent to 24.20 percent over the five years ending 2024/25.Evidence A · P1
  269. MWITA-WS-2026-060Cape Town reported its Infrastructure Leakage Index improving from 4.3 in 2021/22 to 3.1 in 2024/25.Evidence A · P1
  270. MWITA-WS-2026-061Cape Town reported wastewater treatment increasing from 520 to 605 megalitres per day and reuse increasing from 40 to 57 megalitres per day over five years.Evidence A · P1
  271. MWITA-WS-2026-062Cape Town associated its water-loss improvement with pressure management, leak detection and maintenance practices.Evidence A · P1
  272. MWITA-WS-2026-063eThekwini's August 2025 water-security dashboard reported July non-revenue water of 57.2 percent and real losses of 44.4 percent.Evidence A · P1
  273. MWITA-WS-2026-064The eThekwini dashboard separates real losses from commercial losses and unbilled authorized use.Evidence A · P1
  274. MWITA-WS-2026-065eThekwini identified leaks, storage overflows, metering inaccuracies, unauthorized consumption and unbilled use as distinct contributors to non-revenue water.Evidence A · P1
  275. MWITA-II-2026-006IAIS's historical case studies did not find financial instability from the examined disasters, while its analysis identifies widening gaps as a possible channel shifting risk toward banks and public balance sheets.Evidence A · P1
  276. MWITA-II-2026-021Munich Re projected global cyber-insurance premiums of USD 16.3 billion for 2025.Evidence A · P1
  277. MWITA-FF-2026-013UK regulators scheduled further cell-cultivated-product guidance during 2026.Evidence A · P1
  278. MWITA-FF-2026-034The lamb-cell results show that media performance observed in two-dimensional culture did not transfer directly to production-relevant three-dimensional culture.Evidence A · P1
  279. MWITA-FF-2026-035GFI's 2025 review found only four published techno-economic models focused on precision-fermented food proteins.Evidence A · P1
  280. MWITA-FF-2026-036Published precision-fermentation protein models reviewed by GFI spanned roughly four orders of magnitude in modeled cost of production.Evidence A · P1
  281. MWITA-FF-2026-037The GFI review warns that enzyme models omitting downstream concentration and purification do not represent complete precision-fermented food-protein costs.Evidence A · P1
  282. MWITA-FF-2026-038GFI's cultivated-meat review states that published techno-economic models largely represent hypothetical scaled processes rather than observed commercial plants.Evidence A · P1
  283. MWITA-FF-2026-039The review concludes that the most economically viable cultivated-meat manufacturing method for a given product is not yet known.Evidence A · P1
  284. MWITA-FF-2026-040The review identifies static stoichiometry, homogeneous mixing and fixed feeding or growth assumptions as limits on existing cultivated-meat models.Evidence A · P1
  285. MWITA-BT-2026-001China’s NMPA announced dedicated review pathways, immediate review and pre-submission consultation for cosmetics with new efficacy claims.Evidence A · P1
  286. MWITA-BT-2026-002The NMPA reform interpretation identifies a second-phase pilot for personalized cosmetics services.Evidence A · P1
  287. MWITA-BT-2026-003For efficacy claims other than spot-correcting/whitening, sunscreen and hair-loss prevention, the NMPA interpretation says registrants may select appropriate efficacy-evaluation methods.Evidence A · P1
  288. MWITA-BT-2026-004In 2025 NMPA divided China’s Inventory of Existing Cosmetic Ingredients into a revised List I and a List II for new ingredients that complete three years of safety monitoring without safety concerns.Evidence A · P1
  289. MWITA-BT-2026-005NMPA’s first 2025 List II contained N-Acetylneuraminic Acid and β-Alanyl Hydroxyprolyl Diaminobutyric Acid Benzylamide after filing, completion of the three-year monitoring period and regulatory compliance assessment.Evidence A · P1
  290. MWITA-BT-2026-006NMPA established a dynamic adjustment mechanism for the cosmetic-ingredient inventory and moved future updates to its website rather than separate official announcements.Evidence A · P1
  291. MWITA-BT-2026-007Korean responsible sellers must obtain MFDS evaluation or submit a report on safety and effectiveness for each functional cosmetic under the pathway described by MFDS.Evidence A · P1
  292. MWITA-BT-2026-008MFDS lists safety, effectiveness/function, SPF or UVA-protection data, and standards/test-method data among the evidence requirements for relevant functional cosmetics.Evidence A · P1
  293. MWITA-BT-2026-009MFDS announced an AI Cosbot pilot on 2 January 2025 for access to Korean and overseas cosmetics regulatory information.Evidence A · P1
  294. MWITA-BT-2026-010MFDS framed the AI Cosbot pilot as an accessibility intervention for cosmetics regulatory information, not as an automated authorization system.Evidence A · P1
  295. MWITA-BT-2026-011Anvisa’s personalized-cosmetics sandbox is designed to test up to five personalization models at physical points of sale or companies’ own e-commerce sites under continuous supervision.Evidence A · P1
  296. MWITA-BT-2026-012Under the Anvisa sandbox design, the manufacturer or importer remains the legal and technical party responsible for a personalization project.Evidence A · P1
  297. MWITA-BT-2026-013Anvisa states that the sandbox should generate technical evidence for future permanent regulation of personalized cosmetics.Evidence A · P1
  298. MWITA-BT-2026-014Anvisa reported irregularities at all 19 aesthetic services inspected on the first day of a targeted February 2025 operation.Evidence A · P1
  299. MWITA-BT-2026-015The same operation found apparent blood residues on single-use microneedling instruments that had been reused.Evidence A · P1
  300. MWITA-BT-2026-016Anvisa reported that nine medical devices were interdicted during the first day of the 2025 aesthetic-clinic operation.Evidence A · P1
  301. MWITA-BT-2026-017After a 2025 review, Anvisa retained the existing approved indications for registered PMMA fillers and did not add further measures at that time.Evidence A · P1
  302. MWITA-BT-2026-018Anvisa states that approved PMMA indications in Brazil do not include indiscriminate use for purely aesthetic volume enhancement.Evidence A · P1
  303. MWITA-BT-2026-019Anvisa’s 2025 PMMA review explicitly identified probable underreporting of adverse events associated with aesthetic and reparative use.Evidence A · P1
  304. MWITA-BT-2026-020Brazil’s RDC 894/2024 good-practice requirements for cosmetovigilance entered into force on 28 August 2025, according to Anvisa’s implementation guidance.Evidence A · P1
  305. MWITA-BT-2026-021Anvisa issued a second question-and-answer edition in 2025 to support implementation of the cosmetovigilance rule.Evidence A · P1
  306. MWITA-BT-2026-022L’Oréal unveiled Cell BioPrint in January 2025 as a tabletop device combining a cheek tape-strip sample, microfluidic protein-biomarker analysis, facial images and a questionnaire.Evidence C · P1
  307. MWITA-BT-2026-023L’Oréal says Cell BioPrint is intended to estimate skin biological age, predict responsiveness to ingredients such as retinol, and flag cosmetic issues before they are visible.Evidence C · P1
  308. MWITA-BT-2026-024At announcement, L’Oréal scheduled Cell BioPrint for a pilot with one of its brands in Asia later in 2025.Evidence C · P1
  309. MWITA-BT-2026-025TikTok reported that 20 million businesses were actively selling on TikTok Shop in Southeast Asia in 2025.Evidence C · P1
  310. MWITA-BT-2026-026TikTok reported four million creators actively selling on TikTok Shop in Southeast Asia in 2025.Evidence C · P1
  311. MWITA-BT-2026-027A four-week randomized trial enrolled 90 adults aged 25–65 and analyzed 80 completers across two active home facial-device groups and a power-free device control.Evidence A · P1
  312. MWITA-BT-2026-028In that trial, both active device groups showed statistically significant improvements versus control in wrinkles, texture, radiance and laxity over four weeks.Evidence A · P1
  313. MWITA-BT-2026-029The same trial found no statistically significant improvement in physical-health measures for either active device group versus control.Evidence A · P1
  314. MWITA-BT-2026-030A 2026 multicenter assessor-blind trial randomized 230 participants to one YOUMAGIC or Thermage CPT radiofrequency treatment and included 212 in final analysis.Evidence A · P1
  315. MWITA-BT-2026-031At day 90, the trial reported its specified GAIS response in 100% of the YOUMAGIC group and 98.10% of the Thermage group, with no significant between-group difference.Evidence A · P1
  316. MWITA-BT-2026-032The six-month trial monitored adverse events through structured inquiries, diaries, laboratory tests and vital signs.Evidence A · P1
  317. MWITA-BT-2026-033A 2026 benchmark tested ChatGPT and three consumer skin applications on 102 images, balanced across benign/malignant status and Fitzpatrick I–II, III–IV and V–VI groups.Evidence A · P1
  318. MWITA-BT-2026-034Across the four applications, average exact diagnostic accuracy was 22.1%, average cancer sensitivity 46.6% and average specificity 72.1% on the benchmark.Evidence A · P1
  319. MWITA-BT-2026-035The benchmark authors concluded that none of the four tested applications met standards for a stand-alone smartphone diagnostic tool.Evidence A · P1
  320. MWITA-CARB-2026-001UNFCCC published version 01.1 of the Article 6.4 methodology standard A6.4-STAN-METH-001 on 26 February 2025.Evidence A · P1
  321. MWITA-CARB-2026-002A6.4-STAN-METH-001 governs the development and assessment of methodologies under the Paris Agreement Article 6.4 mechanism.Evidence A · P1
  322. MWITA-CARB-2026-003The Article 6.4 methodology standard formalizes a reviewable rule layer between mechanism governance and activity-level quantification.Evidence A · P1
  323. MWITA-CARB-2026-004The Article 6.4 registry records A6.4 emission reductions with unique identifiers that include the activity, host Party and vintage.Evidence A · P1
  324. MWITA-CARB-2026-006Article 6.4 registry operations distinguish issuance, holding, transfer and retirement of units.Evidence A · P1
  325. MWITA-CARB-2026-007The Article 6.4 Supervisory Body agreed a standard for managing reversal risks in credited removals in October 2025.Evidence A · P1
  326. MWITA-CARB-2026-008The 2025 Article 6.4 reversal-risk rules make durability a managed monitoring and liability problem rather than an assumed property of a removal credit.Evidence A · P1
  327. MWITA-CARB-2026-010India's listed CCTS offset methodologies span grid renewable electricity, hydrogen, industrial energy efficiency, biogas, landfill gas, livestock methane and mangrove restoration.Evidence A · P1
  328. MWITA-CARB-2026-011India's CCTS methodology page exposes methodology-specific documents rather than treating all offset activity as one undifferentiated credit class.Evidence A · P1
  329. MWITA-CARB-2026-014The Chinese 2025 progress report documents national-market development through an official administrative source rather than a vendor market estimate.Evidence A · P1
  330. MWITA-CARB-2026-017The IFRS Foundation reported in June 2025 that 36 jurisdictions had adopted or otherwise used ISSB Standards or were finalising steps toward their use.Evidence A · P1
  331. MWITA-CARB-2026-018Among the first 17 published ISSB jurisdictional profiles, 14 targeted full adoption, two introduced climate-related requirements and one partially incorporated ISSB requirements.Evidence A · P1
  332. MWITA-CARB-2026-020An IFRS Foundation survey reported 49 jurisdictional responses in early 2025, with 47 saying they had adopted or planned to adopt ISSB Standards.Evidence A · P1
  333. MWITA-CARB-2026-021Seventy percent of jurisdictions responding to the 2025 IFRS survey planned a phased introduction of ISSB-related requirements.Evidence A · P1
  334. MWITA-CARB-2026-022Thirty-nine percent of respondents to the IFRS survey planned assurance requirements; among that subset, 77% planned limited assurance.Evidence A · P1
  335. MWITA-CARB-2026-023ISSB issued targeted amendments to IFRS S2 greenhouse-gas disclosure requirements in December 2025 in response to application challenges.Evidence A · P1
  336. MWITA-CARB-2026-024The December 2025 IFRS S2 amendments apply for reporting periods beginning on or after 1 January 2027, with earlier application permitted.Evidence A · P1
  337. MWITA-CARB-2026-027ASEAN Taxonomy Version 4 added entity-, portfolio- and financial-instrument reporting methodology plus grandfathering rules for Amber transition tiers.Evidence A · P1
  338. MWITA-CARB-2026-028VCMI launched its Scope 3 Action Code in April 2025 for companies using high-quality carbon credits while addressing scope 3 barriers.Evidence A · P1
  339. MWITA-CARB-2026-031ICVCM reported that more than 51 million credits using CCP-approved methodologies existed by October 2025.Evidence A · P1
  340. MWITA-CARB-2026-032ICVCM reported CCP-labelled credits as about 4% of 2024 voluntary-carbon-market volume.Evidence A · P1
  341. MWITA-CARB-2026-033ICVCM's CCP architecture evaluates both crediting programs and eligible methodologies before credits can carry the label.Evidence A · P1
  342. MWITA-CARB-2026-034SBTi's Corporate Net-Zero Standard Version 2 defines carbon credits as ex-post instruments issued only after monitoring and independent verification are completed.Evidence A · P1
  343. MWITA-CARB-2026-035SBTi Version 2 distinguishes avoidance, reduction and removal credits rather than treating them as interchangeable climate attributes.Evidence A · P1
  344. MWITA-CARB-2026-037The EU CRCF implementing rules adopted in November 2025 set technical requirements for certification schemes, certification bodies and audits.Evidence A · P1
  345. MWITA-CARB-2026-038The EU CRCF requires third-party verification and publication of certification information in an EU-wide registry.Evidence A · P1
  346. MWITA-CARB-2026-042UNFCCC's cooperative-approaches portal states that listed Article 6.2 information is presented as submitted and may not yet have undergone technical expert review.Evidence A · P1
  347. MWITA-CARB-2026-043The World Bank's 2026 carbon-pricing report states that direct carbon-pricing instruments cover about 28% of global greenhouse-gas emissions.Evidence A · P1
  348. MWITA-GF-2026-001China's National Energy Administration reported 136 GW / 351 GWh of new-type energy storage in operation at the end of 2025.Evidence A · P1
  349. MWITA-GF-2026-002China's operational new-type storage capacity grew 84% during 2025 according to the national energy regulator.Evidence A · P1
  350. MWITA-GF-2026-003China reported 1,195 equivalent utilization hours for new-type storage in 2025, nearly 300 hours more than in 2024.Evidence A · P1
  351. MWITA-GF-2026-005China's VPP guidance sets a national target of more than 20 GW of VPP regulation capability by 2027.Evidence A · P1
  352. MWITA-GF-2026-006The same Chinese guidance sets a 2030 national VPP regulation-capability target above 50 GW.Evidence A · P1
  353. MWITA-GF-2026-009India's Central Electricity Authority projected a need for 73.93 GW / 411.4 GWh of storage by 2031–32 to integrate projected solar and wind capacity.Evidence A · P1
  354. MWITA-GF-2026-010India's projected 2031–32 storage requirement comprises 26.69 GW / 175.18 GWh of pumped storage and 47.24 GW / 236.22 GWh of BESS.Evidence A · P1
  355. MWITA-GF-2026-013Singapore's household demand-response pilot ran from September 2024 to February 2025 using smart-metered households and simulated demand peaks.Evidence A · P1
  356. MWITA-GF-2026-014Households in Singapore's pilot participated in an average 46% of demand-response events.Evidence A · P1
  357. MWITA-GF-2026-015Singapore's household pilot achieved an average reduction of about 5% in overall household energy consumption per event.Evidence A · P1
  358. MWITA-GF-2026-018Singapore reported 166 MW of registered business demand-response capacity after participation facilities tripled from the 2023 sandbox launch.Evidence A · P1
  359. MWITA-GF-2026-019Singapore EMA attributed approximately SGD 740 million in wholesale-market buyer savings to its demand-response programme over 2023–2024.Evidence A · P1
  360. MWITA-GF-2026-022Australia's energy regulator reported that NEM battery capacity rose from 2.2 GW to 6.1 GW during 2025.Evidence A · P1
  361. MWITA-GF-2026-023The Australian regulator found wholesale prices fell across all NEM regions in 2025 amid fewer extreme-price events and growth in wind, solar and battery supply.Evidence A · P1
  362. MWITA-GF-2026-024Eskom reported 513 MW across five preferred projects in South Africa's Battery Energy Storage IPP Programme Round 1.Evidence A · P1
  363. MWITA-GF-2026-025Four South African Round 1 BESS projects reached commercial close by November 2024 and the fifth in June 2025, with operation anticipated from July 2026.Evidence A · P1
  364. MWITA-GF-2026-027The African Development Bank tracker recorded 68 MW of four-hour BESS installed under Eskom's distributed battery programme against a 200 MW target.Evidence A · P1
  365. MWITA-GF-2026-028AfDB's project tracker separates Eskom's planned 200 MW outcome from the reported 68 MW actual indicator.Evidence A · P1
  366. MWITA-GF-2026-032ACER reported that more than 70% of EU households lacked dynamic electricity-price contracts in its 2025 assessment.Evidence A · P1
  367. MWITA-GF-2026-035FERC reported CAISO's Order 2222 implementation complete by November 2024 while other listed regions had dates extending through 2030.Evidence A · P1
  368. MWITA-GF-2026-036FERC identifies metering, communications, locational constraints and double-compensation controls as implementation issues for DER aggregations.Evidence A · P1
  369. MWITA-GF-2026-039DOE characterizes the distribution/DER cybersecurity baselines as non-prescriptive minimum controls usable in voluntary or mandatory settings.Evidence A · P1
  370. MWITA-GF-2026-040NERC's 2025 Long-Term Reliability Assessment found 13 of 23 North American assessment areas face resource-adequacy challenges over the next decade.Evidence A · P1
  371. MWITA-GF-2026-041NERC reported that most resources in North American development pipelines for the next five years are battery storage and solar PV, increasing planning and operating complexity as inverter-based resources.Evidence A · P1
  372. MWITA-GF-2026-042IEA's 2025 Breakthrough Agenda reported that emerging and developing economies excluding China had experienced an average 7% annual decline in grid investment in recent years.Evidence A · P1
  373. MWITA-GF-2026-043IEA reported 65 countries supporting a pledge targeting 1,500 GW of storage, doubled grid investment and 25 million kilometres of grid infrastructure by 2030.Evidence A · P1
  374. MWITA-ER-2026-002China produced 90,116 industrial robots in December 2025, 14.7% above the same month a year earlier.Evidence A · P1
  375. MWITA-ER-2026-005Asia accounted for 74% of global industrial-robot installations in 2024, versus 16% for Europe and 9% for the Americas.Evidence A · P1
  376. MWITA-ER-2026-006China installed 295,000 industrial robots in 2024, representing 54% of the global total, while domestic suppliers reached 57% of China's market.Evidence A · P1
  377. MWITA-ER-2026-007India installed a record 9,120 industrial robots in 2024, 7% more than in 2023, ranking sixth globally.Evidence A · P1
  378. MWITA-ER-2026-008Automotive applications accounted for 4,070 of India's industrial-robot installations in 2024, 45% of the national total.Evidence A · P1
  379. MWITA-ER-2026-009India's operational industrial-robot stock reached 52,570 units in 2024, far below the roughly 300,000-to-two-million range in the five most automated countries cited by IFR.Evidence A · P1
  380. MWITA-ER-2026-010Japan's robot-industry orders reached JPY 1.0456 trillion in 2025, 25.7% above 2024.Evidence A · P1
  381. MWITA-ER-2026-011Japan's robot production value was JPY 945.3 billion in 2025, 21.0% above 2024.Evidence A · P1
  382. MWITA-ER-2026-012The Japan Robot Association's 2025 statistics exclude service robots and combine member data with a survey estimate for non-members.Evidence A · P1
  383. MWITA-ER-2026-014METI identified lack of specialist knowledge, implementation experience and robot-ready workplace environments as barriers to robot adoption, particularly for SMEs.Evidence A · P1
  384. MWITA-ER-2026-018South Korea's 2025 industrial-AI portfolio included 148 new projects and 297 continuing projects.Evidence A · P1
  385. MWITA-ER-2026-025DeepMind reported that Gemini Robotics more than doubled average performance over other state-of-the-art VLA models on its generalization benchmark.Evidence A · P1
  386. MWITA-ER-2026-028NVIDIA reported a 76.8% average success rate for GR00T N1 across its real-world task evaluation with the full training-data mix.Evidence A · P1
  387. MWITA-ER-2026-029NVIDIA reported that adding 750,000 synthetic trajectories to real data improved GR00T N1 performance by 40% relative to its real-data-only condition.Evidence A · P1
  388. MWITA-ER-2026-032At BMW Spartanburg, Figure 02 operated for about 1,250 hours over ten months in 2025 on sheet-metal handling for welding.Evidence A · P1
  389. MWITA-ER-2026-033BMW reported that Figure 02 moved more than 90,000 components and supported production of more than 30,000 BMW X3 vehicles during the 2025 pilot.Evidence A · P1
  390. MWITA-ER-2026-034BMW said early involvement of production IT, occupational safety, process management and shop-floor logistics was essential during the Figure 02 test phases.Evidence A · P1
  391. MWITA-ER-2026-035BMW did not publish a counterfactual productivity estimate, injury-rate comparison, defect-rate comparison or total-cost result for its Figure 02 pilot.Evidence A · P1
  392. MWITA-ER-2026-038Amazon introduced Blue Jay as a multi-arm warehouse system in October 2025 but updated the announcement in February 2026 to say it was no longer used in operations.Evidence A · P1
  393. MWITA-ER-2026-039Amazon's Blue Jay reversal shows that an announced operational test should not be treated as durable deployment.Evidence A · P1
  394. MWITA-ER-2026-041LIBERO-Plus reports that high aggregate VLA benchmark scores can coexist with material failures under realistic visual, language and sensor variation.Evidence A · P1
  395. MWITA-ER-2026-042IFR's 2025 supplier sample recorded almost 200,000 professional service robots sold in 2024, including 102,900 transportation-and-logistics robots.Evidence A · P1
  396. MWITA-ER-2026-043IFR explicitly warns that its 2025 service-robot figures come from 294 suppliers, are not projected to the whole industry, and should not be compared across editions because sample composition changes.Evidence A · P1
  397. MWITA-ER-2026-044UBTECH's 2025 interim report said it signed a small-batch purchase contract for industrial humanoid robots, moving the relationship beyond a field trial.Evidence A · P1
  398. MWITA-AD-2026-001Baidu reported that more than half of its mobile search result pages contained AI-generated content at the end of June 2025.Evidence A · P1
  399. MWITA-AD-2026-002Baidu reported that the share of mobile search result pages containing AI-generated content rose from 35% in April 2025 to 64% in July 2025.Evidence A · P1
  400. MWITA-AD-2026-003Baidu reported 735 million monthly active users for the Baidu App in June 2025, 5% more than a year earlier.Evidence A · P1
  401. MWITA-AD-2026-004Baidu's online marketing revenue was RMB16.2 billion in Q2 2025, down 15% year over year, while non-online-marketing revenue rose 34% to RMB10.0 billion.Evidence A · P1
  402. MWITA-AD-2026-006Alibaba described the pre-existing Quark information-services platform as serving more than 200 million users in China when it announced the upgraded AI assistant.Evidence B · P1
  403. MWITA-AD-2026-011NAVER reported in June 2025 that AI Briefing exposure was about three times its launch level.Evidence B · P1
  404. MWITA-AD-2026-012NAVER reported that the click-through rate on AI Briefing's 'more' button was 50% higher than at launch.Evidence B · P1
  405. MWITA-AD-2026-013NAVER reported that related-question click-through in AI Briefing was 3.4 times that of its existing search-query recommendation area.Evidence B · P1
  406. MWITA-AD-2026-014NAVER reported AI Briefing area CTR eight percentage points above its existing direct-answer content.Evidence B · P1
  407. MWITA-AD-2026-015NAVER reported a 22% increase in dwell time in the top search-results area after AI Briefing launched.Evidence B · P1
  408. MWITA-AD-2026-016LY Corporation said AI-generated queries represented a mid-single-digit percentage of Yahoo! JAPAN Search queries in its FY2025 Q1 results briefing.Evidence B · P1
  409. MWITA-AD-2026-017LY Corporation said most Yahoo! JAPAN AI-search usage at the FY2025 Q1 briefing involved how-to queries.Evidence B · P1
  410. MWITA-AD-2026-018LY Corporation said monetization methods for Yahoo! JAPAN AI search were undecided at its FY2025 Q1 briefing.Evidence B · P1
  411. MWITA-AD-2026-025Google states that AI Overviews and AI Mode traffic is included within the Search Console Performance report under the Web search type.Evidence A · P1
  412. MWITA-AD-2026-027Bing AI Performance reports total citations, average cited pages, sampled grounding-query phrases and page-level citation activity across supported AI surfaces.Evidence A · P1
  413. MWITA-AD-2026-029Cloudflare estimated June 2025 crawl-to-referral ratios of about 14:1 for Google, 1,700:1 for OpenAI and 73,000:1 for Anthropic on its network.Evidence A · P1
  414. MWITA-AD-2026-030Cloudflare reported that about 37% of the top 10,000 domains had a robots.txt file in June 2025.Evidence A · P1
  415. MWITA-AD-2026-031Cloudflare explicitly cautioned that crawl-to-referral ratios may undercount referrals from native apps when no Referer header is sent.Evidence A · P1
  416. MWITA-AD-2026-032Adobe Analytics observed that traffic from generative-AI sources to U.S. retail sites was 4,700% higher year over year in July 2025.Evidence A · P1
  417. MWITA-AD-2026-033In July 2025 Adobe measured AI-referred U.S. retail visits as 32% longer, with 10% more pages per visit and a 27% lower bounce rate than non-AI traffic sources.Evidence A · P1
  418. MWITA-AD-2026-034Adobe measured AI-referred U.S. retail traffic as 23% less likely to convert than non-AI traffic in July 2025, versus a 49% deficit in January 2025.Evidence A · P1
  419. MWITA-AD-2026-037The Tow Center tested 1,600 article-identification queries across eight generative search tools in 2025.Evidence A · P1
  420. MWITA-AD-2026-038The Tow Center audit found fabricated links, citations to syndicated or copied articles, and incorrect or speculative responses when tools could not identify the requested news article.Evidence A · P1
  421. MWITA-AD-2026-039The GEO study introduced a 10,000-query benchmark and reported content-visibility gains of up to 40% from tested optimization methods.Evidence A · P1
  422. MWITA-AD-2026-040The GEO study found optimization effectiveness varied by query domain and that keyword stuffing reduced its Perplexity visibility baseline while citations, statistics or quotations improved selected visibility metrics.Evidence A · P1
  423. MWITA-BMF-2026-004The Indian government reported more than 5,000 participants in its BioE3 biomanufacturing webinar series.Evidence A · P1
  424. MWITA-BMF-2026-005By July 2026, India had issued 11 BioE3 proposal calls and recommended more than 270 projects for funding across discovery and scale-up categories.Evidence A · P1
  425. MWITA-BMF-2026-006India reported receiving more than 450 proposals for shared biofoundry and biomanufacturing-hub infrastructure, with 17 facilities supported under the first call.Evidence A · P1
  426. MWITA-BMF-2026-015Singapore's Food Agency committed SGD 42 million in 2025 to future-food and food-safety research.Evidence A · P1
  427. MWITA-BMF-2026-018Shanghai's plan called for demonstration and adoption of bio-based, recyclable and reusable high-performance materials alongside work on carbon-footprint and market mechanisms.Evidence A · P1
  428. MWITA-BMF-2026-019Japan's METI reported approximately JPY 450 billion in support for R&D and demonstrations through its biomanufacturing-revolution and Green Innovation Fund programs.Evidence A · P1
  429. MWITA-BMF-2026-021METI described the biomanufacturing market as immature despite public support and technical strengths.Evidence A · P1
  430. MWITA-BMF-2026-025CBE JU signed grant agreements in 2025 with 30 bio-based projects involving 416 beneficiaries across 33 countries and EUR 197.5 million of funding.Evidence A · P1
  431. MWITA-BMF-2026-028CBE JU received 248 proposals requesting more than EUR 1.4 billion in its 2025 call and selected 24 proposals for EUR 172 million.Evidence A · P1
  432. MWITA-BMF-2026-030At selection announcement, CBE JU's 2025-call projects were still awaiting grant-agreement signature expected by mid-May 2026.Evidence A · P1
  433. MWITA-BMF-2026-035Solar Foods reported Factory 01 process productivity of 1 gram per litre per hour and an O2-to-CO2 energy-efficiency value of 2.7.Evidence A · P1
  434. MWITA-BMF-2026-036Solar Foods reported four non-binding letters or memoranda covering 6.5–7.65 kilotonnes of potential annual Solein volume.Evidence A · P1
  435. MWITA-BMF-2026-037Solar Foods selected a site for Factory 02 and continued pre-engineering in 2025, while the final investment decision remained future work.Evidence A · P1
  436. MWITA-BMF-2026-038A 2025 industrial-fermentation techno-economic study modelled scenarios delivering 80,000 kilograms of pure formate dehydrogenase per year.Evidence A · P1
  437. MWITA-BMF-2026-039In the study's empirical low-density scenario, 1-litre fermentation produced 4.2 grams per litre biomass with target protein at 0.1% of cell mass, yielding an estimated levelized pure-protein cost near USD 99,000 per kilogram.Evidence A · P1
  438. MWITA-BMF-2026-040The same study found that large-scale handling of low-density biomass and downstream purification could overwhelm expected economies of scale.Evidence A · P1
  439. MWITA-BMF-2026-042The methanol-to-L-lactate study concluded that its pathway was not yet competitive with established sugar-based and lignocellulosic processes under the compared conditions.Evidence A · P1
  440. MWITA-EN-2026-002Intel reported Hala Point characterization of up to 20 peta-operations per second for conventional deep neural networks.Evidence B · P1
  441. MWITA-EN-2026-003Intel reported efficiency above 15 TOPS/W on a sparse, low-activity multilayer-perceptron characterization of Hala Point.Evidence B · P1
  442. MWITA-EN-2026-006On ResNet-50, NorthPole achieved 25 times the frames-per-second per watt of a GPU fabricated on a comparable 12-nm process in IBM's study.Evidence A · P1
  443. MWITA-EN-2026-007On the same ResNet-50 comparison, IBM reported NorthPole at 22 times lower latency and five times higher frames per second per transistor than the matched-process GPU.Evidence A · P1
  444. MWITA-EN-2026-010The Tianjic chip used a 28-nm process and contained 156 reconfigurable functional cores.Evidence A · P1
  445. MWITA-EN-2026-012Darwin3 supports up to 2.35 million neurons on a 24-by-24 mesh of computing nodes.Evidence A · P1
  446. MWITA-EN-2026-013Darwin3 experiments reported code-density improvement up to 28.3 times and effective fan-in and fan-out improvements up to 4,096 and 3,072 times relative to physical memory depth.Evidence A · P1
  447. MWITA-EN-2026-014Darwin3 reported 6.8-to-200.8-times memory savings when mapping selected convolutional spiking neural networks.Evidence A · P1
  448. MWITA-EN-2026-015A Taiwan-led 2025 Nature study fabricated an edge processor combining memristor-CIM, SRAM-CIM and small digital units with integer and floating-point computation.Evidence A · P1
  449. MWITA-EN-2026-016The heterogeneous CIM processor measured 40.91 TFLOPS/W on ResNet-20 with CIFAR-100 and 28.63 TFLOPS/W on MobileNet-v2 with ImageNet.Evidence A · P1
  450. MWITA-EN-2026-017The 2025 heterogeneous CIM study reported less than 0.45% accuracy degradation on its tested ResNet-20 and MobileNet-v2 tasks and a 373.52-microsecond wake-to-response time.Evidence A · P1
  451. MWITA-EN-2026-018KAIST researchers demonstrated a selector-less 32-by-32 memristor crossbar system performing self-supervised video foreground-background separation with on-device self-calibration.Evidence A · P1
  452. MWITA-EN-2026-019KAIST reported that self-calibration brought real-time image-processing accuracy close to ideal computer simulation despite memristor non-idealities.Evidence A · P1
  453. MWITA-EN-2026-020Renesas launched the RZ/V2H MPU with a DRP-AI3 accelerator rated by the vendor at up to 10 TOPS/W and 80 sparse TOPS.Evidence B · P1
  454. MWITA-EN-2026-021RZ/V2H integrates four Cortex-A55 application cores, two Cortex-R8 real-time cores, one Cortex-M33 core and the AI accelerator on one MPU.Evidence A · P1
  455. MWITA-EN-2026-022Renesas states RZ/V2H can run its target vision-AI workloads without a cooling fan.Evidence B · P1
  456. MWITA-EN-2026-023Sony's IMX500 combines a CMOS image sensor, image processing and AI processing on one stacked sensor device.Evidence A · P1
  457. MWITA-EN-2026-024IMX500 can output processed metadata without requiring raw image data to leave the chip.Evidence A · P1
  458. MWITA-EN-2026-025Sony specifies IMX500 AI processing and metadata output at up to 30 frames per second, TensorFlow Lite support and a maximum AI input tensor of 640 by 480 pixels.Evidence A · P1
  459. MWITA-EN-2026-028MediaTek reports the Dimensity 9400 NPU uses 35% less power than the Dimensity 9300 NPU under its internal tests.Evidence B · P1
  460. MWITA-EN-2026-030Google states Gemma 3n E2B can reduce its effective loaded parameter set from more than five billion to 1.91 billion through PLE caching and parameter skipping.Evidence A · P1
  461. MWITA-EN-2026-031Gemma 3n documentation says training covered more than 140 languages and provides a 32K-token context window.Evidence A · P1
  462. MWITA-EN-2026-032Apple described its 2024 on-device foundation model as approximately three billion parameters and optimized for Apple silicon.Evidence B · P1
  463. MWITA-EN-2026-033Apple reported mixed 2-bit and 4-bit palletization averaging 3.7 bits per weight achieved the same accuracy as its uncompressed on-device model in internal evaluation.Evidence B · P1
  464. MWITA-EN-2026-034Apple measured about 30 generated tokens per second and roughly 0.6 milliseconds per prompt token to first token on an iPhone 15 Pro before speculative decoding.Evidence B · P1
  465. MWITA-EN-2026-035MLPerf Tiny fixes models, datasets and minimum accuracy targets while measuring latency and energy per inference for constrained systems.Evidence A · P1
  466. MWITA-EN-2026-036MLPerf Tiny v1.3 added a streaming workload because prior energy tests did not accurately represent duty-cycled always-on deployments.Evidence A · P1
  467. MWITA-EN-2026-038SynSense specifies Speck 2f at about one milliwatt and its development platform at 320,000 neurons with support for convolutional networks up to nine layers.Evidence A · P1
  468. MWITA-EN-2026-040Google says the Coral NPU base design targets roughly 512 GOPS at a few milliwatts, while noting its matrix execution unit was still under development at announcement.Evidence B · P1
  469. MWITA-LD-2026-007A 2025 Chinese biological-age study developed models in 83,571 Kailuan participants and validated them in a separate 21,229-person cohort.Evidence A · P1
  470. MWITA-LD-2026-008The Kailuan study recorded 12,679 deaths over 1,443,857 person-years across its two prospective cohorts.Evidence A · P1
  471. MWITA-LD-2026-009Baseline Pheno-Age achieved mortality AUCs of 0.810 in Kailuan I and 0.867 in Kailuan II, while KDM-Age achieved 0.806 and 0.819.Evidence A · P1
  472. MWITA-LD-2026-010Each standard-deviation increase in baseline Pheno-Age acceleration was associated with a 1.24 adjusted mortality hazard ratio, and KDM-Age acceleration with 1.16.Evidence A · P1
  473. MWITA-LD-2026-011China's TALENTs trial randomized 121 adults aged 60–70 to 1.2 grams per day of nucleotides or placebo for 19 weeks.Evidence A · P1
  474. MWITA-LD-2026-012TALENTs reported a 3.08-year greater reduction in median DNA-methylation age versus placebo at 19 weeks.Evidence A · P1
  475. MWITA-LD-2026-013TALENTs found no significant between-group change in leukocyte telomere length at either 11 or 19 weeks.Evidence A · P1
  476. MWITA-LD-2026-014TALENTs reported improved HOMA-IR but no severe adverse events during the 19-week study.Evidence A · P1
  477. MWITA-LD-2026-018Singapore reported more than 1.4 million Healthier SG enrollees by May 2026, equal to 59% of the eligible population.Evidence A · P1
  478. MWITA-LD-2026-019Singapore reported that 83% of Healthier SG enrollees had completed a first Health Plan by May 2026.Evidence A · P1
  479. MWITA-LD-2026-020Of Healthier SG enrollees due for an annual check-in in 2025, 66% completed it that year.Evidence A · P1
  480. MWITA-LD-2026-033In FDA's reviewed study, 91.7% of positive results had amyloid pathology and 97.3% of negative results lacked it, while fewer than 20% of results were indeterminate.Evidence A · P1
  481. MWITA-LD-2026-035NCI's Vanguard pilot plans to enroll up to 24,000 cancer-free adults aged 45–75 to study two multi-cancer blood tests.Evidence A · P1
  482. MWITA-LD-2026-036Vanguard randomly assigns participants to one of two multi-cancer detection tests or a no-test group while encouraging standard screening in all groups.Evidence A · P1
  483. MWITA-LD-2026-040A 2025 post-hoc DO-HEALTH analysis evaluated four DNA-methylation ageing measures in 777 older adults over three years.Evidence A · P1
  484. MWITA-LD-2026-041DO-HEALTH reported omega-3 effects on three methylation clocks and additive effects of omega-3, vitamin D and exercise on PhenoAge, but the analysis did not demonstrate extended survival.Evidence A · P1
  485. MWITA-LD-2026-042The PBAR pilot randomized 120 healthy older adults to supplement combinations or placebo and used an NT-proBNP-derived biological-age surrogate as its primary outcome.Evidence A · P1
  486. MWITA-UG-2026-001Weixin Mini Games total gross receipts increased 20% year over year in Q2 2025.Evidence B · P1
  487. MWITA-UG-2026-005Tencent reported RMB77.4 billion of international-games revenue for FY2025, up 33% year over year.Evidence A · P1
  488. MWITA-UG-2026-006Tencent reported FY2025 Social Networks revenue of RMB127.7 billion, up 5%, with app-game virtual-item sales among management's stated contributors.Evidence B · P1
  489. MWITA-UG-2026-007Tencent defined an evergreen game as averaging at least 5 million quarterly mobile DAU or 2 million PC DAU and exceeding RMB4 billion annual gross receipts.Evidence B · P1
  490. MWITA-UG-2026-010Tencent Video subscriptions reached 117 million at June 2024, 13% above a year earlier.Evidence B · P1
  491. MWITA-UG-2026-011Roblox reported 111.8 million DAU in Q2 2025, up 41% year over year.Evidence B · P1
  492. MWITA-UG-2026-012Roblox reported 27.4 billion hours engaged in Q2 2025, up 58% year over year.Evidence B · P1
  493. MWITA-UG-2026-013Roblox reported 23.4 million monthly unique payers in Q2 2025, up 42% year over year.Evidence B · P1
  494. MWITA-UG-2026-014Roblox reported average bookings per monthly unique payer of US$20.48 in Q2 2025.Evidence B · P1
  495. MWITA-UG-2026-015Roblox said creator accounts earning at least 50,000 Robux per month increased 85% year over year in June 2024.Evidence B · P1
  496. MWITA-UG-2026-016Roblox reported total monthly creator earnings increased 61% year over year in June 2024.Evidence B · P1
  497. MWITA-UG-2026-017Roblox reported that more than 7,500 of 5.5 million US creator accounts that monetized earned over US$650 in the preceding year.Evidence B · P1
  498. MWITA-UG-2026-021Nexon reported that MapleStory Worlds reached 7 million cumulative global users in 2025.Evidence B · P1
  499. MWITA-UG-2026-022Nexon reported that 81% of Korean MapleStory Worlds users used content inspired by earlier MapleStory gameplay.Evidence B · P1
  500. MWITA-UG-2026-023Among Korean MapleStory Worlds users of early-game-inspired content, Nexon reported that 91% had previously played PC MapleStory.Evidence B · P1
  501. MWITA-UG-2026-028Bandai Namco reported FY2025.3 net sales of ¥1,241.5 billion and operating profit of ¥180.2 billion.Evidence A · P1
  502. MWITA-UG-2026-029Bandai Namco planned ¥150 billion of '360°' investments for its April 2025-March 2028 plan period.Evidence B · P1
  503. MWITA-UG-2026-032KOCCA's 2024 survey found 59.9% of respondents aged 10-69 had used games in the prior year.Evidence A · P1
  504. MWITA-UG-2026-033KOCCA reported average monthly in-game purchases of KRW18,432 among surveyed South Korean PC-game users in 2024.Evidence A · P1
  505. MWITA-UG-2026-034Lumikai's 2025 India consumer research reported average gaming time of 13 hours per week.Evidence B · P1
  506. MWITA-UG-2026-035Lumikai reported that Indian respondents' gaming time grew nearly 30% year over year and exceeded time spent on social media.Evidence B · P1
  507. MWITA-UG-2026-036In Unity's 2025 developer research, 64% of surveyed developers said they were working on online multiplayer or couch co-op games.Evidence B · P1
  508. MWITA-UG-2026-037Unity reported that 90% of surveyed developers had launched a recent game on mobile and 80% on desktop.Evidence B · P1
  509. MWITA-UG-2026-038Unity reported that 96% of surveyed studios used AI tools in selected game-development workflows.Evidence B · P1
  510. MWITA-UG-2026-040Microsoft reported Minecraft community challenges reaching 50 million happy-ghast completions and 1 million ghastling completions.Evidence B · P1
  511. MWITA-AM-2026-003During 2024 Hong Kong licensed two autonomous-vehicle pilot projects involving 12 vehicles at two locations.Evidence A · P1
  512. MWITA-AM-2026-004Hong Kong's current trial register lists a Baidu licence covering 30 private autonomous cars in North Lantau, valid from 9 December 2024 to 8 December 2029.Evidence A · P1
  513. MWITA-AM-2026-005Hong Kong's trial register lists separate Baidu authorizations for ten private cars in Southern District from August 2025 and ten in Kowloon East from November 2025.Evidence A · P1
  514. MWITA-AM-2026-007Beijing approved paid autonomous shuttle services to Beijing South Railway Station on 13 March 2025.Evidence A · P1
  515. MWITA-AM-2026-008The two approved Beijing South Railway Station shuttle routes were reported as 16 kilometres and 29.3 kilometres within the pilot zone.Evidence A · P1
  516. MWITA-AM-2026-009Beijing E-Town approved WeRide's GXR for fully driverless commercial ride-hailing in February 2025.Evidence A · P1
  517. MWITA-AM-2026-010The approved Beijing E-Town GXR service specified operating windows of 07:30–22:00 on weekdays and 09:00–17:00 on weekends and holidays.Evidence A · P1
  518. MWITA-AM-2026-017Singapore's Land Transport Authority announced three autonomous shuttle routes in Punggol in September 2025.Evidence A · P1
  519. MWITA-AM-2026-020Japan's transport ministry listed eight locations with Level 4 road-vehicle approvals as of May 2025.Evidence A · P1
  520. MWITA-AM-2026-021Japan's May 2025 Level 4 inventory states that most approved operations covered only part of a route or a dedicated space, including private premises.Evidence A · P1
  521. MWITA-AM-2026-022Japan's Eiheiji Level 4 service in the May 2025 inventory covered a two-kilometre route at about 12 km/h and used remote, unmanned supervision plus guide infrastructure.Evidence A · P1
  522. MWITA-AM-2026-025Dubai launched a public robotaxi pilot bookable through the Uber app in Umm Suqeim and Jumeirah on 11 December 2025.Evidence A · P1
  523. MWITA-AM-2026-026Dubai's December 2025 public robotaxi pilot operated with a safety driver ahead of a planned driverless phase.Evidence A · P1
  524. MWITA-AM-2026-027Dubai's RTA described successive testing between the April 2025 partnership announcement and the December 2025 public pilot.Evidence A · P1
  525. MWITA-AM-2026-028California autonomous-vehicle testing permit holders reported more than nine million public-road test miles from 1 December 2024 through 30 November 2025.Evidence A · P1
  526. MWITA-AM-2026-029California's disengagement reports cover public-road testing but exclude private-road, out-of-state, below-Level-3 and simulation activity.Evidence A · P1
  527. MWITA-AM-2026-030California's DMV says its disengagement reports are not designed for comparative analysis across companies and do not require disengagement reporting for deployment-permit operations.Evidence A · P1
  528. MWITA-AM-2026-031Zoox reported a 2025 recall covering ADS software used on 270 drivered test vehicles and driverless robotaxis.Evidence A · P1
  529. MWITA-AM-2026-032The Zoox recall identified inaccurate prediction of a vehicle creeping from a perpendicular driveway and stopping as a condition that could delay collision avoidance.Evidence A · P1
  530. MWITA-AM-2026-033Zoox stated that all public-road vehicles had received remedied software by 17 April 2025.Evidence A · P1
  531. MWITA-AM-2026-034A 2025 peer-reviewed Waymo-authored retrospective study examined 56.7 million rider-only miles through January 2025.Evidence A · P1
  532. MWITA-AM-2026-035The Waymo study found statistically lower crashed-vehicle rates than aligned human benchmarks for any-injury-reported, airbag-deployment and suspected-serious-injury-or-worse outcomes.Evidence A · P1
  533. MWITA-AM-2026-036The Waymo study reported no statistically significant disbenefit in any of 11 analyzed crash-type groups.Evidence A · P1
  534. MWITA-AM-2026-037Serve Robotics reported 2,000 deployed sidewalk delivery robots across 20 US cities at year-end 2025.Evidence A · P1
  535. MWITA-AM-2026-038Serve's 2025 filing reported $2.651 million revenue and $18.033 million cost of revenue.Evidence A · P1
  536. MWITA-AM-2026-039Serve disclosed that remote human supervisors monitor its delivery fleet and can assist at intersections or when robots cannot navigate conditions.Evidence A · P1
  537. MWITA-AM-2026-040An original accessibility study interviewed 15 people with mobility disabilities and eight robotics practitioners about sidewalk robots.Evidence A · P1
  538. MWITA-AM-2026-041Participants with mobility disabilities in the study described having to compete for sidewalk space when public robots are introduced, while practitioners reported that accessibility is often addressed after problems arise.Evidence A · P1
  539. MWITA-CMON-2026-001Bilibili reported 31 million monthly paying users in Q2 2025, up 9% year over year.Evidence B · P1
  540. MWITA-CMON-2026-002Bilibili said creators' total income from its fan-charging program more than doubled year over year in H1 2025.Evidence B · P1
  541. MWITA-CMON-2026-003Bilibili reported 19% year-over-year growth in the number of creators monetizing through Sparkle advertising in H1 2025.Evidence B · P1
  542. MWITA-CMON-2026-004Bilibili reported 49% year-over-year growth in creators monetizing through video and livestream e-commerce in H1 2025.Evidence B · P1
  543. MWITA-CMON-2026-005Kuaishou reported RMB39.1 billion in live-streaming revenue for 2025, up 5.5% year over year.Evidence A · P1
  544. MWITA-CMON-2026-006Kuaishou said the number of active KOLs in its distribution pool more than doubled year over year in Q4 2025.Evidence B · P1
  545. MWITA-CMON-2026-007Kuaishou reported more than 15% year-over-year growth in high-quality content uploads in Q4 2025.Evidence B · P1
  546. MWITA-CMON-2026-008Kuaishou reported more than 1 million cumulative creations of its customizable AI Universe live-stream gift by end-Q4 2025.Evidence B · P1
  547. MWITA-CMON-2026-009YouTube reported that more than 100 million channels in India uploaded content during the prior year as of May 2025.Evidence B · P1
  548. MWITA-CMON-2026-010YouTube reported more than 15,000 India-based channels with at least 1 million subscribers as of May 2025.Evidence B · P1
  549. MWITA-CMON-2026-011YouTube said it paid more than INR210 billion to creators, artists, and media companies in India over the preceding three years.Evidence B · P1
  550. MWITA-CMON-2026-012YouTube announced an intention to invest more than INR8.5 billion in India's creator ecosystem over the following two years.Evidence B · P1
  551. MWITA-CMON-2026-013YouTube reported more than 200 million logged-in users in India made shopping-related searches in July 2025.Evidence B · P1
  552. MWITA-CMON-2026-014YouTube reported more than 40% of eligible creators in India were enrolled in its Shopping affiliate program by June 2025.Evidence B · P1
  553. MWITA-CMON-2026-015YouTube reported more than 3 million videos had been tagged with affiliate products in India by May 2025.Evidence B · P1
  554. MWITA-CMON-2026-016note reported that creators earning monthly membership fees approximately doubled between October 2024 and October 2025.Evidence B · P1
  555. MWITA-CMON-2026-017note reported Q3 2025 GMV of JPY5.537 billion, 27.4% above a year earlier.Evidence B · P1
  556. MWITA-CMON-2026-018note reported subscriptions represented 26.3% of GMV in Q3 2025.Evidence B · P1
  557. MWITA-CMON-2026-019note reported 668,000 average monthly subscriber accounts in Q3 2025, up 23% year over year.Evidence B · P1
  558. MWITA-CMON-2026-020note's analysis reported November 2025 membership revenue 81.3% above November 2024.Evidence B · P1
  559. MWITA-CMON-2026-021note reported November 2025 membership purchases 86.3% above November 2024.Evidence B · P1
  560. MWITA-CMON-2026-022note reported 42.0% year-over-year growth in creators earning revenue from paid articles in November 2025.Evidence B · P1
  561. MWITA-CMON-2026-023More than 1,200 people participated in note's 2025 pilot for compensated use of creator data in AI training.Evidence B · P1
  562. MWITA-CMON-2026-024note said it would distribute more than JPY5 million in total to creators whose data was used in its AI-training pilot.Evidence B · P1
  563. MWITA-CMON-2026-025note reported that the maximum individual distribution in its AI-training pilot would exceed JPY400,000.Evidence B · P1
  564. MWITA-CMON-2026-026pixivFANBOX charges a 10% handling fee on pledges to creators configured for all-ages content.Evidence A · P1
  565. MWITA-CMON-2026-027pixivFANBOX charges a 12.9% handling fee on pledges to creators configured for R-18 content.Evidence A · P1
  566. MWITA-CMON-2026-028Selar reported more than 407,000 transactions on its platform in 2023.Evidence B · P1
  567. MWITA-CMON-2026-029Selar reported almost 1 million users at the end of 2023.Evidence B · P1
  568. MWITA-CMON-2026-030Selar reported paying more than NGN4 billion to creators in 2023, twice its 2022 amount.Evidence B · P1
  569. MWITA-CMON-2026-031Selar made its creator platform available in French in 2026 for Benin, Côte d’Ivoire, Senegal, and Cameroon.Evidence A · P1
  570. MWITA-CMON-2026-032Selar enabled local-currency creator payouts in XAF and XOF through Kkiapay for the four named Francophone African markets.Evidence A · P1
  571. MWITA-CMON-2026-033Spotify reported Brazilian artists generated more than BRL1.6 billion in royalties on Spotify in 2024, up 31% year over year.Evidence B · P1
  572. MWITA-CMON-2026-034Spotify reported royalties generated by Portuguese-language tracks grew 20% year over year in 2024.Evidence B · P1
  573. MWITA-CMON-2026-035Spotify reported 11.8 billion first-time discoveries of Brazilian artists in 2024, up 19% year over year.Evidence B · P1
  574. MWITA-CMON-2026-036Spotify reported paying more than US$11 billion to the music industry in 2025.Evidence B · P1
  575. MWITA-CMON-2026-037Spotify reported independent artists and labels accounted for about half of royalties generated on the platform in 2025.Evidence B · P1
  576. MWITA-CMON-2026-038Spotify reported that the 100,000th-highest-earning artist generated more than US$7,300 in Spotify royalties in 2025.Evidence B · P1
  577. MWITA-CMON-2026-039Patreon applies a standard 10% platform fee to creators who publish a creator page after 4 August 2025.Evidence A · P1
  578. MWITA-CMON-2026-040Patreon applies a 2.5% currency-conversion fee when a member pays in a currency different from the creator's payout currency.Evidence A · P1
  579. MWITA-CMON-2026-041Ko-fi's free plan charges 0% on one-time tips and 5% on memberships, monthly tips, shop sales, and commissions, before payment-processor fees.Evidence A · P1
  580. MWITA-CMON-2026-042YouTube says creators receive 70% of recognized channel-membership revenue after applicable taxes and fees are deducted.Evidence A · P1
  581. MWITA-RM-2026-001Taobao and Tmall customer-management revenue rose 12% year over year to RMB71.077 billion in the quarter ended March 2025.Evidence A · P1
  582. MWITA-RM-2026-004JD.com reported RMB107.131 billion of marketplace and marketing revenue for FY2025, up 18.9% year over year.Evidence A · P1
  583. MWITA-RM-2026-010Rakuten fully launched Rakuten Analytics for corporate clients on 25 September 2024 after an April proof of concept.Evidence A · P1
  584. MWITA-RM-2026-011Rakuten said its CustomerDNA database classified member information into more than 4,000 attributes as of September 2024.Evidence B · P1
  585. MWITA-RM-2026-012Rakuten said Rakuten Analytics used statistical insights from more than 100 million Rakuten members in Japan.Evidence B · P1
  586. MWITA-RM-2026-013Rakuten Programmatic Loyalty launched with a guaranteed-ROAS commercial proposition and fixed monthly commission rate.Evidence A · P1
  587. MWITA-RM-2026-014Rakuten reported a home-and-garden campaign had 107% more shoppers year over year in H2 2024.Evidence C · P1
  588. MWITA-RM-2026-015Rakuten reported the same campaign had 81% more trips and 5% higher average order value year over year.Evidence C · P1
  589. MWITA-RM-2026-017Rakuten reported a 13.7% increase in search-ad click-through rate after keyword and bidding recommendation changes.Evidence B · P1
  590. MWITA-RM-2026-018Rakuten reported a 5.9% increase in ad revenue per request following recommendation-algorithm updates.Evidence B · P1
  591. MWITA-RM-2026-019Mercado Libre reported Mercado Ads revenue grew 26% year over year in US dollars in Q1 2025.Evidence A · P1
  592. MWITA-RM-2026-020Mercado Libre reported Q1 2025 GMV of US$13.3 billion, up 17% year over year in US dollars.Evidence B · P1
  593. MWITA-RM-2026-021Mercado Libre reported almost 67 million unique buyers in Q1 2025, up 25% year over year.Evidence B · P1
  594. MWITA-RM-2026-022Mercado Libre said Mercado Ads exceeded 10% of Latin America's digital-advertising market in Q2 2026.Evidence B · P1
  595. MWITA-RM-2026-024Mercado Libre reported its AI Advisor reached tens of thousands of sellers monthly and one in three engaging sellers changed a campaign in-conversation.Evidence B · P1
  596. MWITA-RM-2026-025Flipkart and Google reported successful launch of the Flipkart Data Analytics Platform on Google Cloud.Evidence B · P1
  597. MWITA-RM-2026-026Flipkart's data-platform migration to Google Cloud was completed in approximately eight months.Evidence C · P1
  598. MWITA-RM-2026-027Flipkart said Big Billion Day transaction volume reached six to eight times ordinary volume.Evidence B · P1
  599. MWITA-RM-2026-028Amazon Marketing Cloud combines Amazon Ads signals with advertiser and onboarded third-party inputs in a dedicated clean-room environment.Evidence A · P1
  600. MWITA-RM-2026-029Amazon Marketing Cloud applies built-in aggregation thresholds to custom queries over event- and user-level signals.Evidence A · P1
  601. MWITA-RM-2026-030Amazon Marketing Cloud advertises access to 25 months of ad-traffic signals.Evidence A · P1
  602. MWITA-RM-2026-031AMC Custom Models lets enterprise advertisers train proprietary audience models using their first-party data with Amazon signals without moving sensitive information out of their AWS environment.Evidence A · P1
  603. MWITA-RM-2026-033AMC Custom Models launched with availability including Brazil, Japan, India, Mexico, Saudi Arabia, and the United Arab Emirates.Evidence A · P1
  604. MWITA-RM-2026-034Google says BigQuery data clean rooms can enable analysis without moving the underlying shared data.Evidence A · P1
  605. MWITA-RM-2026-035BigQuery data clean-room owners can specify analysis and egress rules governing permissible outputs.Evidence A · P1
  606. MWITA-RM-2026-036Google describes matching hashed customer IDs between retailer purchase data and CPG audience data as a clean-room measurement use case.Evidence B · P1
  607. MWITA-RM-2026-037IAB/MRC defines retail-media incrementality as causal impact isolated from other business factors.Evidence A · P1
  608. MWITA-RM-2026-038IAB/MRC says incrementality methods estimate baseline sales to calculate the incremental outcome.Evidence A · P1
  609. MWITA-RM-2026-039IAB/MRC identifies randomized controlled trials as a method aimed at an unbiased baseline by random assignment to exposed and unexposed groups.Evidence A · P1
  610. MWITA-RM-2026-040Meridian GeoX analysis requires study-design provenance plus pretest and test-period time-series data.Evidence A · P1
  611. MWITA-RM-2026-041Meridian GeoX primarily uses time-based regression to model the counterfactual for geo experiments.Evidence A · P1
  612. MWITA-RM-2026-042Meridian GeoX reports incremental conversions, percentage lift, confidence intervals, p-values, and incremental conversion per dollar.Evidence A · P1
  613. MWITA-SC-2026-001India reported more than 45,000 GPUs in its shared national compute pool as of June 2026.Evidence A · P1
  614. MWITA-SC-2026-002India reported that 237 projects had accessed subsidized AI computing by August 2026.Evidence A · P1
  615. MWITA-SC-2026-003India reported cumulative subsidized usage of 9.318 million GPU-hours by August 2026.Evidence A · P1
  616. MWITA-SC-2026-005India's July 2025 disclosure listed 34,381 GPUs provisioned through the IndiaAI Compute Portal.Evidence A · P1
  617. MWITA-SC-2026-006India stated that government support covered 40 percent of IndiaAI portal compute cost.Evidence A · P1
  618. MWITA-SC-2026-007India reported an average portal price of about ₹67 per GPU-hour in July 2025.Evidence A · P1
  619. MWITA-SC-2026-009Singapore's Green Data Centre Roadmap states that existing national data-centre capacity exceeded 1.4 GW.Evidence A · P1
  620. MWITA-SC-2026-012Singapore set a goal for data centres to operate at power usage effectiveness of 1.3 or lower over ten years.Evidence A · P1
  621. MWITA-SC-2026-015Brazil's plan targets upgrading national AI supercomputing into the TOP500 top five within five years.Evidence B · P1
  622. MWITA-SC-2026-018Kenya's strategy identifies the share of public-sector data-centre compute integrated into an AI HPC cluster as a KPI.Evidence A · P1
  623. MWITA-SC-2026-019Kenya's strategy also identifies the number of local standard-compliant data centres and GPUs as infrastructure KPIs.Evidence A · P1
  624. MWITA-SC-2026-021Kenya's implementation roadmap specifies at least 400 PFLOPS for its first planned AI data centre.Evidence B · P1
  625. MWITA-SC-2026-022Kenya's roadmap targets total computing power above 1,000 PFLOPS across three centres by 2030.Evidence B · P1
  626. MWITA-SC-2026-023Kenya's roadmap targets PUE below 1.3 initially and below 1.25 for newly built centres in the later stage.Evidence A · P1
  627. MWITA-SC-2026-024Kenya's roadmap targets green-energy shares above 10 percent for new data centres initially and above 30 percent later.Evidence B · P1
  628. MWITA-SC-2026-026AIST reported ABCI 3.0 AI processing performance of 6.22 EFLOPS.Evidence A · P1
  629. MWITA-SC-2026-027AIST described ABCI 3.0 performance as more than seven times the preceding system.Evidence A · P1
  630. MWITA-SC-2026-035China's National Data Administration reported total intelligent computing capacity of 780,000 PFLOPS in August 2025.Evidence A · P1
  631. MWITA-SC-2026-036China reported 25 urban business nodes in its computing network by the end of July 2025.Evidence A · P1
  632. MWITA-SC-2026-037China reported that eight national computing hubs concentrated more than 60 percent of new computing capacity and 620,000 PFLOPS of intelligent compute.Evidence A · P1
  633. MWITA-SC-2026-039China's policy targeted more than 80 percent green electricity for newly built data centres in national hubs by end-2025.Evidence B · P1
  634. MWITA-SC-2026-040China's policy specified demonstration-network latency goals of 1 ms within cities, 5 ms regionally and 20 ms across national hubs.Evidence B · P1
  635. MWITA-SC-2026-041The IEA estimated that global data-centre electricity demand rose 17 percent in 2025.Evidence A · P1
  636. MWITA-SC-2026-042The IEA projected data-centre electricity use rising from 485 TWh in 2025 to about 950 TWh in 2030.Evidence B · P1
  637. MWITA-SC-2026-052Malaysia's sustainable data-centre guideline uses power, water and carbon efficiency as distinct dimensions.Evidence A · P1
  638. MWITA-SC-2026-055China's National Energy Administration reported that computing centres used about 170 TWh of electricity in 2025.Evidence A · P1
  639. MWITA-SC-2026-056The same Chinese official account placed computing-centre electricity use at about 1.6% of national electricity consumption in 2025.Evidence A · P1
  640. MWITA-SC-2026-057China's National Energy Administration counted 42 intelligent-computing clusters with at least 10,000 accelerators by May 2026.Evidence A · P1
  641. MWITA-SC-2026-058The National Energy Administration's estimate of 800 TWh and roughly 6% of Chinese electricity use by computing centres in 2030 is a forecast, not an observed outcome.Evidence B · P1
  642. MWITA-SC-2026-059Brazil's EPE reported that data-centre projects requesting grid-connection studies rose from 19.8 GW in September 2025 to 26.2 GW in November 2025.Evidence A · P1
  643. MWITA-SC-2026-061EPE said recommended transmission investment of about R$1.6 billion could make roughly 4 GW of data-centre connections viable in Brazil.Evidence B · P1
  644. MWITA-ASVC-2026-001JD.com reported that its multimodal AI customer-service system handled more than 4.2 billion inquiries during the 2025 11.11 promotion.Evidence B · P1
  645. MWITA-ASVC-2026-003JD.com reported more than 50,000 AI agents across internal systems by the end of 2025.Evidence B · P1
  646. MWITA-ASVC-2026-011Safaricom reported unassisted contacts growing 23%, from 425,000 to 519,000, in FY2024.Evidence B · P1
  647. MWITA-ASVC-2026-012Safaricom reported 564,000 total self-service interactions in FY2024.Evidence B · P1
  648. MWITA-ASVC-2026-013Safaricom reported a digital-channel transactional NPS of 36 in FY2024.Evidence B · P1
  649. MWITA-ASVC-2026-014Safaricom reported 2,800 calls reduced through demand-reduction work in FY2024.Evidence B · P1
  650. MWITA-ASVC-2026-015Safaricom reported 38 NLP Smart-IVR journeys developed in FY2024.Evidence B · P1
  651. MWITA-ASVC-2026-021Grab reported that one in four MSME partners used Merchant AI Assistant in 2025.Evidence B · P1
  652. MWITA-ASVC-2026-022Grab reported an average 15% GMV uplift for MSMEs using Merchant AI Assistant in 2025.Evidence B · P1
  653. MWITA-ASVC-2026-023Nubank reported that AI agents handled more than 60% of customer-support conversations in Brazil in Q2 2026.Evidence B · P1
  654. MWITA-ASVC-2026-024Nubank characterized the Q2 2026 AI-handled support conversations as operating at or above human parity.Evidence B · P1
  655. MWITA-ASVC-2026-027Nubank said customer satisfaction is its main metric for continuously evaluating AI in service.Evidence B · P1
  656. MWITA-ASVC-2026-029Nubank reported directional improvements in response time and problem-resolution rate from AI without publishing values in the cited 2024 disclosure.Evidence B · P1
  657. MWITA-ASVC-2026-030Nubank reported in late 2024 that AI resolved 40% of demands arriving through chat.Evidence B · P1
  658. MWITA-ASVC-2026-032Nubank's CX leader said AI is deployed only when its quality is at least equal to the existing service level.Evidence B · P1
  659. MWITA-ASVC-2026-035Mercado Libre reported more than 99.99% uptime for its internal shared AI platform.Evidence B · P1
  660. MWITA-ASVC-2026-036Mercado Libre said model routing, evaluation, observability and cache improvement reduced its cost per token as AI scaled.Evidence B · P1
  661. MWITA-ASVC-2026-037Mercado Libre said it replaced a couple of multi-million-dollar SaaS contracts with agents.Evidence B · P1
  662. MWITA-ASVC-2026-047NAVER reported that 60% of CLOVA LiveChat automated consultations ended without an additional seller answer.Evidence B · P1
  663. MWITA-ASVC-2026-050Rakuten projected JPY4.3 billion of annualized 2026 profit uplift from Raptor with at least ten businesses launching it.Evidence B · P1
  664. MWITA-ASVC-2026-053stc says its call-transcription co-worker extracts signals for churn, CSAT and fraud analysis.Evidence B · P1
  665. MWITA-ASVC-2026-054stc reported more than 5,000 stc Brain conversations across over ten sectors and more than 200 users during 2024.Evidence B · P1
  666. MWITA-ASVC-2026-055Emirates NBD reported that its group NPS rose eight points year over year to 56 in 2025.Evidence B · P1
  667. MWITA-ASVC-2026-056Emirates NBD reported amplified self-service adoption through conversational and assisted digital platforms in 2025.Evidence B · P1
  668. MWITA-ASVC-2026-057Emirates NBD reported processing-time improvements of more than 30% from large operational-transformation programs in 2025.Evidence B · P1
  669. MWITA-ASVC-2026-060e& reported five million GoChat downloads before launching its GPT-powered chatbot in June 2023.Evidence B · P1
  670. MWITA-SR-2026-001GPT-3 conditioned on thousands of sociodemographic backstories from real US survey participants produced response patterns the authors described as algorithmic fidelity.Evidence A · P0
  671. MWITA-SR-2026-002The study's evidence is fine-grained and demographically conditioned rather than evidence that one unconditioned model represents everyone.Evidence A · P0
  672. MWITA-SR-2026-003ChatGPT synthetic feeling-thermometer means were close to ANES means while response dispersion was lower than in the human surveys.Evidence A · P0
  673. MWITA-SR-2026-004Regression coefficients from synthetic responses often differed significantly from estimates using the human ANES sample.Evidence A · P0
  674. MWITA-SR-2026-006Turing Experiments replicated the established direction in the Ultimatum Game, Garden Path and Milgram studies for tested recent models.Evidence A · P0
  675. MWITA-SR-2026-007The Wisdom of Crowds Turing Experiment exposed a hyper-accuracy distortion in some models including GPT-4.Evidence A · P0
  676. MWITA-SR-2026-008Agents built from qualitative interviews with 1,052 individuals were evaluated against those same individuals across surveys, traits and experiments.Evidence B · P0
  677. MWITA-SR-2026-009The agents matched GSS responses 85% as accurately as participants matched their own answers two weeks later.Evidence B · P0
  678. MWITA-SR-2026-010Interview-grounded agents reduced racial and ideological accuracy bias compared with agents given only demographic descriptions.Evidence B · P0
  679. MWITA-SR-2026-011The global-distribution benchmark used the 2017–2022 World Values Survey covering 66 countries and more than 80,000 human respondents.Evidence A · P0
  680. MWITA-SR-2026-012Fine-tuning on response distributions outperformed tested prompting and zero-shot baselines on seen and unseen benchmark splits.Evidence A · P0
  681. MWITA-SR-2026-013Even the best specialized models remained far from perfect, particularly on unseen questions.Evidence A · P0
  682. MWITA-SR-2026-014Tested LLMs produced less cross-country diversity than the human survey data.Evidence A · P0
  683. MWITA-SR-2026-015GlobalOpinionQA was built from cross-national survey questions and answers to compare model outputs with country-conditioned human distributions.Evidence B · P0
  684. MWITA-SR-2026-016Default model responses were closer to opinions in the United States and some European and South American populations than to all populations equally.Evidence B · P0
  685. MWITA-SR-2026-019Across the benchmark's four models, no LLM beat the strongest non-LLM baseline for individual-level prediction.Evidence B · P0
  686. MWITA-SR-2026-020The tested models over-determined demographics, making identity far more predictive of attitudes than in real respondents.Evidence B · P0
  687. MWITA-SR-2026-021On the study's targeting task, models inflated between-segment gaps two- to fourfold.Evidence B · P0
  688. MWITA-SR-2026-022The synthetic targeting exercise selected the wrong segment in half of US cases and most cross-cultural cases in that benchmark.Evidence B · P0
  689. MWITA-SR-2026-024The framework separates agent embodiment, scenario exposure and sentiment generation with rationales.Evidence B · P0
  690. MWITA-SR-2026-025A China–US comparison evaluated DeepSeek, Qwen, GPT and Llama families on ANES and China's Zuobiao public-opinion data.Evidence B · P0
  691. MWITA-SR-2026-026A preliminary experiment tested whether LLMs reproduce personality differences between US and South Korean targets.Evidence B · P0
  692. MWITA-SR-2026-028Concordia includes questionnaire, open-ended interview, marketplace and psychology-experiment components.Evidence B · P0
  693. MWITA-SR-2026-033Qualtrics frames synthetic responses as useful for early-stage exploration and hypothesis testing.Evidence C · P0
  694. MWITA-SR-2026-035Kantar states LINK AI predicts ad-effectiveness scores in as little as 15 minutes without a consumer sample.Evidence C · P0
  695. MWITA-SR-2026-036LINK AI documentation says its training base includes more than 230,000 tests, over ten years of data and more than 30 million human interactions.Evidence C · P0
  696. MWITA-SR-2026-037The documented LINK AI pipeline decomposes media and extracts up to 20,000 features before predicting creative-effectiveness metrics.Evidence C · P0
  697. MWITA-SR-2026-038Ipsos described a Ground-Truth Database initiative with Stanford researchers to develop and validate digital twins.Evidence C · P0
  698. MWITA-SR-2026-040NIST's Generative AI Profile organizes suggested risk actions across Govern, Map, Measure and Manage functions.Evidence A · P0
  699. MWITA-SR-2026-042ESOMAR asks buyers to verify how training datasets were selected, their coverage, recency and representativeness for the deployment environment.Evidence B · P0
  700. MWITA-SR-2026-043ESOMAR asks what validation compared synthetic outputs with primary research or real-world results.Evidence B · P0
  701. MWITA-SR-2026-045ICO guidance defines synthetic data as artificial data generated to reproduce patterns and statistical properties of real data.Evidence A · P0
  702. MWITA-SR-2026-047ICO guidance warns that bias in the original data can be carried into synthetic data.Evidence A · P0
  703. MWITA-SR-2026-056The Chinese measures call for transparency and improved accuracy and reliability of generated content.Evidence A · P0
  704. MWITA-SR-2026-059Korea's PIPC synthetic-data guidance divides generation and use into preparation, generation, safety/utility examination, deliberation-committee assessment, and use/safe management.Evidence A · P0
  705. MWITA-SR-2026-060Korea's guidance calls for examining both synthetic-data safety and utility rather than treating privacy alone as acceptance.Evidence A · P0
  706. MWITA-SR-2026-062ANPD said the first sandbox cycle structured test environments and did not yet fully test the solutions.Evidence A · P0
  707. MWITA-SR-2026-063The first ANPD report found that synthetic-data protocols needed improvement.Evidence A · P0
  708. MWITA-SR-2026-066A defensible procurement benchmark must disclose the human comparator, sampling frame, split logic, model version, prompt, geography, language and error distribution.Evidence C · P0
  709. MWITA-SR-2026-067For Metatron, transcript realism, thematic overlap and persona consistency must remain secondary to held-out decision error and subgroup calibration.Evidence C · P0
  710. MWITA-SR-2026-068Temporal validation is required because a model calibrated to a past survey wave can drift from current preferences even if its original benchmark passed.Evidence C · P0
  711. MWITA-SR-2026-070Automated creative scores should triage what receives scarce human testing, not silently replace market-specific validation for high-spend or high-risk campaigns.Evidence C · P0
  712. MWITA-SR-2026-073A release gate for synthetic respondents should independently score privacy leakage, aggregate distribution fit, individual prediction, subgroup calibration, temporal stability and decision regret.Evidence C · P0
  713. MWITA-SR-2026-074Synthetic participant outputs can be useful as falsifiable hypotheses, adversarial edge cases and interview-script tests even when they are invalid as population estimates.Evidence C · P0
  714. MWITA-SR-2026-075No source in this bundle demonstrates an independently audited commercial decision outcome caused by synthetic-consumer evidence.Evidence D · P0
  715. MWITA-BAT-2026-004China Datang reported phase one of its Hubei sodium-ion station entered operation at 50 MW and 100 MWh on 30 June 2024.Evidence A · P1
  716. MWITA-BAT-2026-006China Datang forecast more than 300 annual charge-discharge cycles for the station.Evidence B · P1
  717. MWITA-BAT-2026-007CATL claimed 175 Wh/kg cell energy density for its Naxtra passenger-EV sodium-ion battery at launch.Evidence B · P1
  718. MWITA-BAT-2026-008CATL claimed Naxtra retained 90% usable power at minus 40 degrees Celsius.Evidence B · P1
  719. MWITA-BAT-2026-009CATL claimed more than 10,000 cycles for Naxtra without providing independent field-life evidence in the launch.Evidence B · P1
  720. MWITA-BAT-2026-012MIIT reported 148 qualifying utilization enterprises cumulatively announced by end-2023.Evidence A · P1
  721. MWITA-BAT-2026-016India reported 3,391 lithium-ion-battery producers and 43 recyclers registered on its EPR portal in December 2025.Evidence A · P1
  722. MWITA-BAT-2026-017India reported about 15,370 tonnes of lithium-ion battery waste recycled cumulatively since the 2022 rules.Evidence A · P1
  723. MWITA-BAT-2026-018India's ACC PLI beneficiaries projected 40 GWh but reported 1 GWh of combined current capacity.Evidence A · P1
  724. MWITA-BAT-2026-021India's approved recycling-incentive scheme expected about 40 kilotonnes per year of critical-mineral production.Evidence B · P1
  725. MWITA-BAT-2026-023Indonesia's June 2025 integrated-battery project plan included 20,000 tonnes per year of battery-recycling capacity.Evidence A · P1
  726. MWITA-BAT-2026-026Their next phase envisaged pilot-facility manufacture and a targeted 2027-2028 vehicle launch.Evidence B · P1
  727. MWITA-BAT-2026-028POSCO Future M planned silicon-carbon anode mass production for 2027.Evidence B · P1
  728. MWITA-BAT-2026-038The guide identified one small-scale battery-grade lithium-carbonate producer at publication.Evidence A · P1
  729. MWITA-BAT-2026-040The Abu Dhabi project targeted up to 1 GW of continuous output.Evidence B · P1
  730. MWITA-BAT-2026-041Saudi Arabia's opportunity card stated a 2021 baseline of 100% import dependence for lithium batteries.Evidence A · P1
  731. MWITA-BAT-2026-045IEA projected lithium demand in its Stated Policies Scenario to grow fivefold by 2040.Evidence B · P1
  732. MWITA-BAT-2026-046IEA projected the top three nickel producers to supply 85% of mined nickel in 2035, up from 75% in 2024.Evidence B · P1
  733. MWITA-BAT-2026-047IRENA expected secondary production not to become a major EV-battery material source until after 2030.Evidence B · P1
  734. MWITA-BAT-2026-049A 2025 study reported 138.9 mAh/g discharge capacity for a pressure-free silicon-based all-solid-state cell in its stated configuration.Evidence A · P1
  735. MWITA-BAT-2026-050The configuration retained 80% capacity after 183 cycles and 54.9% after 1,000 cycles.Evidence A · P1
  736. MWITA-BAT-2026-051A pure-silicon comparison cell failed abruptly after 20 cycles.Evidence A · P1
  737. MWITA-BAT-2026-052A 2026 production-scrap study reported optimal LFP direct recycling at 400°C, €0.71/kg and 1.18 kg CO2e/kg.Evidence A · P1
  738. MWITA-BAT-2026-053The study reported 98±7% iron and 99±11% lithium recovery for LFP under that condition.Evidence A · P1
  739. MWITA-BAT-2026-059IRENA reported LFP represented around 94% of surveyed utility-scale storage systems in 2025.Evidence B · P1
  740. MWITA-BAT-2026-060IRENA found larger-format systems in its sample were around half the DC-side price of smaller configurations.Evidence B · P1
  741. MWITA-BAT-2026-062The site lists targets of 120,000 tonnes per year of NMC precursors and 60,000 tonnes per year of LFP cathodes.Evidence B · P1
  742. MWITA-NA-2026-004In the study, EEG and eye movement signals provided complementary information, while cross-cultural transfer was asymmetric across the tested groups.Evidence B · P1
  743. MWITA-NA-2026-006The study normalized target-condition heart-rate features against a neutral baseline before comparing classifiers.Evidence B · P0
  744. MWITA-NA-2026-008The pediatric experiment was ethics-approved and registered as ChiCTR2400080145.Evidence B · P0
  745. MWITA-NA-2026-012The Japanese record was last updated on 31 August 2026, one day before this wave's research cutoff.Evidence A · P0
  746. MWITA-NA-2026-016The dataset combines mobile and wearable sensing with participant-provided affective and cognitive labels in naturalistic contexts.Evidence B · P0
  747. MWITA-NA-2026-022The reported best-performing classifier varied by physiological modality and dataset.Evidence B · P1
  748. MWITA-NA-2026-026The Brazilian protocol aims to compare decoding stability during simultaneous stimulation against conventional BCI operation and schedules 20 sessions over four weeks.Evidence A · P0
  749. MWITA-NA-2026-030The Nigerian study's experimental data came from 32 adults in the externally produced DEAP dataset watching music videos rather than from a locally recruited Nigerian cohort.Evidence B · P1
  750. MWITA-NA-2026-032The thesis treats effectiveness and user experience as distinct evaluation dimensions.Evidence C · P1
  751. MWITA-NA-2026-042As last updated 9 January 2026, PRIME listed estimated enrollment of 15, estimated primary completion in June 2026 and estimated study completion in January 2031, with no results posted.Evidence C · P1
  752. MWITA-NA-2026-046The participant generated 183,060 sentences and labeled 92% as at least mostly correctly decoded; formal prompted-word testing reported greater than 99% word accuracy.Evidence B · P0
  753. MWITA-SPC-2026-018EMA states that the network twin uses modelling and simulation to assess how electric-vehicle loads and distributed resources such as solar and storage affect the grid.Evidence A · P0
  754. MWITA-SPC-2026-027The Johannesburg study reported a strong association between attitudes toward using VR for travel planning and intention to use VR to identify destinations.Evidence A · P0
  755. MWITA-SPC-2026-029The study reports mediated relationships from VR content factors to user satisfaction, authentic experience and visit intention using PLS-SEM.Evidence A · P0
  756. MWITA-SPC-2026-031The Indian survey reports higher self-reported engagement, memorability and ease of understanding for AR advertising and positive purchase-related associations, especially among younger respondents.Evidence A · P0
  757. MWITA-SPC-2026-032The VR retailing paper reports five consecutive studies, with the first three in China and the final two in Australia.Evidence A · P0
  758. MWITA-SPC-2026-034A Chinese research team compared four shopping conditions: solo VR, solo non-VR, collaborative VR and collaborative non-VR.Evidence A · P1
  759. MWITA-SPC-2026-035The collaborative-shopping experiment used functional near-infrared spectroscopy hyperscanning alongside shopping-satisfaction measures.Evidence A · P0
  760. MWITA-MO-2026-002A randomized field experiment in meal-delivery support found that generative-AI assistance shortened response time and improved customer sentiment, especially for less-experienced agents, while rapid AI-assisted replies after a failed bot handoff could reduce sentiment.Evidence A · P1
  761. MWITA-MO-2026-003In a two-week cluster-randomized experiment across 16 Sam's Club stores, a generative-AI ideation tool increased promoted-product revenue by 9.76% on average, with a 31.35% estimate for frontline managers and 2.46% for top managers.Evidence B · P1
  762. MWITA-MO-2026-005In a 10-week Facebook A/B test spanning nearly 35,000 advertisers and 640,000 ad variations, AdLlama increased click-through rate by 6.7% versus a supervised imitation model.Evidence A · P1
  763. MWITA-PE-2026-002VR-enabled Beijing housing listings were associated with 26.024% shorter marketing time and an estimated 4.02% purchase-price premium.Evidence A · P1
  764. MWITA-PE-2026-003Machine-learning mass appraisal reached about R²=0.80 in Beşiktaş and 0.75 in Üsküdar on platform property data.Evidence A · P1
  765. MWITA-PE-2026-014NABERS rating applications rose from 5,110 in FY23 to 5,529 in FY24; Office Energy ratings increased 2,189 to 2,355 and Indoor Environment 299 to 343.Evidence A · P1
  766. MWITA-CO-2026-001Across 4,633 simultaneously launched sibling ads spanning more than 369 million impressions and 2.5 million clicks, AI-generated images had no detectable average CTR disadvantage versus human-made siblings; performance was better when AI images did not look AI-generated.Evidence A · P1
  767. MWITA-CO-2026-002Across laboratory and field studies, fully GenAI-created visual ads increased CTR by up to 19% versus human or GenAI-modified ads, while disclosure of AI involvement reduced effectiveness by up to 31.5%.Evidence B · P1
  768. MWITA-CO-2026-003In a fixed-video randomized online experiment, an AI label reduced selection probability by 23%, and an AI callout during viewing reduced watch time by 14% and willingness to engage with the creator's other videos.Evidence A · P1
  769. MWITA-CO-2026-004A randomized field experiment with 1,337 reached customers found that disclosure of an AI voice sales agent did not reduce conversion relative to nondisclosure.Evidence A · P1
  770. MWITA-CO-2026-005Three studies that separated true from perceived ad origin found AI- and human-generated ads broadly equivalent on most effectiveness measures, but ads believed human scored higher regardless of actual origin.Evidence B · P1
  771. MWITA-CO-2026-006A social-media field experiment and survey experiment found positive responses to disclosing human–ChatGPT collaboration; positive ChatGPT-only disclosure was significant only in the social-media field setting.Evidence B · P1
  772. MWITA-CO-2026-007In a paid-webcomic field experiment, a simple AI-generated-content disclosure reduced conversion, payment, viewed episodes and viewing time, while normative and technology framing largely restored metrics to nondisclosure levels; effort framing did not.Evidence B · P1
  773. MWITA-CO-2026-008Three laboratory experiments found that advertising disclosure attached to the product explicitly sought in a generative-AI answer reduced trust in both system and product, whereas disclosure on a later non-target recommendation reduced recommendation trust without a significant system-trust penalty.Evidence B · P1
  774. MWITA-CO-2026-009In a within-subject advertisement-design experiment, expert evaluators rated GenAI-supported work more creative and unconventional but found no significant visual-appeal, brand-alignment or usefulness gains; overall creative-thinking ability did not significantly improve.Evidence B · P1
  775. MWITA-CO-2026-010A multi-study program found higher processing fluency for generated versus conventional ads, but a humorous conventional ad retained higher brand recognition than its generated counterpart while two other categories showed near-identical recall and recognition.Evidence A · P1
  776. MWITA-CO-2026-011A field experiment with a Chinese electronics company found AI-powered targeting reduced click propensity but increased post-click purchase propensity relative to manual demographic targeting, with different patterns for popular, niche and innovative products.Evidence B · P1
  777. MWITA-CO-2026-012In a randomized online-travel-planning field experiment, enthusiastic GenAI elicited longer prompts, while enthusiastic and neutral variants were more likely than an unconstrained-tone control to generate web-service subscription purchases.Evidence B · P1
  778. MWITA-AGC-2026-001Access to an AI livestream-shopping assistant increased sales 3.00% and reduced product-return rates 12.55%.Evidence A · P1
  779. MWITA-AGC-2026-002In a custom Alexa shopping experiment, evaluating fewer alternatives was associated with greater decision satisfaction, trust and willingness to delegate shopping decisions.Evidence A · P1
  780. MWITA-AGC-2026-003Scarcity cues increased experimental selection of a high-autonomy shopping assistant, although ordinary conditions favored lower autonomy.Evidence A · P1
  781. MWITA-AGC-2026-004Across five experiments, high AI autonomy generally reduced shopping-assistant adoption, while explicit scarcity modestly increased high-autonomy choice.Evidence A · P1
  782. MWITA-AGC-2026-005Controlled shopping-agent choices were model-dependent and causally sensitive to listing position, endorsements, price and description wording.Evidence B · P1
  783. MWITA-AGC-2026-006In simulated two-sided agent markets, response speed created a much larger selection advantage than service quality.Evidence B · P1
  784. MWITA-AGC-2026-007The best evaluated language agent still failed more than half of complex end-to-end shopping instructions in ShoppingBench.Evidence B · P1
  785. MWITA-AGC-2026-008On complex live-web shopping queries, evaluated web and deep-research agents achieved low holistic success, especially when filters and sorting had to be satisfied together.Evidence B · P1
  786. MWITA-AGC-2026-009Population-scale measurement found that raw x402 settlement count substantially overstated independently evidenced commerce adoption.Evidence B · P1
  787. MWITA-AGC-2026-010After excluding identified wash and test activity, Visa and Artemis reported measurable but differently scaled x402 and MPP machine-payment use.Evidence C · P1
  788. MWITA-AGC-2026-012Surveyed monthly online shoppers reported substantial willingness to delegate shopping stages, while data control and purchase accuracy remained major constraints.Evidence C · P1
  789. MWITA-AISO-2026-001In a preregistered U.S. field experiment, removing Google AI Overviews increased publisher CTR by 8.8 percentage points, while forced AI Mode reduced it by 18.8 percentage points versus current search.Evidence A · P1
  790. MWITA-AISO-2026-002Google AI Overviews reduced daily traffic to exposed English Wikipedia articles by about 15% relative to matched articles in language versions not yet exposed.Evidence A · P1
  791. MWITA-AISO-2026-003AI Overviews appeared for 51.5% of 5,000 representative real-user queries, while mean source overlap among organic search, AI Overviews and Gemini stayed below 0.2 Jaccard across the 11,500-query benchmark.Evidence A · P1
  792. MWITA-AISO-2026-004After one year, trackable organic ChatGPT referrals were below 0.2% of traffic; Organic Search had 13% higher conversion probability than oLLM, while Paid Social had 53% lower conversion probability than oLLM.Evidence A · P1
  793. MWITA-AISO-2026-005Conditional on searches that triggered an AI Overview, its display reduced outbound organic clicks from 0.62 to 0.37 per search and increased zero-click probability from 0.54 to 0.73.Evidence A · P1
  794. MWITA-AISO-2026-006Only 9.0% of 366,087 AI-search citations pointed to news, and OpenAI's top 20 news outlets received 67.3% of its news citations.Evidence B · P1
  795. MWITA-AISO-2026-008A generative-AI search interface on a Brazilian short-video platform increased search-active participation 3.52% and search-intent opens 5.73% without measurably increasing total platform consumption.Evidence B · P1
  796. MWITA-AISO-2026-010In U.S. desktop clickstream data, only 5.2% of ChatGPT conversation sessions produced an external click, while expanded ChatGPT Search access reduced traditional search use by 9.4%.Evidence A · P1
  797. MWITA-AISO-2026-011For position-one pages, AI Overview presence in December 2025 correlated with 58% lower desktop CTR than the counterfactual derived from non-AIO keywords.Evidence B · P1
  798. MWITA-ALGP-2026-001An FTC 6(b) document review of six pricing intermediaries found that their systems could use granular behavioral and contextual data to tailor prices, promotions or product ordering; the examined intermediaries worked with at least 250 clients.Evidence A · P1
  799. MWITA-ALGP-2026-002In two field experiments at a large digital firm, machine-learning personalized pricing raised expected profit 19% versus an optimized uniform price while reducing total consumer surplus 23%; more than 60% of consumers nevertheless received lower prices.Evidence A · P1
  800. MWITA-ALGP-2026-003Two large-scale field experiments at a major European e-commerce company evaluated how human overrides of algorithmic prices affected commercial performance across roughly 700,000 products.Evidence B · P1
  801. MWITA-ALGP-2026-004Clickstream evidence from a U.S. online grocery retailer and controlled experiments linked greater algorithmic price variability to higher consumer price sensitivity, with price salience identified as the mechanism.Evidence B · P1
  802. MWITA-ALGP-2026-010Across G7 authority materials available through July 2025, the OECD found no identified antitrust enforcement case focused solely on exploitative abuse from pricing algorithms; an Italian airline inquiry found AI and identity-based personalization were still rare and most differences reflected booking time and demand.Evidence A · P1
  803. MWITA-ALGP-2026-011A proposed DOJ settlement would bar RealPage from using competitors' current nonpublic data in runtime rent recommendations, restrict model training to nonpublic data aged at least 12 months, remove price-decrease-limiting features and impose monitoring.Evidence A · P1
  804. MWITA-ALGP-2026-012CMA mystery-shopping tests and market evidence found little evidence of websites offering personalized prices in the tested settings, while personalized product ordering was observed and algorithm-facilitated explicit price fixing remained a clearer enforcement concern.Evidence A · P1
  805. MWITA-AIAO-2026-001A diffusion-based auto-bidder improved reported ROI by 3.36% in a one-week Alibaba online A/B test, alongside 2.09% more purchases and 2.81% higher GMV.Evidence A · P1
  806. MWITA-AIAO-2026-002A hierarchical on-policy bidding agent raised conversion value 8.1% and ROI 3.3% versus a production system in a seven-day test, while campaigns with fewer than three daily conversions remained a documented weakness.Evidence B · P1
  807. MWITA-AIAO-2026-003A CTR-optimized advertising-image pipeline reported 7.4% higher click-through rate than a pretrained multimodal model in adaptive online serving.Evidence B · P1
  808. MWITA-AIAO-2026-004Embedded undisclosed product placement in an experimental LLM chatbot was difficult to recognize and shifted product evaluations while reducing benchmark answer quality by no more than three percent.Evidence A · P1
  809. MWITA-AIAO-2026-005LLM-generated ads did not significantly outperform human ads on personality personalization but were preferred more often on general persuasion principles, with a large penalty when AI origin was correctly detected.Evidence B · P1
  810. MWITA-AIAO-2026-006A deceptively synthetic crowd image reduced multiple event-ad evaluations, while a disclaimer restored interest and stated attendance intention approximately to human-created-ad levels.Evidence A · P1
  811. MWITA-AIAO-2026-007AI-origin disclosure improved recognition in Instagram travel advertising but reduced brand credibility, ad attitude, and stated purchase intention for influencer-sourced content.Evidence A · P1
  812. MWITA-AIAO-2026-008In green advertising, disclosure that an image was AI-generated produced more favorable brand attitudes and purchase intentions than disclosure that the copy was AI-generated.Evidence A · P1
  813. MWITA-AIAO-2026-009Disclosing that both advertising copy and image were AI-produced reduced perceived advertising value and purchase intention, with credibility mediating the negative response.Evidence A · P1
  814. MWITA-AIAO-2026-010Consumer trust differed across five concealed in-app ad-generation modalities spanning AI, human, and user-generated advertisements and memes.Evidence A · P1
  815. MWITA-AIAO-2026-011Adding explanations or beneficiary framing to an AI disclosure did not repair advertising response in a preregistered replication; explanatory wording slightly worsened ad and brand attitudes while engagement intention was statistically equivalent.Evidence A · P1
  816. MWITA-AIAO-2026-012Product-relevant AIGC advertisements directed substantially more gaze toward the product region than divergent AIGC advertisements among Chinese university viewers.Evidence A · P1
  817. MWITA-SSCO-2026-001One generative image model outperformed professional stock imagery on clicks in one display-ad setting, while the other tested models did not.Evidence A · P1
  818. MWITA-SSCO-2026-002In Lebanese wine marketing, virtual influencers produced stronger engagement and purchase intention under a hedonic appeal, while human influencers were more persuasive under authenticity framing.Evidence A · P1
  819. MWITA-SSCO-2026-003Transparency labeling did not uniformly increase trust in a virtual influencer; its direction reversed with Korean participants’ machine-heuristic tendency.Evidence A · P1
  820. MWITA-SSCO-2026-004Human and virtual influencers activated different persuasion pathways in Spain, with the human advantage in parasocial relationship larger for hedonic than utilitarian products.Evidence A · P1
  821. MWITA-SSCO-2026-005Head-mounted viewing of identical 360-degree influencer advertising improved several immediate attitudes and intentions versus smartphone viewing, but purchase intention did not remain elevated after one month.Evidence A · P1
  822. MWITA-SSCO-2026-006In controlled XR shopping, VR increased perceived enjoyment, while AR reduced perceived ease of use and did not significantly increase enjoyment or usefulness.Evidence A · P1
  823. MWITA-SSCO-2026-007In an Iranian IKEA comparison, interactivity was much more strongly associated with user experience in the AR format than in the web format.Evidence B · P1
  824. MWITA-SSCO-2026-008People detected political speech deepfakes substantially better with audio or audiovisual information than from transcripts, but text-to-speech fakes remained far from perfectly recognized.Evidence A · P1
  825. MWITA-SSCO-2026-009In a large UK feed experiment, combining user-centered interventions with content labels improved truth judgments most; user interventions generally outperformed labels without significantly reducing trust in true posts.Evidence A · P1
  826. MWITA-SSCO-2026-010A Chinese sign-language-avatar benchmark showed measurable improvement but limited absolute quality: only four of ten submitted systems achieved good readability.Evidence B · P1
  827. MWITA-SSCO-2026-011Synthetic human presenters were not less effective than real presenters for identical business pitches on average; outcomes were stronger when audiences believed the presenter was human.Evidence A · P1
  828. MWITA-SSCO-2026-012Higher VR fidelity produced no general retail benefit and reduced revisit intention among men in a browsing task while women responded positively.Evidence A · P1
  829. MWITA-HCO-2026-001In a preregistered cervical-screening messaging experiment, AI-targeted and AI-tailored narratives were perceived as lower quality and less believable and did not increase screening motivation beyond nonnarrative or generic narratives.Evidence A · P1
  830. MWITA-HCO-2026-002A clinician-validated AI avatar increased immediate semaglutide self-injection knowledge relative to nurse education but produced lower satisfaction and trust, with no significant self-efficacy difference.Evidence A · P1
  831. MWITA-HCO-2026-003Brief GPT-4o conversations increased immediate parental HPV-vaccination intent versus no message but did not outperform country-matched public-health materials, did not persist at 45 days, and did not increase self-reported vaccination uptake.Evidence A · P1
  832. MWITA-HCO-2026-004Labeling otherwise identical physicians as using AI for diagnosis substantially reduced US respondents’ trust and stated intention to seek care, with the lowest ratings under extensive AI use.Evidence A · P1
  833. MWITA-HCO-2026-005ChatGPT-assisted counseling before chemotherapy reduced measured anxiety and depression relative to clinician-led education in a two-center randomized trial, while 11.5% of reviewed AI responses were not rated appropriate.Evidence A · P1
  834. MWITA-HCO-2026-006A five-week motivational-interviewing AI vaccine assistant improved vaccine readiness and health literacy among vaccine-hesitant Hong Kong adults but did not produce a significant group-by-time reduction in vaccine hesitancy.Evidence A · P1
  835. MWITA-HCO-2026-007Adding a clinician-validated cataract chatbot to brochures did not improve knowledge gain, anxiety, or satisfaction, despite high usability among users and a 52% non-engagement rate in the chatbot arm.Evidence A · P1
  836. MWITA-HCO-2026-008Plausible AI misinformation cut novice medical students’ diagnostic accuracy from 21.0% to 9.2%, whereas correct AI explanations did not significantly improve accuracy over no explanation.Evidence A · P1
  837. MWITA-HCO-2026-009A minimal prompting boost improved the evidence-based quality of screening information produced by three LLMs for lay users, but responses remained below required health-communication standards.Evidence A · P1
  838. MWITA-HCO-2026-010Co-designed animations and images increased knowledge of ChatGPT limitations and selectively reduced intention to use it for higher-risk health questions, while leaving lower-risk use intentions similar to control.Evidence A · P1
  839. MWITA-HCO-2026-011Identical digital medical advice was judged less reliable and empathetic and elicited lower willingness to follow when labeled as AI-generated or human-plus-AI than when labeled human-generated.Evidence A · P1
  840. MWITA-HCO-2026-012In a randomized simulated-consultation crossover study, AMIE exceeded primary-care physicians on diagnostic accuracy and most rated communication dimensions, but the unfamiliar text-only OSCE setting prevents inference to clinical deployment.Evidence A · P1
  841. MWITA-AMPO-2026-001LLM and hybrid email copy produced gross profit statistically indistinguishable from human copy while sharply reducing production time in three retailer field experiments.Evidence A · P1
  842. MWITA-AMPO-2026-012Human–AI teams produced substantially more ads and better copy, but worse images, less diversity and no significant live-platform outcome lift.Evidence B · P1
  843. MWITA-ADTO-2026-001Labels on misleading AI images reduced belief and credibility, while a standalone AI-generated label did not significantly reduce sharing intention.Evidence A · P1
  844. MWITA-ADTO-2026-002An AI-generated label lowered perceived accuracy and sharing willingness even for true or human-made headlines.Evidence A · P1
  845. MWITA-ADTO-2026-004Voluntary disclosure of AI use reduced trust, but later discovery of undisclosed use damaged trust substantially more.Evidence A · P1
  846. MWITA-ADTO-2026-005People followed AI warning labels even when random or wrong, and false labels harmed news discrimination more than correct labels helped.Evidence A · P1
  847. MWITA-ADTO-2026-007AI and misinformation labels lowered authenticity of marked images while increasing assumed authenticity of unmarked images.Evidence A · P1
  848. MWITA-ADTO-2026-008Disclosing fully automated generative-AI social content reduced post credibility, brand attitude and perceived authenticity; AI assistance produced a weaker penalty.Evidence A · P1
  849. MWITA-ADTO-2026-009Explaining AI's specific role in ad creation improved persuasion mainly through role clarity and process credibility, not a robust direct attitude lift.Evidence A · P1
  850. MWITA-ADTO-2026-010AI disclosure harmed trust and ad attitudes most when service advertising depicted intangible or human attributes, while tangible backgrounds largely avoided the penalty.Evidence A · P1
  851. MWITA-ADTO-2026-011Top teams in a large open competition removed tested invisible image watermarks from most images while retaining high visual quality.Evidence A · P1
  852. MWITA-SBCO-2026-001Brief ESG summaries increased purchase intention, but actual purchase effects were small, short-lived and limited to positive social signals and voluntarily viewed full reports.Evidence A · P1
  853. MWITA-SBCO-2026-002Carbon-food-label information changed awareness and some within-category purchases, but did not substantially reduce total meat buying or shift diets toward plant foods.Evidence A · P1
  854. MWITA-SBCO-2026-003Adding a homeowner's suburb to wildfire-preparedness email framing nearly doubled click odds, but the absolute engagement lift remained below one percentage point.Evidence A · P1
  855. MWITA-SBCO-2026-004In an experimental online supermarket, product positioning materially improved basket health and environmental scores; adding labels yielded a smaller incremental environmental effect.Evidence A · P1
  856. MWITA-SBCO-2026-005Reflection plus a pledge before a green default produced lower-emission intended meal orders than simpler nudges in a UK online experiment.Evidence A · P1
  857. MWITA-SBCO-2026-006Attachment priming added to social-norm messages reduced electricity use more than standard norms in UAE campus housing during extreme heat.Evidence A · P1
  858. MWITA-SBCO-2026-007Rank-order information changed self-reported energy-conservation behavior in China, whereas numerical values alone and combined formats did not show the same downstream effect.Evidence A · P1
  859. MWITA-SBCO-2026-008A conservation film increased several pro-conservation responses, but immersive VR showed no broad incremental advantage over 2D in a Brazilian mall field experiment.Evidence A · P1
  860. MWITA-SBCO-2026-009Reciprocity and simplified referral design multiplied completed solar contracts in a low-income California program relative to reward reminders alone.Evidence A · P1
  861. MWITA-SBCO-2026-010Messages linking pro-environmental behavior to personal well-being produced inconsistent intentions and no revealed behavioral effect across US experiments.Evidence A · P1
  862. MWITA-SBCO-2026-011Daily moral appeals in a UK app study were associated with lower self-reported carbon footprints overall but adverse movement among participants with egoistic values.Evidence A · P1
  863. MWITA-SBCO-2026-012Financial-savings framing outperformed environmental and earnings frames for serious solar-adoption commitment in a large Dutch retailer experiment.Evidence A · P1
  864. MWITA-ICO-2026-001Nano- and micro-influencers generated far more directly attributed revenue per follower than larger influencers across observed and controlled campaigns.Evidence A · P1
  865. MWITA-ICO-2026-002Stricter disclosure enforcement increased sponsorship disclosure and sponsored posting but sharply reduced measured Instagram engagement.Evidence A · P1
  866. MWITA-ICO-2026-003In a real micro-influencer campaign, an explicit advertisement label produced more engagement per reach than no label, while randomized sentiment did not differ by disclosure.Evidence A · P1
  867. MWITA-ICO-2026-004Prominent virtual-influencer disclosure reduced purchase intention indirectly through a large credibility loss, while subtle disclosure had a smaller effect.Evidence A · P1
  868. MWITA-ICO-2026-007Higher sponsored-post frequency did not directly worsen skepticism or brand outcomes, and a small delayed purchase-intention increase was driven by the low-frequency condition.Evidence A · P1
  869. MWITA-LPPO-2026-001Consent-banner architecture changed real privacy choices far more than option order, with hidden reject controls sharply suppressing rejection.Evidence A · P1
  870. MWITA-LPPO-2026-002Moderate monetary persuasion strongly increased privacy repermission, but the maximum incentive alone did not, rejecting a monotonic more-reward rule.Evidence A · P1
  871. MWITA-LPPO-2026-003Removing personal data from homepage recommendations caused large declines in recommendation-driven clicks, views and purchases on a major commerce platform.Evidence A · P1
  872. MWITA-LPPO-2026-004Conversational data collection and reciprocal disclosure greatly increased verified personal-information sharing while also raising privacy concern.Evidence A · P1
  873. MWITA-LPPO-2026-005People became less willing to sell personal data when sharing imposed likely harm on peers, while social information could instead increase sharing.Evidence A · P1
  874. MWITA-LPPO-2026-006Dark patterns boosted initial acceptance of a financial offer, but several effects weakened when participants faced real monetary commitment friction.Evidence A · P1
  875. MWITA-LPPO-2026-007Personalized AI communication increased purchase probability while simultaneously activating helpfulness and intrusiveness pathways.Evidence A · P1
  876. MWITA-LPPO-2026-008Geo-triggered push raised coupon redemption versus pull access but did not increase spending relative to pull over one or four weeks.Evidence A · P1
  877. MWITA-LPPO-2026-009Actual coupon redemption improved product and manufacturer lifetime value among compliers, while average assignment effects and retailer value were much smaller or null.Evidence A · P1
  878. MWITA-LPPO-2026-010An unconditional physical gift increased immediate store spending, but the evidence did not establish that a physical gift outperformed an equal voucher.Evidence A · P1
  879. MWITA-LPPO-2026-011Variable point exchange rates reduced redemption because members optimistically waited for better future value, unless expiration was near.Evidence B · P1
  880. MWITA-LPPO-2026-012Recommendations tailored to ideal rather than current preferences improved value, trust and reuse intentions despite attracting slightly fewer clicks.Evidence A · P1
  881. MWITA-CCO-2026-001Early chatbot-identity disclosure reduced purchases by more than 79.7% in outbound sales, although an undisclosed chatbot matched proficient human sellers and outperformed inexperienced sellers.Evidence A · P1
  882. MWITA-CCO-2026-002Adding anthropomorphic cues to a retail buy-back chatbot improved transaction conversion but also made customers more sensitive to the cash offer.Evidence A · P1
  883. MWITA-CCO-2026-003Human sellers attracted more initial interest, whereas automated sellers obtained contact information more readily, showing that the preferred agent type reversed across consecutive funnel stages.Evidence A · P1
  884. MWITA-CCO-2026-004Disclosing possible human involvement behind a hybrid service chatbot made customer messages more human-oriented and increased employee workload.Evidence A · P1
  885. MWITA-CCO-2026-005Adding Hindi to an English-only commerce chatbot raised purchase odds by up to 87% but simultaneously raised uninstall hazard by about 76%.Evidence A · P1
  886. MWITA-CCO-2026-006Humanlike vocal fillers such as um and hmm reduced commercial response to AI sales calls by activating suspicion of persuasive motives.Evidence A · P1
  887. MWITA-CCO-2026-007Chatbot appearance and response style interacted with relationship stage: cartoon-warm designs favored subscriptions, while competence-oriented designs worked better for one-time buyers.Evidence A · P1
  888. MWITA-CCO-2026-009Deceptive chatbot use produced reputational spillovers that harmed both the organization and employees associated with it, including real recruiter penalties.Evidence A · P1
  889. MWITA-CCO-2026-010AI chatbots generated higher satisfaction for functional product attributes, while human employees generated higher satisfaction for experiential attributes.Evidence A · P1
  890. MWITA-CCO-2026-012Automated agents were perceived somewhat less favorably than humans, yet behavioral outcomes such as choosing and buying were statistically equivalent overall.Evidence A · P1
  891. MWITA-PRO-2026-001Price discounts mitigated the post-pandemic food inflation burden, while switching toward cheaper brands partly reversed that relief because cheaper varieties inflated faster.Evidence B · P1
  892. MWITA-PRO-2026-002Experiment-informed competitive price optimization materially increased both revenue and profit at a large US e-commerce retailer.Evidence A · P1
  893. MWITA-PRO-2026-003Providing small firms with readily available competitor prices caused them to change and align their own prices more often.Evidence A · P1
  894. MWITA-PRO-2026-004Larger preregistered replications found no robust purchase-likelihood advantage for multipack prices divisible by unit count.Evidence A · P1
  895. MWITA-PRO-2026-005Spreading the cost of an adaptive innovation across all customers made its pricing more acceptable than charging only the disability-targeted segment a larger premium.Evidence A · P1
  896. MWITA-PRO-2026-006Receiving a low-value outcome from a probabilistic promotion reduced actual repeat purchase relative to receiving the same discount with certainty.Evidence A · P1
  897. MWITA-PRO-2026-007Price-equivalent multi-unit promotions increased units purchased relative to single-unit discounts, but the added items were less likely to be consumed.Evidence A · P1
  898. MWITA-PRO-2026-008Extending a Freemium SaaS trial from three to seven days increased trial adoption and delayed conversion, but did not increase immediate conversion.Evidence A · P1
  899. MWITA-PRO-2026-009Passive subscription renewal frictions approximately doubled modeled seller revenue among a fixed set of initial subscribers.Evidence B · P1
  900. MWITA-PRO-2026-010A sudden reduction in a movie subscription's fixed fee increased downstream box-office revenue, especially for high-quality niche films.Evidence B · P1
  901. MWITA-PRO-2026-011A continuous-pricing demand model increased airline revenue in an operational field deployment, though the broader rollout estimate was smaller than the initial field result.Evidence B · P1
  902. MWITA-PRO-2026-012Selecting a non-discounted meal bundle increased purchases of products outside the bundle by causing shoppers to underestimate total basket size.Evidence A · P1
  903. MWITA-RCO-2026-001Sender-side reward uncertainty increased total referrals, whereas recipient-side uncertainty reduced referrals and post-referral engagement.Evidence A · P1
  904. MWITA-RCO-2026-002Facial profile photos beside positive product reviews increased real purchase conversion, while non-facial profile personalization did not reproduce the effect.Evidence A · P1
  905. MWITA-RCO-2026-003Cash-back solicitations generated more favorable reviews but reduced subsequent repurchase from the seller.Evidence A · P1
  906. MWITA-RCO-2026-004Showing relevant context about review writers improved customer conversion and repeated use on a relational-service platform.Evidence B · P1
  907. MWITA-RCO-2026-005Affective review writing increased reviewers' subsequent referral and repurchase behavior, while cognitive review content reduced both.Evidence A · P1
  908. MWITA-RCO-2026-006Review-update prompts work less often when delayed, and revised reviews become less emotional and more cognitively elaborated.Evidence B · P1
  909. MWITA-RCO-2026-007The mediated association between eWOM susceptibility and purchase intention was stronger on third-party review platforms than on enterprise-owned review sites.Evidence C · P1
  910. MWITA-RCO-2026-008Feasibility-oriented eWOM outperformed desirability-oriented eWOM on social media, but the message-type difference disappeared on a shopping platform.Evidence B · P1
  911. MWITA-RCO-2026-009Affective brand engagement and virtual-brand-community engagement were distinct, positive correlates of brand loyalty and eWOM across four countries.Evidence C · P1
  912. MWITA-RCO-2026-010Collective brand engagement had opposite short- and long-horizon relationships with actual game consumption.Evidence B · P1
  913. MWITA-RCO-2026-011Subsidized firm introductions generated transactions and durable operating gains, while information-only referrals had no effect.Evidence A · P1
  914. MWITA-RCO-2026-012Incentivizing first reviews increased listing attention and transaction count but did not increase nights sold or booking value.Evidence A · P1
  915. MWITA-OXO-2026-001An exogenous outage of an omnichannel retailer's mobile app reduced purchase frequency, quantity and value primarily through lower store purchases, producing estimated short-run revenue losses up to USD 1.08 million while online purchases did not change significantly.Evidence B · P1
  916. MWITA-OXO-2026-002At a Chinese omnichannel electronics retailer, switching eligible products to uniform online-offline pricing produced delayed estimated channel gains: initial online sales fell 5.64% (p<.01), the initial offline fall of 1.78% was nonsignificant (p>.10), and Q4 estimates rose 9.20% online and 8.00% offline (both p<.01); the aggregate online estimate of +1.31% was nonsignificant (p>.10).Evidence B · P1
  917. MWITA-OXO-2026-003Closing a store caused an estimated monthly net sales loss of USD 209,317 per affected county, equal to 18.7% of retailer net sales there, while active and new customers, app users and app engagement also declined.Evidence B · P1
  918. MWITA-OXO-2026-004Temporary store closure increased online orders from the affected area by 24%, but online recovered only 11% of otherwise lost offline demand and closing 10% of stores reduced total omnichannel sales by 5.5%.Evidence B · P1
  919. MWITA-OXO-2026-005Pop-up stores expanded regional total demand both during and after operation, indicating an omnichannel spillover beyond their temporary opening window.Evidence B · P1
  920. MWITA-OXO-2026-006Adding digital discount signage increased sales for promoted products located farther from the screen but had no significant incremental sales effect for promoted products located nearby.Evidence A · P1
  921. MWITA-OXO-2026-007Automated order-status screens reduced customer spending and basket depth in a service-intensive apparel store despite increasing convenience.Evidence A · P1
  922. MWITA-OXO-2026-008A 400-millisecond vibration paired with adding an item to a grocery-app basket increased purchased items and net sales per order in a national randomized field experiment.Evidence A · P1
  923. MWITA-OXO-2026-011Among South African grocery shoppers who had not adopted BOPIS, perceived enjoyment and convenience reduced rejection intention, whereas perceived time saving did not.Evidence C · P1
  924. MWITA-SBO-2026-001Multi-segment sales contests improved performance across salesperson segments, whereas single-segment contests did not outperform a no-contest control.Evidence A · P1
  925. MWITA-SBO-2026-002Identifiable sales rankings were associated with higher quota attainment and lower salesperson turnover, while anonymous rankings improved quota attainment but increased turnover.Evidence B · P1
  926. MWITA-SBO-2026-003Untailored AI reduced pharmaceutical sales activity and units sold, whereas a human-centered implementation tailored to work styles increased customer meetings.Evidence A · P1
  927. MWITA-SBO-2026-004Mandatory mentorship raised new sales agents' daily revenue by 19% and revenue per call by 12% during the first two months, while voluntary opt-in produced approximately zero average revenue gain.Evidence A · P1
  928. MWITA-SBO-2026-005Reducing sales-target ratcheting by one standard deviation was associated with a 19% increase in sales output.Evidence B · P1
  929. MWITA-SBO-2026-006Field-service technicians initiated about 10% more selling activity in situations with approximately 22% lower success probability, while promising failed out-of-warranty service visits were comparatively underused for selling.Evidence B · P1
  930. MWITA-SBO-2026-007Randomized access to eBay's Seller Hub analytics increased weekly seller revenue by 3.6% on an intention-to-treat basis.Evidence A · P1
  931. MWITA-SBO-2026-008Predictive churn analytics produced heterogeneous customer-revenue effects that depended on predicted churn risk, prior customer revenue and salesperson technology perceptions, capability and orientation, rather than a uniform lift.Evidence A · P1
  932. MWITA-SBO-2026-009Incentive-aligned price delegation to automobile salespeople increased short-term sales volume and gross profit and was associated with higher long-term market share, service volume and service revenue.Evidence B · P1
  933. MWITA-SBO-2026-011Sales-content-platform access was associated with higher opportunity conversion, conditional on content type, sales-process phase and salesperson tenure, with disproportionately larger benefits for experienced sellers.Evidence B · P1
  934. MWITA-PPO-2026-001Survey respondents holding a positive overall image of a country were approximately twice as likely to report an intention to relocate there.Evidence B · P1
  935. MWITA-PPO-2026-002High urban talent attraction was associated with seven distinct configurations of urban-brand-ecology conditions rather than one universally sufficient city-brand attribute.Evidence B · P1
  936. MWITA-PPO-2026-003Non-immersive VR tours reduced property time-on-market by an estimated 28% to 49% but did not increase selling price.Evidence A · P1
  937. MWITA-PPO-2026-004Exclusive listings had a 0.10 higher 90-day transaction probability and spent 8.78 fewer days on market than non-exclusive listings, with additional buyer visits identified as the mechanism.Evidence A · P1
  938. MWITA-PPO-2026-005Greater property-listing sparsity was associated with significantly fewer buyer inquiries, and the negative association was stronger for high-credibility agents and premium-visibility listings.Evidence B · P1
  939. MWITA-PPO-2026-006Panoramic rather than close-range Airbnb cover photos increased click-through and booking intention among promotion-focused consumers, with depth of information processing mediating the interaction.Evidence B · P1
  940. MWITA-PPO-2026-007Employment information and anti-discrimination messages changed racial and gender gaps in letting-agent response rates by as much as 22% and 56%, respectively, but effects differed sharply across applicant groups.Evidence A · P1
  941. MWITA-PPO-2026-008In Wuhan portal and transaction data, a 1% increase in online followers was associated with 21% more physical home visits, while VR tours shortened marketing time by 6.4% and narrowed the bid-ask spread by 2%. Evidence B · P1
  942. MWITA-PPO-2026-009Superficial 0-7-day relisting resets were associated with longer total marketing periods, whereas 31-180-day off-market gaps reduced them; price effects varied by housing-cycle phase and relisting type.Evidence B · P1
  943. MWITA-PPO-2026-010A gradient-boosting model combining property, neighborhood and street-view features predicted Seoul single-family prices with test R-squared 0.817 versus 0.660 for linear regression, while greenery, enclosure and paved sidewalks showed significant nonlinear relationships with predicted price.Evidence B · P1
  944. MWITA-PPO-2026-011A GBDT house-price model outperformed the linear model by 47.87% in R-squared, and adding five street-perception measures improved R-squared by 26.15%.Evidence B · P1
  945. MWITA-PPO-2026-012Compared with listing photographs, an immersive headset tour increased physiological emotion, presence and user experience, but among three behavioral items only willingness to visit the real property was significantly higher.Evidence B · P1
  946. MWITA-BSO-2026-001Informing consumers that advertisements from their initially preferred company had appeared on misinformation websites increased switching to another company by 13 percentage points versus control (95% CI 10-16; p<0.001).Evidence A · P1
  947. MWITA-BSO-2026-002Fifty-one percent of surveyed US consumers said they were likely to stop using a brand's product or service when its advertisement appears near inappropriate content.Evidence B · P1
  948. MWITA-BSO-2026-003Fraud and sophisticated invalid traffic rates were 1.0% for protected campaigns versus 2.1% for an unprotected campaign on an average day in 2024, and 1.6% versus 5.2% on the highest day.Evidence B · P1
  949. MWITA-BSO-2026-004Google reported that permanently suspending more than 700,000 advertiser accounts associated with AI-generated public-figure impersonation scams coincided with a 90% decline in reports of that scam-ad type during 2024.Evidence B · P1
  950. MWITA-BSO-2026-005Reported losses associated with business- and government-impersonation scams reached USD 1.1 billion in 2023, up from USD 310 million in 2020.Evidence A · P1
  951. MWITA-BSO-2026-006The Financial Fraud Kill Chain froze USD 561.6 million of USD 848.4 million in attempted fraudulent transfers referred during 2024, a reported 66% success rate.Evidence A · P1
  952. MWITA-BSO-2026-007The combined table reported AUD 152.6 million in payment-redirection scam losses in 2024, 66.6% above 2023, but the like-for-like increase using only consistently categorized sources was 9.0%.Evidence A · P1
  953. MWITA-BSO-2026-008Forty-seven percent of consumers said they were likely to abandon a purchase or sign-in when they could not remember their password, including 17% who were highly likely to do so.Evidence B · P1
  954. MWITA-BSO-2026-009Microsoft reported a 98% passkey sign-in success rate versus 32% for password sign-ins, approximately three times higher success.Evidence B · P1
  955. MWITA-BSO-2026-010Dashlane observed 92% conversion on web passkey-authentication opportunities versus 54% for automatic password sign-in opportunities, a 70% relative increase.Evidence B · P1
  956. MWITA-BSO-2026-011Corporate apologies produced higher net consumer trust and support than denying responsibility or providing no response because perceived reform outweighed the apologies' simultaneous increase in perceived culpability.Evidence A · P1
  957. MWITA-BSO-2026-012Spontaneously recognizing a deepfake user-generated-content-style advertisement produced more negative attitudes, engagement intentions and purchase intentions than either not recognizing it or recognizing it only after later disclosure.Evidence A · P1
  958. MWITA-ASDO-2026-001Large news publishers that began blocking generative-AI crawlers experienced about 7% lower weekly visits within six weeks relative to not-yet or never-blocking publishers in the revised study specification.Evidence B · P1
  959. MWITA-ASDO-2026-002Blocking Perplexity's crawler reduced a blocking news domain's Perplexity referral traffic by 46-48%, while displaced referrals concentrated among larger accessible outlets.Evidence B · P1
  960. MWITA-ASDO-2026-003Across two complete Bali venue markets, 85.6% of venues were never recommended by any of four production AI systems, including 72.6% of established venues with at least 50 ratings.Evidence B · P1
  961. MWITA-ASDO-2026-004Across 128 brands and 13 languages, 85.7% of URL-grounded citations used in LLM brand answers pointed to third-party rather than brand-owned sites.Evidence B · P1
  962. MWITA-ASDO-2026-005A defined AEO intervention on one large site's treated page subset produced a 1.82-fold intervention-aligned increase in the treated/control ChatGPT-referral ratio, far below the site's raw 5.7-fold referral growth.Evidence B · P1
  963. MWITA-ASDO-2026-007In controlled cross-engine comparisons, AI-search citations skewed toward earned media, but the mix varied materially by engine; for family-SUV queries ChatGPT used 81% earned and 19% brand sources while Perplexity used 58% earned, 32% brand and 9% social.Evidence B · P1
  964. MWITA-ASDO-2026-008In a 533-brand commercial-recommendation audit, 48-52% of specialist and regional brands never appeared, while top-tier brands appeared in nearly every relevant retrieval but won only 25-41% of reachable recommendation slots.Evidence B · P1
  965. MWITA-ASDO-2026-009Top-recommended brand agreement across GPT-5.2, Gemini 3 Flash and Perplexity sonar-pro was only 41.6%, indicating that category leadership on one answer engine did not reliably carry to another.Evidence B · P1
  966. MWITA-ASDO-2026-011Adding social-proof language to otherwise controlled product descriptions consistently increased recommendation rate and rank across tested LLMs, whereas scarcity and exclusivity language reduced visibility.Evidence A · P1
  967. MWITA-MIO-2026-001Across 15 Facebook advertising RCTs, commonly used observational estimators often failed to recover experiment-identified lift even with extensive demographic and behavioral controls; in half of the purchase studies every tested observational method missed percentage lift by at least a factor of three.Evidence A · P1
  968. MWITA-MIO-2026-002In 663 Facebook RCT benchmarks, neither double/debiased machine learning nor stratified propensity-score matching reliably recovered causal ad lift despite more than 5,000 user- and experiment-level features.Evidence A · P1
  969. MWITA-MIO-2026-003A randomized ghost-ad retargeting experiment found 17.2% more website visits and 10.5% more purchases while attaining comparable lift precision at at least an order of magnitude lower control-group media cost than intent-to-treat or PSA designs.Evidence A · P1
  970. MWITA-MIO-2026-004eBay randomized paid-search suppression and found no measurable short-run benefit from brand-keyword ads; for nonbrand terms, the total paid-search regime added an estimated 0.66% to sales with a 95% confidence interval spanning -0.42% to 1.74%, and average returns were negative because frequent users absorbed most spend without responding.Evidence A · P1
  971. MWITA-MIO-2026-005A Yahoo randomized display-ad experiment for a national retailer increased total purchases by about 5%; 93% of incremental sales occurred in physical stores and 78% came from people who never clicked an ad.Evidence A · P1
  972. MWITA-MIO-2026-006Twenty-five major-advertiser field experiments showed that even very large randomized ad tests often leave ROI too imprecise for confident budget decisions.Evidence A · P1
  973. MWITA-MIO-2026-007Free Yelp search advertising caused average gains of 19% in restaurant page views, 7%-14% in downstream purchase-intention actions and 5% in customer reviews during treatment, but tracked effects dissipated immediately after ads stopped.Evidence A · P1
  974. MWITA-MIO-2026-008Across 288 established consumer brands, estimated marginal TV-ad ROI was negative for more than 80% of brands and the overall observed advertising schedule had positive ROI for only about one-third.Evidence A · P1
  975. MWITA-MIO-2026-009Randomly switching on retargeting for visitors to a home-improvement retailer caused 14.6% more users to return within four weeks; 33% of first-week advertising's effect occurred on day one, and week-two ads worked better following nonzero week-one assignment.Evidence A · P1
  976. MWITA-MIO-2026-010A randomized European e-retailer retargeting test found about a 4.5% relative increase in purchase probability but no evidence that users receiving higher platform bids were more incrementally responsive; under the CPA contract, 46.4% of platform fees were tied to purchases estimated to have happened anyway.Evidence A · P1
  977. MWITA-MIO-2026-011Bing experiments showed brand ads without competitors increased focal-brand clicks only 1%-4%; competitors in positions 2-4 diverted 1%-5% when the focal ad remained, while competitors could take 18%-42% when a nonadvertising focal brand faced competition.Evidence A · P1
  978. MWITA-MIO-2026-012In three advertiser case studies benchmarked to randomized geo experiments, naive observational paid-search ROAS was roughly 15x, 8.4x and 2.9x the indexed experimental estimates; query-volume selection-bias correction reduced estimates to 3.0x, 1.9x and 0.8x, respectively.Evidence B · P1
  979. MWITA-CPCO-2026-003Adding social-norm or public-service language to official overdue-tax reminders increased payment; the strongest moral-cost message raised the payment rate by 5.1 percentage points and accelerated an estimated GBP4.9 million during the first experiment's 23-day window.Evidence A · P1
  980. MWITA-CPCO-2026-004Tax-authority messages emphasizing prison sentences or public disclosure increased corporate income-tax payments by an estimated USD184 million; the public-disclosure message increased average tax paid by about USD2,200, or 18%, relative to a simple reminder.Evidence A · P1
  981. MWITA-CPCO-2026-005Court-date text reminders reduced failure to appear by 8.0 percentage points from a 37.9% control rate (21% relative; p<0.001); the message combining logistical and consequence information reduced it by 9.9 points.Evidence A · P1
  982. MWITA-CPCO-2026-006A first text reminder with easy scheduling increased first-dose vaccination at UCLA Health by 3.57 percentage points (26% relative) and vaccination anywhere by 2.1 points (SE 0.4; p<0.001); a second reminder among non-schedulers added 1.06 points at UCLA Health.Evidence A · P1
  983. MWITA-CPCO-2026-007In a randomized heavy-rain warning survey, the strongest peer-externality message increased stated shelter-evacuation intention by about 15 percentage points versus the control; at eight months, a different gain/prevention message increased reported emergency-item preparation by 4.7-5.8 points, but no message changed observed pre-evacuation.Evidence A · P1
  984. MWITA-CPCO-2026-008One mailed letter increased completed ACA marketplace enrollment from 4.0% to 4.3%, an absolute 0.3-point effect (95% CI 0.2-0.4; p<0.001) and 1,753 marginal enrollments; action-language variants produced the largest pooled increase at 0.5 points.Evidence A · P1
  985. MWITA-CPCO-2026-010During drought, utility communications combining technical advice, prosocial language and household-versus-county water comparison reduced water use by about 4.8%, versus almost 3% for prosocial messaging, while technical advice alone had only a small effect.Evidence A · P1
  986. MWITA-CPCO-2026-011Announcing a matching grant in direct mail increased revenue per solicitation by 19% and donation probability by 22%, but 2:1 and 3:1 match ratios produced no additional effect beyond 1:1.Evidence A · P1
  987. MWITA-PKSO-2026-001Front-of-package health warnings reduced realized sugar-sweetened-beverage purchases in a naturalistic convenience-store experiment, while several product-belief outcomes remained unchanged.Evidence A · P1
  988. MWITA-PKSO-2026-002Among five front-of-package systems, nutrient-specific 'high in' warnings most consistently shifted incentivized beverage and snack purchases toward lower targeted nutrients, but effects were outcome-specific rather than universal.Evidence A · P1
  989. MWITA-PKSO-2026-003In a laboratory grocery aisle, two front-of-package nutrition formats produced mostly null changes in the nutrient profile of parent-child food choices, and explanatory signage yielded only narrow improvements.Evidence A · P1
  990. MWITA-PKSO-2026-004Black-octagon nutrient warnings reduced stated purchase choice for three unhealthy mock products more than Nutri-Score or traffic lights, while nutrient claims partially counteracted warning effects.Evidence A · P1
  991. MWITA-PKSO-2026-005Four interpretive front labels each reduced calories in hypothetical beverage and snack selections relative to calorie-only labels, with similar effects across education groups despite differing attention and trust reactions.Evidence A · P1
  992. MWITA-PKSO-2026-006Heavier but visually identical packaging increased perceived flavor intensity and indirectly raised desire and willingness to pay through flavor evaluation, without a significant direct improvement in overall flavor evaluation.Evidence A · P1
  993. MWITA-PKSO-2026-007A child-directed fun label changed experienced liking and effort for objectively identical healthy snacks more strongly than a plain or health label.Evidence A · P1
  994. MWITA-PKSO-2026-008Receptacle color produced a small shift in perceived carbonation, while neither receptacle color nor weight materially changed liking or basic-taste ratings across beverages.Evidence A · P1
  995. MWITA-PKSO-2026-009Transparent and food-image windows attracted more gaze than a non-food baseline, but transparent windows were not generally superior to food graphics and purchase-intention gains depended on product category.Evidence A · P1
  996. MWITA-PKSO-2026-010Packaging color had no uniform main effect; its effect on stated purchase depended on congruence with vice versus virtue positioning.Evidence A · P1
  997. MWITA-PKSO-2026-011Angular package graphics increased stated purchase intention for one whole-wheat bread relative to circular graphics, with later experiments indicating perceived healthiness and self-construal as important contingencies.Evidence A · P1
  998. MWITA-PKSO-2026-012Graded A-to-E sustainability labels shifted incentive-compatible product choices toward both the best performers and away from the worst more strongly than positive-only or negative-only labels.Evidence A · P1
  999. MWITA-EBRO-2026-001Recruitment postcards emphasizing the challenge of policing or long-term career benefits generated about three times as many police applications as the control, whereas public-service-motivation messages did not attract people who would not otherwise have applied; the effective messages did not observably reduce applicant quality and were especially effective among women and people of color.Evidence A · P1
  1000. MWITA-EBRO-2026-002Adding a conventional equal-employment-opportunity statement to real job advertisements reduced rather than increased racial-minority job seekers' likelihood of completing an application, with larger adverse responses among more educated job seekers and in white-majority cities.Evidence B · P1
  1001. MWITA-EBRO-2026-003Gender-neutral wording increased the female share of applicants only when a job ad was saliently different from mostly untreated ads; the effect attenuated as applicants were exposed to more treated ads, implying that the small-scale diversity gain did not scale mechanically platform-wide.Evidence B · P1
  1002. MWITA-EBRO-2026-004Telling directly sourced candidates that an AI application had been used to identify them significantly reduced their interest in a real public-sector job offer, even though an exploratory deployment analysis indicated that the tool's person-job-fit score could predict leaders' fit assessments.Evidence A · P1
  1003. MWITA-EBRO-2026-005Combining premium vacancy promotion with applicant identity verification increased portal-sourced hiring by 8.2 percentage points, or 67.8% relative to control, and increased the probability that a vacancy was filled overall by about 11%; either service alone did not significantly increase hiring.Evidence A · P1
  1004. MWITA-EBRO-2026-006Job advertisements offering time, place, or full flexibility produced higher application rates than otherwise comparable nonflexible ads; full flexibility raised the application rate from 0.24% to 0.45% in the raw treatment comparison.Evidence A · P1
  1005. MWITA-EBRO-2026-007Advertising higher expected earnings attracted 36% more applicants and increased vacancy filling, but also signaled a less prosocial role and reduced recruitment of the most socially motivated candidates, who subsequently stayed longer and performed better.Evidence A · P1
  1006. MWITA-EBRO-2026-008Raising the advertised monthly wage from MXN 3,750 to MXN 5,000 increased applications by 26% and the conversion of selected candidates into accepted offers by 35%, while attracting applicants with stronger measured ability and no observed reduction in public-service motivation.Evidence A · P1
  1007. MWITA-EBRO-2026-009Performance-contingent referral rewards induced high-ability participants to refer higher-performing contacts, whereas larger fixed referral payments did not improve referral quality; high-ability referrers possessed useful private information but used it selectively when incentives aligned.Evidence A · P1
  1008. MWITA-EBRO-2026-010Referred online workers were more likely to accept an offer, submit work on time and continue than observably similar nonreferred workers, including on work performed under a different firm name without their referrers, indicating that referrals carried otherwise hidden information about worker quality and persistence.Evidence A · P1
  1009. MWITA-EBRO-2026-011Giving real applicants the interview questions immediately before a structured videoconference interview improved perceived chance to perform and overall fairness, but did not reduce anxiety; a standardized rapport-building script produced no significant applicant-reaction benefit.Evidence A · P1
  1010. MWITA-EBRO-2026-012Negative employment word-of-mouth reduced applicant attraction most strongly for an unknown employer; established positive or negative employer-brand knowledge attenuated—but did not eliminate—the negative signal.Evidence A · P1
  1011. MWITA-SPEO-2026-001Prior exposure to a direct competitor sponsor reduced identification of the focal incumbent sponsor from 85.5% to 66.7% in Study 1; Study 2's pooled competitor main effect was null, with effects varying by sponsor tenure/context.Evidence A · P1
  1012. MWITA-SPEO-2026-002Explicitly articulating the sponsor-event relationship improved cued sponsor recall, while competitor presence impaired it in the third experiment.Evidence A · P1
  1013. MWITA-SPEO-2026-003Experiential sponsorship activation was positively associated with purchase intention directly and indirectly through brand equity; sponsorship satisfaction had no direct association with purchase intention but had a bounded indirect path through brand equity.Evidence B · P1
  1014. MWITA-SPEO-2026-004Entertainment evaluation at sponsored fashion events was associated with sponsor purchase intention, especially among international tourists; product-knowledge effects were larger among locals and domestic tourists.Evidence B · P1
  1015. MWITA-SPEO-2026-005Symbolic and social fan-benefit activation generated stronger altruistic sponsor attributions than financial benefits, and those attributions mediated brand attitude and loyalty responses.Evidence A · P1
  1016. MWITA-SPEO-2026-006Major League Baseball bobblehead giveaways were associated with higher paid attendance, with diminishing response as giveaway quantity approached roughly 40% of stadium capacity and no detected substitution across games or teams.Evidence B · P1
  1017. MWITA-SPEO-2026-007Concert attendance increased subsequent listening to the performing artist among attendees, while spillovers to friends appeared for established popular artists but not emerging artists.Evidence B · P1
  1018. MWITA-SPEO-2026-008Among identified season-ticket holders, attendance at special events and a fan-player bonding event was positively associated with merchandise spending, while neither event measure predicted match attendance.Evidence B · P1
  1019. MWITA-SPEO-2026-009Large sport-sponsorship announcements produced a small positive average abnormal return, but effects varied sharply by sport and were not significant for soccer windows.Evidence B · P1
  1020. MWITA-SPEO-2026-010A sponsored athlete's tournament victory was followed by a small positive market-adjusted return for clothing endorsers, whereas risk-adjusted, equipment, and runner-up effects were mostly null.Evidence B · P1
  1021. MWITA-SPEO-2026-011NBA arena naming sponsorship showed no robust positive stock-return or sales-growth effect; a negative sales-growth coefficient weakened materially under firm fixed effects and robust errors.Evidence B · P1
  1022. MWITA-SPEO-2026-012Worldwide Olympic TOP partners did not outperform matched non-sponsors around the Paris 2024 Games; technology partners underperformed before the Games.Evidence B · P1
  1023. MWITA-PCR-2026-001When the organization’s PR practitioner disclosed its own crisis before another source did, journalists rated the practitioner as more credible, but expressed greater—not lower—interest in the story; crisis-severity judgments and framing in reporters’ news leads did not differ.Evidence A · P1
  1024. MWITA-PCR-2026-002Organizational self-disclosure before third-party revelation raised all three trust dimensions and purchase intention, but its advantage was conditioned by prior reputation and crisis type rather than being a universal timing effect.Evidence A · P1
  1025. MWITA-PCR-2026-003Apology was not superior to compensation or sympathy: the three victim-centered responses produced statistically similar reputation, account-acceptance, anger and negative-word-of-mouth scores, while information-only drove the observed reputation and account-acceptance differences.Evidence A · P1
  1026. MWITA-PCR-2026-004Crisis-communication channel affected reputation, secondary communication and boycott-related reactions, whereas message strategy affected only secondary crisis reactions; in this design the medium separated more outcomes than apology, sympathy or information content.Evidence A · P1
  1027. MWITA-PCR-2026-005An apology repaired trust when hotel overcharging was attributed to an external computer failure, but not when the same 60% price increase was portrayed as intentional harm.Evidence A · P1
  1028. MWITA-PCR-2026-006Passive wording reduced attributed responsibility and indirectly protected reputation only when the organization denied an unresolved accusation; it supplied no reputational benefit when paired with an apology.Evidence A · P1
  1029. MWITA-PCR-2026-007Debunks from competitors, media or regulators substantially reversed misinformation-driven product avoidance in incentive-compatible choices; for fluoride toothpaste the share choosing the ingredient fell from .67 to .56 after misinformation and recovered to .64 after debunking.Evidence A · P1
  1030. MWITA-PCR-2026-008Across five studies, fact-check labels reduced belief in repeated corporate misinformation without a familiarity backfire; strong unambiguous corrections could reverse the repetition effect, but brand evaluations were only partially restored.Evidence A · P1
  1031. MWITA-PCR-2026-009Both traditional and social earned media predicted microlending ‘sales’; a traditional mention had the larger per-event effect, but social earned media had the larger elasticity after its much higher event frequency was incorporated and also preceded traditional coverage.Evidence B · P1
  1032. MWITA-PCR-2026-010Corporate-misconduct events had no average US stock reaction until at least four high-reach outlets covered them; at that threshold mean three-day abnormal return was -1.12%, revealing exposure scale as a market-value boundary.Evidence B · P1
  1033. MWITA-PCR-2026-011For 169 Chinese product-harm crises, firm-first disclosure was associated with a more negative three-day market reaction than third-party disclosure (-1.74% versus -1.09% CAR), the opposite of the trust benefit often found in consumer experiments.Evidence B · P1
  1034. MWITA-PCR-2026-012After a five-month peanut-butter recall, post-crisis advertising accelerated first repurchase for the stronger Kraft brand but not the weaker Eta brand; observed recovery depended on pre-crisis loyalty, familiarity and brand strength rather than communication alone.Evidence B · P1
  1035. MWITA-ELO-2026-001In the main randomized field experiment, adding the recipient's name to the subject line raised detected opens from 9.05% to 10.80%, sales leads from 0.39% to 0.51%, and reduced unsubscribes from 1.2% to 1.0%; related experiments across three firms also reported benefits.Evidence A · P1
  1036. MWITA-ELO-2026-002Two randomized German field experiments did not reproduce a benefit from first-name subject-line personalization among students: detected opens were 3.2% lower and clicks similar, both nonsignificant; title-plus-surname personalization among politicians raised opens 11.8% significantly while its 14% click lift was nonsignificant.Evidence A · P1
  1037. MWITA-ELO-2026-003Across three longitudinal field experiments, emails tailored with data applicants had actively volunteered outperformed observed-data personalization in aggregate open, click-to-open and conversion outcomes, but unsubscribe differences were not significant and ordinary observed-data personalization did not outperform the untailored control.Evidence A · P1
  1038. MWITA-ELO-2026-004Reducing coupon-email frequency from daily to every other day for one week cut unsubscribe probability 59.2% but also reduced daily revenue 7.6%, purchase probability 4.8% and item quantity 10%; price per item was effectively unchanged.Evidence A · P1
  1039. MWITA-ELO-2026-005Two incremental engagement emails over one month increased five-month subscriber retention likelihood 7.4%, reduced churn odds 26.3% and increased per-period service consumption 7.0%, yet modeled profit rose only for some subscription/use segments and fell for others because retained usage creates service cost.Evidence A · P1
  1040. MWITA-ELO-2026-006In the stratified randomized beauty-retail experiment, email had no significant sales effect in any of six customer-value segments, despite observational models finding email responsiveness for some current-customer segments; direct mail worked for prospects and the email-plus-mail interaction was small but significant only for medium-value customers.Evidence A · P1
  1041. MWITA-ELO-2026-007Across 70 randomized experiments on a ticket-resale platform, emailed discounts increased average expenditure by $3.03, or 37.2%, during the promotion window and by $1.55 the following week; about 90% of the promotion-window gain occurred without offer redemption.Evidence A · P1
  1042. MWITA-ELO-2026-008Varying the subject line across weekly lifecycle emails produced small detected-open gains: 1.1 percentage points across weeks 2-3 among active/new learners and 0.3 points among all new learners; the fixed-effects meta-analysis estimated +0.7 points, while course progress was null.Evidence A · P1
  1043. MWITA-ELO-2026-009Across three randomized field experiments, authority cues in sender names or subject lines sometimes improved early detected opens but did not improve clicks; the initially selected subject-line winner was not statistically significant when measured at 30 days, indicating a winner-timing/fade-out problem.Evidence A · P1
  1044. MWITA-ELO-2026-010Adding problem-solving content to four monthly emails reduced rather than increased access to an audit-and-feedback tool by 12.9%, while anticipated-regret and material-incentive content did not significantly increase access; fewer than half opened and fewer than one in ten clicked.Evidence A · P1
  1045. MWITA-ELO-2026-011Among people who had enrolled but not activated an e-cohort, three reminders mixing standard email, SMS and institutional email increased 30-day questionnaire completion 27% relative to a single-mode approach; SMS accelerated response and institutional/formal email appeared more effective than standard wording.Evidence A · P1
  1046. MWITA-ELO-2026-012Measurement of the Alexa Top Million and more than a year of Gmail SMTP connections found that among a long tail of over 700,000 SMTP servers, only 35% successfully configured encryption and 1.1% published a DMARC authentication policy; in seven countries, over 20% of inbound Gmail messages arrived in cleartext due to observed network attacks.Evidence A · P1
  1047. MWITA-LRO-2026-001Crossing a Yelp display-rating threshold implies about 5%–9% higher revenue for independent Seattle restaurants; chain-affiliated restaurants show no rating response.Evidence A · P1
  1048. MWITA-LRO-2026-002An additional displayed Yelp half-star caused restaurants to be sold out at 7 p.m. 19 percentage points more often, about 49% relative to baseline availability.Evidence A · P1
  1049. MWITA-LRO-2026-003Hotels that began publicly responding to reviews gained about 0.12 stars and 12% more review volume, while their remaining one- and two-star reviews became about 10% longer.Evidence B · P1
  1050. MWITA-LRO-2026-004Roughly 16% of sampled Yelp restaurant reviews were filtered as suspicious; filtering was more likely when reputation was weak, after bad reviews, and under stronger competition.Evidence B · P1
  1051. MWITA-LRO-2026-005Half of smartphone local searchers reported visiting a related store within a day, and diary-observed local smartphone searches were followed by purchase within a day 18% of the time versus 7% for nonlocal searches.Evidence B · P1
  1052. MWITA-LRO-2026-006Among recent mobile purchasers, 70% reported using click-to-call from search results; in local services, 76% said they would use calling to schedule a professional-service appointment.Evidence B · P1
  1053. MWITA-LRO-2026-007A 1% improvement in a hotel's aggregate online reputation score was associated with up to 0.89% higher average daily rate, 0.54% higher occupancy and 1.42% higher revenue per available room.Evidence B · P1
  1054. MWITA-LRO-2026-008A 10% improvement in review rating was associated with 4.4% more hotel-booking proxy volume, while a 10% increase in rating variance was associated with 2.8% less.Evidence B · P1
  1055. MWITA-LRO-2026-009Randomly soliciting a hotel review reduced the solicited customer's subsequent brand spending by $16, or 7%, on average; harm was concentrated among less-than-perfectly-satisfied, highly loyal customers.Evidence A · P1
  1056. MWITA-LRO-2026-010After EU roaming charges ended, tourist-accessible high-rated Rome restaurants gained nearly 6% annual revenue, mid-rated restaurants about 4%, low-rated restaurants no revenue lift, and the exit probability of low-rated restaurants doubled.Evidence A · P1
  1057. MWITA-LRO-2026-011In Expedia's randomized-ranking sample, click and booking probabilities decline materially with lower position; a modeled consumer-surplus ranking would outperform Expedia's ranking by $1.205 consumer surplus and $0.084 platform revenue per impression.Evidence A · P1
  1058. MWITA-LRO-2026-012Without prior reviews, Airbnb requests from guests with African American-sounding names were accepted 19.2 percentage points less often; one credible peer review made Black–White acceptance rates statistically indistinguishable.Evidence A · P1
  1059. MWITA-BAO-2026-001After permanent national-brand deletion, sister brands captured only about 38% of the deleted revenue; average competitor revenue rose 1.73% (private labels 3.45%, sister brands 2.77%, rival national brands 1.36%) while category revenue fell 2.3%, so portfolio recapture and category health are distinct outcomes.Evidence B · P1
  1060. MWITA-BAO-2026-002For Aunt Jemima/Pearl Milling pancake mix, removing the character image alone produced a bounded-null willingness-to-pay response, whereas changing the name reduced willingness to pay by more than 30% and simulated choice share by more than 20 percentage points; an explanatory message mitigated much of the loss.Evidence A · P1
  1061. MWITA-BAO-2026-004Across more than 1,378 U.S. corporate name changes, the announcement-window abnormal return averaged -1.52% over three days, while post-change information asymmetry and earnings-management measures increased; a new corporate name was therefore not a reliable positive market-value signal.Evidence B · P1
  1062. MWITA-BAO-2026-006In China's automobile market, semantic model names were associated with 7.64% more sales than alphanumeric names, whereas phonosemantic names were associated with 4.92% fewer; domestic, foreign, entry-level and high-end brands showed different naming advantages.Evidence B · P1
  1063. MWITA-BAO-2026-009Category similarity changed evaluations for family-branded but not subbranded extensions, and parent-brand dilution appeared only after a negative experience with a similar family-branded extension; in Experiment 3, similar versus dissimilar family-brand ratings were 5.1 versus 4.3, while suggestive subbrands were statistically indistinguishable (5.1 versus 5.4, p>.20).Evidence A · P1
  1064. MWITA-BAO-2026-011Among 113 U.S. firms, corporate-branding architecture was associated with higher Tobin's q and mixed branding with lower intangible value; model counterfactuals suggested many firms could have higher q under a different architecture, but the design does not identify a causal rebrand effect.Evidence B · P1
  1065. MWITA-CUX-2026-001In randomized holdbacks on Stripe Checkout, surfacing at least one additional locally relevant payment method beyond cards increased completed purchase conversion by 7.4% and revenue by 12% on average; effects were highly heterogeneous by method and market.Evidence A · P1
  1066. MWITA-CUX-2026-002In a 50/50 randomized holdback over more than 150,000 eligible Checkout sessions, displaying one eligible BNPL method increased conversion across order values and produced up to 14% more revenue; Stripe attributes more than two thirds of BNPL volume to incremental rather than displaced purchases.Evidence A · P1
  1067. MWITA-CUX-2026-003Across 1.5 million subscription Checkout sessions with a randomized 1% holdback, presenting localized currency through Adaptive Pricing increased signup conversion by 4.7%, authorization by 1.9% and subscription lifetime value per session by 5.4%.Evidence A · P1
  1068. MWITA-CUX-2026-012Among 75,914 new ecommerce visitors, requesting registration before browsing increased registrations by 58.08% but left 24-hour purchase statistically unchanged; among users induced to register, instrumental-variable estimates over 47 days indicated higher purchase probability, order count and revenue.Evidence A · P1
  1069. MWITA-BCO-2026-001Among 784 consulting key accounts, digital-event attendance and owned digital-content consumption predicted more sales leads and won opportunities, whereas in-person-event attendance was null; digital-event association with wins was stronger among senior account employees.Evidence B · P1
  1070. MWITA-BCO-2026-002Across two Brazilian B2B field experiments, a WhatsApp-based chatbot generated significantly more total and qualified leads than a static landing page, establishing a top-of-funnel effect without evidence here for meetings, opportunities or revenue.Evidence A · P1
  1071. MWITA-BCO-2026-003A telephone foot-in-the-door request increased verbal compliance and actual sales-seminar attendance but produced a bounded-null sales effect, so event attendance did not validate pipeline or revenue impact.Evidence A · P1
  1072. MWITA-BCO-2026-004At one Chile/Peru B2B consultancy, a 1% increase in social posts predicted 0.294% more LinkedIn engagement but 0.056% fewer website visits, while sales, technical and social posts had no direct sales-revenue effect; sales posts acted only through followers and site visits.Evidence B · P1
  1073. MWITA-BCO-2026-005Coordinating seller contacts around each customer's predicted product needs and purchase timing generated more than US$1 million in incremental profit across two B2B field experiments and improved relationship quality, versus independent product-category calling.Evidence A · P1
  1074. MWITA-BCO-2026-006In 160 B2B firms publishing social content, perceived thought-leadership capability was positively associated with brand performance, which in turn mediated customer-relationship performance; the study did not observe retention, pipeline or revenue.Evidence B · P1
  1075. MWITA-BCO-2026-007Across two Italian salesperson studies, social selling's insight-generation, connecting and engagement dimensions predicted thought leadership and acquisition performance, which mediated reported sales performance; firm content support was an antecedent, not itself a tested revenue intervention.Evidence B · P1
  1076. MWITA-BCO-2026-008A two-stage cluster-plus-score model increased average observed lead conversion from 6.2% under the traditional method to 8.9% without using later behavioral features, a 43.5% relative uplift at lead creation.Evidence B · P1
  1077. MWITA-BCO-2026-009Among 171 B2B salespeople, social-media use was positively related to value-oriented prospecting and proactive servicing but not adaptive selling; all three selling tasks related positively to salesperson performance, making the direct tool-to-performance story incomplete.Evidence B · P1
  1078. MWITA-BCO-2026-010Social-media-enabled small talk predicted competitive-intelligence sharing and then creative/sales performance for service and mixed-offering sellers, but the pathway was bounded null for product-only sellers.Evidence B · P1
  1079. MWITA-BCO-2026-012Randomized digital display advertising by a semiconductor/electronics-components manufacturer produced an estimated return on ad spend of 12.0 (95% CI 4.8-24.5), with first-time purchase effects delayed one to five months and repeat-customer effects delayed five to twelve-plus months.Evidence A · P1
  1080. MWITA-IMO-2026-001Disability-inclusive Instagram influencer ads increased hedonic and especially eudaimonic well-being; well-being then predicted brand engagement and purchase intention, but the hedonic-well-being-to-purchase path was null in Study 1.Evidence A · P1
  1081. MWITA-IMO-2026-002Adding sign-language interpretation to three Ghanaian corporate TV ads sharply improved product and message identification for deaf adolescents in two ads, while one advertiser-name result worsened, showing both accessibility benefit and nonuniform recall.Evidence B · P1
  1082. MWITA-IMO-2026-003Subtitles produced significant differences in both advertising attitude and brand attitude among Korean national athletes with hearing impairments and physical disabilities.Evidence B · P1
  1083. MWITA-IMO-2026-006All 39 iPrice-listed Indonesian e-commerce sites had accessibility issues; marketplaces carried significantly more issues than inventory retailers, while issue counts were unrelated to monthly traffic.Evidence B · P1
  1084. MWITA-IMO-2026-007Across all 21 Amazon regional markets, product-page accessibility improved over six months on the authors' index, but homepages were unchanged and some markets, including India and Canada, worsened.Evidence B · P1
  1085. MWITA-IMO-2026-008In 50 leading global e-commerce sites, no site reached WCAG AAA; 83.1% of classified barriers were perceivable, with contrast the dominant error, and commercial rank correlated only weakly with barriers.Evidence B · P1
  1086. MWITA-IMO-2026-009InstaFetch consolidated dispersed product information and cut blind users' mean per-item shopping-task time by 61.9% versus a standard screen reader and 41.3% versus a state-of-the-art landmark aid.Evidence A · P1
  1087. MWITA-IMO-2026-010QuickCue's accessible aspect-and-sentiment summaries improved usability and reduced workload when blind users compared restaurant reviews, but purchase or restaurant-choice effects were not observed.Evidence A · P1
  1088. MWITA-IMO-2026-011Disability-inclusive ads increased attitudes and incentive-compatible product choice across categories, but the effect disappeared with vulnerability-focused portrayals or conspicuous disability labeling.Evidence A · P1
  1089. MWITA-IMO-2026-012Disability models improved real ad click-through and incentive-compatible fashion-brand choice when the focal brand appeared proactively inclusive, but the advantage reversed when disability inclusion was associated with a rival brand.Evidence A · P1
  1090. MWITA-LOC-2026-001A staged improvement in eBay English-Spanish machine translation reduced search friction and increased completed cross-border trade, but quantity and revenue effects were not identical.Evidence A · P1
  1091. MWITA-LOC-2026-002Among Indian bilinguals, English versus Hindi ad language changed attitudes for multinational products in opposite directions by product type, while language was null for the local firm.Evidence A · P1
  1092. MWITA-LOC-2026-003IsiXhosa dubbing improved multiple ad-diagnostic outcomes relative to English for two household-product television ads, but involvement was not consistently improved and the reported sales-lift measure was a survey diagnostic rather than observed sales.Evidence A · P1
  1093. MWITA-LOC-2026-004Mandarin and Cantonese voices did not have a universally superior effect: Mandarin improved high-involvement brand attitude and memory, while Cantonese improved low-involvement brand attitude.Evidence A · P1
  1094. MWITA-LOC-2026-005Culturally congruent appeals improved ad and brand attitudes, but product choice depended on whether the product was socially visible or privately used and did not follow a simple country-level culture-match rule.Evidence A · P1
  1095. MWITA-LOC-2026-006The optimal degree of localization varied sharply with market openness: Belgium showed null differences, India favored glocalization, and Iran mostly favored full adaptation.Evidence A · P1
  1096. MWITA-LOC-2026-007English print advertising improved ad attitude in Ecuador but was statistically equivalent to Spanish and code-switching in Chile and Mexico, despite favorable English-speaker stereotypes in all three countries.Evidence A · P1
  1097. MWITA-LOC-2026-008Native-language slogans were perceived as more emotional on average, but the effect reversed for concepts predominantly experienced in the second-language context.Evidence A · P1
  1098. MWITA-LOC-2026-009Korean-base slogans with English insertions outperformed English-base/Korean-insertion slogans, while transliteration into Hangeul was equivalent for easy English words but worse for difficult words.Evidence A · P1
  1099. MWITA-LOC-2026-010In code-switched slogans, a majority-English base improved slogan attitude, but a majority-Spanish base improved purchase intention; recall depended on the interaction between base language and intensifier language.Evidence A · P1
  1100. MWITA-LOC-2026-011Ghanaian multilingual listeners most often preferred blended-language advertising, but language preference did not predict attention even though it differed with ad believability.Evidence B · P1
  1101. MWITA-LOC-2026-012For a localized Chinese food product, acceptance rose and perceived cultural threat fell as the borrowing brand was framed from higher-status US through equal-status Russia to lower-status Uganda, despite equal comprehension of the cultural representativeness.Evidence A · P1
  1102. MWITA-XMO-2026-001For one 77-day US campaign targeting men 18-49, reallocating 17.25% of a $40m TV budget to YouTube was modeled to raise 3+ combined reach from 63.72% to 67.51% (+3.79 pp) at fixed cost; a separate solution held 63.72% reach while cutting total cost 18.08%.Evidence B · P1
  1103. MWITA-XMO-2026-002Across 26,222 campaign-by-demographic optimization cases derived from 2,914 quarterly US TV campaigns and nine demographic groups, 29.25% were modeled to benefit from shifting TV budget to YouTube; among selected cases, the average optimal shift was about 50% and mean modeled reach gain was 7 percentage points.Evidence B · P1
  1104. MWITA-XMO-2026-003For an Android campaign from 1-28 March 2016, 85m TV impressions across 11 networks and 13m YouTube impressions were linked to incremental Google searches; YouTube ranked fifth by cost efficiency and third by impression efficiency among the TV-network comparisons.Evidence B · P1
  1105. MWITA-XMO-2026-004The method randomizes eligible users to normal campaign delivery or ad holdout and estimates brand lift as the favorable-response-rate difference; its quantitative comparisons find regression correction more stable than propensity weighting under imperfect solicitation and response.Evidence A · P1
  1106. MWITA-XMO-2026-005Immediately after TV spots, online sessions rose significantly but sales evidence was smaller and less stable: treated-region 30-minute means moved from 21.5 to 22.1 sessions (+3%) and $721 to $773 sales (+7%, not significant).Evidence B · P1
  1107. MWITA-XMO-2026-006For 10 established CPG brands in two categories, online added mostly duplicated reach to TV; one TV exposure often increased sales, online-only effects were less consistent, and mixed TV-plus-online exposure showed no sales synergy.Evidence B · P1
  1108. MWITA-XMO-2026-007Paired TV, web and mobile-TV repetition produced higher credibility, cognitive response, brand attitude and purchase intention than same-device repetition; for high-involvement message credibility, means were 2.63 single-device, 3.11 multi-device and 2.96 reversed multi-device, F(2,279)=10.43, p<.001.Evidence A · P1
  1109. MWITA-XMO-2026-008In experiment 1, 30 billboards delivering an estimated 43 daily GRPs for four weeks coincided with a 57.9% year-over-year rise in average daily paid attendance during the campaign, versus -51.1% at a comparison attraction; location, media weight and promotion were significant.Evidence B · P1
  1110. MWITA-XMO-2026-009Among almost 35m Pandora listeners, each additional audio ad per hour reduced final-month listening by about 2%; long-run ad-load sensitivity was roughly three times the one-month estimate, while higher load increased paid ad-free subscriptions.Evidence A · P1
  1111. MWITA-XMO-2026-010A 400-person panel split evenly into unexposed, CTV-only, DOOH-only and combined CTV+DOOH cells found significant positive relationships for most prespecified attitude-to-media hypotheses, but evidence of CTV-DOOH synergy was inconclusive.Evidence A · P1
  1112. MWITA-XMO-2026-011Across 7,500 respondents and 150 tests, sequenced creative outperformed repeating a source 30-second ad on aggregate funnel KPIs; the Direct Shot sequence raised key-message retention by 91%, from 10% to 19%.Evidence A · P1
  1113. MWITA-XMO-2026-012Across four experiments, holding format constant produced no device effect on awareness, liking, brand attitude or purchase intent; only the fourth experiment, which changed both format and device, produced sequence-dependent synergy.Evidence A · P1
  1114. MWITA-NCO-2026-001A geo-targeted invitation to Alibaba's experiential jeans pop-up increased observed physical visits; this is a visit outcome, not a purchase or profit outcome.Evidence A · P1
  1115. MWITA-NCO-2026-011A 3D tablet-AR dessert menu more than doubled the share of diners ordering dessert versus a 2D tablet control; dimensionality and environmental superimposition were bundled and cannot be separated.Evidence B · P1
  1116. MWITA-NCO-2026-012Use of a cosmetics virtual-try-on feature was associated with more browsing and a higher purchase rate, with larger sales effects for uncertain products and customers new to the channel/category.Evidence B · P1