Metatron Intelligence
Today: the five AI headlines of the day → and the AI Wiki
What a domain is How to read this page

One of twenty-four connected subject areas

Domains are how claims relate to one another inside the Atlas. Desks are how readers find them. A claim can sit in more than one domain without being counted twice.

Coverage here is not importance

A domain with more claims has been worked on more, which is a fact about this publication rather than a fact about the world.

Everything returns to the record

Each entry links to its canonical claim record, with its source, its non-claim and its update condition intact.

New to this publication?

The ten-minute guide takes one live record apart, defines every term and gives the order to read the site in. Start here →

Horizontal · D14

Cybersecurity, Identity, Privacy & Resilience

252 connected claims · 238 source-domain links · Priority P0

Search and filter this domain →
  1. MWITA-CR-2026-0011Visa TAP und Mastercard Agent Pay belegen verfügbare technische Pfade für gebundene Agentenidentität, Nutzerauftrag und Zahlung; sie belegen noch keinen universellen interoperablen Standard.Evidence C · P1
  2. MWITA-CR-2026-0019MCP und A2A standardisieren Tool-/Datenzugriff beziehungsweise Agent-zu-Agent-Kommunikation, lösen aber fachliche Semantik, Delegationsrecht, Haftung, Vertrauen und Erfolgsbewertung nicht.Evidence B · P0
  3. MWITA-CR-2026-0020Eine sichere Qube-Architektur braucht einen deterministischen Workflowkern um probabilistische Worker, kurzlebige Workload-Identität, aktionsgebundene Autorisierung, signierte Receipts und Outcome-Evaluation.Evidence B · P0
  4. MWITA-CR-2026-0030SCITT-kompatible Agent-Receipts, portable Workload-Identität und kontinuierliche Autorisierung dürften in den nächsten 18–48 Monaten von frühen Profilen zu pilotfähigen Governance-Bausteinen werden, ohne dass ein vollständiger End-to-End-Konsens garantiert ist.Evidence C · P1
  5. MWITA-CR-2026-0035Agentische Commerce- und Service-Flows werden außerhalb westlicher Web-Defaults voraussichtlich zuerst auf lokalen Sprachmodellen, Payment-/DPI-Rails und super-app-/messaging-nativen Interfaces konvergieren, sofern lokale Mandats-, Consent- und Dispute-Schnittstellen produktiv werden.Evidence C · P1
  6. MWITA-KI-2026-003Article 24 of Presidential Decree No. 36053 applies the safety threshold only when the system cumulatively meets at least 10^26 training FLOP, state-of-the-art capability, and broad or significant risk to life, safety or fundamental rights.Evidence A · P0
  7. MWITA-KI-2026-010KISA's 2025 threat materials identify MCP/A2A security and credential stuffing among the cyber-risk topics it addresses.Evidence B · P1
  8. MWITA-KI-2026-019ABDM describes a federated architecture in which health records remain with their providers and are exchanged securely with patient consent; central services hold registries rather than a national record lake.Evidence A · P0
  9. MWITA-AF-2026-001South Africa's Department of Home Affairs revised 2025–2030 strategy sets a staged digital-identity roadmap: wider smart-ID and e-passport access through more than 1,000 locations, online ordering and delivery, then a verifiable digital ID and virtual document wallet.Evidence A · P0
  10. MWITA-AF-2026-002Ethiopia's National ID Program describes Fayda as a proclamation-backed foundational identity with a 12-digit identifier, biometric enrolment, and real-time authentication/eKYC functions.Evidence A · P0
  11. MWITA-AF-2026-007Nigeria's Data Protection Commission issued the NDP Act General Application and Implementation Directive on 20 March 2025; the Commission reports that it came into force on 19 September 2025 after a six-month gestation period.Evidence A · P0
  12. 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
  13. MWITA-AF-2026-014SAHPRA published version 1 of MD08-2025/2026 on 19 August 2025, setting regulatory requirements for AI/ML-enabled medical devices in South Africa.Evidence A · P0
  14. MWITA-ME-2026-001Saudi Arabia's National Data Governance Platform offers an AI Service Provider Accreditation process requiring entity registration, appointment of an AI officer, a compliance questionnaire and supporting files before committee review and certificate issuance.Evidence A · P0
  15. MWITA-ME-2026-002SDAIA published separate generative-AI guidance for government entities and the public on 15 May 2025, emphasizing governance, risk identification, privacy, human rights and responsible use.Evidence A · P0
  16. MWITA-ME-2026-005The Central Bank of the UAE's in-force Open Finance Regulation C 03/2025 makes participation mandatory for scoped licensees, phases onboarding, and conditions data sharing and transaction initiation on express user consent, authentication and secure communication.Evidence A · P0
  17. 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
  18. MWITA-ME-2026-007Central Bank of Oman Decision 26/2025 issued an Open Banking Regulatory Framework that applies to licensing and operations and came into force on 4 June 2025.Evidence A · P0
  19. MWITA-ME-2026-018Morocco's digital-transition ministry and national security directorate signed a framework agreement on 2 May 2025 to expand secure digital-identity verification from the new electronic national ID into public e-government services.Evidence A · P1
  20. MWITA-ME-2026-019Abu Dhabi Department of Health's 2025 Responsible AI Standard sets minimum lifecycle requirements for DoH and all licensed healthcare entities developing, procuring or deploying AI across clinical, financial, administrative and related functions.Evidence A · P0
  21. MWITA-RD-2026-009India notified the Digital Personal Data Protection Rules 2025 in November 2025 with staged commencement: Rules 1, 2 and 17-21 on publication, Rule 4 after one year, and Rules 3, 5-16, 22 and 23 after eighteen months.Evidence A · P1
  22. MWITA-RD-2026-011W3C published Verifiable Credentials Data Model v2.0 as a Recommendation on 15 May 2025.Evidence A · P1
  23. MWITA-RD-2026-012The OpenID Foundation approved OpenID for Verifiable Presentations 1.0 as a Final Specification in July 2025, defining an OAuth-based protocol for requesting and delivering credential presentations.Evidence A · P1
  24. MWITA-RD-2026-013Commission Implementing Regulation (EU) 2025/847 of 6 May 2025 established rules for European Digital Identity Wallet reactions to security breaches, alongside existing personal-data-breach duties.Evidence A · P1
  25. MWITA-RD-2026-021Australia's social-media minimum-age restrictions came into effect on 10 December 2025; eSafety publishes regulator views on which services are likely age-restricted and therefore subject to the obligation.Evidence A · P1
  26. MWITA-RD-2026-022Brazil enacted Law 15.211 on 17 September 2025 establishing the ECA Digital for technology products and services directed to or likely accessed by children and adolescents; the framework includes privacy, age-assurance, parental-supervision, game and advertising obligations and was regulated by Decree 12.880 on 18 March 2026.Evidence A · P1
  27. MWITA-WD-2026-001The European Commission published a mandatory-format template on 24 July 2025 establishing a common minimum baseline for public summaries of content used to train general-purpose AI models under the AI Act.Evidence A · P0
  28. MWITA-WD-2026-002The European Commission published the General-Purpose AI Code of Practice on 10 July 2025 and endorsed it as an adequate voluntary route for signatories to demonstrate compliance with relevant AI Act transparency, copyright, safety and security obligations.Evidence A · P0
  29. MWITA-WD-2026-003The European Commission released an open-source white-label age-verification blueprint in July 2025; initial pilots in Denmark, France, Greece, Italy and Spain use anonymous proof-of-age patterns compatible with future European Digital Identity Wallets.Evidence A · P1
  30. MWITA-WD-2026-005From 19 May 2026, the US TAKE IT DOWN Act requires covered platforms to provide a notice-and-removal process and remove validly reported nonconsensual intimate imagery, including AI-created digital forgeries, and known identical copies within 48 hours.Evidence A · P0
  31. MWITA-WD-2026-006The US Copyright Office's May 2025 pre-publication Part 3 report analyzes generative-AI training under existing copyright law and licensing markets; it is an expert agency policy analysis, not legislation or a final court ruling that all training is fair use or infringement.Evidence A · P0
  32. MWITA-WD-2026-007FDA's January 2025 draft guidance proposes lifecycle and marketing-submission recommendations for AI-enabled device software, while expressly remaining draft, non-binding and not for implementation.Evidence A · P0
  33. MWITA-WD-2026-011Canada's Competition Bureau issued final environmental-claims guidelines on 5 June 2025, explaining evidence requirements under the Competition Act and noting that private applicants could seek leave to bring deceptive-marketing cases from 20 June 2025.Evidence A · P0
  34. MWITA-WD-2026-012Federal, provincial and territorial health governments except Quebec endorsed Pan-Canadian AI for Health guiding principles published in January 2025, covering privacy/security, lifecycle safety, accountability, transparency and AI literacy.Evidence A · P1
  35. MWITA-WD-2026-014Canada's Digital Regulators Forum published a September 2025 cross-regulator analysis mapping synthetic-media risks across privacy, competition, communications, copyright and automated-decision frameworks without creating a new unified synthetic-media law.Evidence A · P1
  36. MWITA-WD-2026-015The UK Data (Use and Access) Act 2025 received Royal Assent on 19 June 2025 and creates statutory machinery for digital verification services, Smart Data schemes and changes to data-protection/privacy law.Evidence A · P0
  37. MWITA-WD-2026-016From 25 July 2025, in-scope UK user-to-user and search services likely to be accessed by children had to apply Ofcom's Protection of Children Codes or effective alternatives, including risk assessment and proportionate measures around age assurance, moderation, recommender systems, reporting and complaints.Evidence A · P0
  38. MWITA-WD-2026-020From 10 December 2026, Australian Privacy Principle entities using personal information in computer-assisted decisions that could significantly affect individual rights or interests must disclose specified kinds of information about those automated decisions in their privacy policies.Evidence A · P0
  39. MWITA-WD-2026-025New Zealand's Biometric Processing Privacy Code 2025 came into force on 3 November 2025; Amendment No. 1 reflected new notification principle IPP3A from May 2026, and the transition for existing biometric users ended on 3 August 2026.Evidence A · P0
  40. MWITA-BM-2026-007Duolingo reported 52.7 million daily active users, 133.1 million monthly active users and 12.2 million paid subscribers for Q4 2025.Evidence A · P1
  41. MWITA-BM-2026-008Coursera reported 197 million registered learners as of 31 December 2025, defining the metric as unique-email accounts adjusted for spam, test accounts and cancellations.Evidence A · P1
  42. MWITA-HW-2026-001On 16 May 2025 the FDA cleared the Lumipulse G pTau217/β-Amyloid 1-42 Plasma Ratio as the first blood test to aid diagnosis of Alzheimer's disease in symptomatic adults aged 55 or older in specialized care.Evidence A · P1
  43. MWITA-HW-2026-002On 28 March 2025 the FDA granted De Novo marketing authorization to the Visby Medical Women's Sexual Health Test, the first nonprescription test performed entirely at home for chlamydia, gonorrhea and trichomoniasis.Evidence A · P1
  44. MWITA-HW-2026-005In CT-132's pivotal randomized double-blind digital-control trial, the adjusted between-group difference at 12 weeks was 0.9 fewer monthly migraine days for CT-132 (95% CI 0.27 to 1.53 fewer; p=0.005).Evidence A · P1
  45. MWITA-HW-2026-006A 2026 pragmatic randomized trial found that a wearable-linked just-in-time energy-management intervention did not improve the primary post-exertional-malaise outcome versus an app-only control in adults with long COVID.Evidence A · P1
  46. MWITA-HW-2026-007The 48-week PEARL randomized placebo-controlled trial found no significant effect of weekly 5 mg or 10 mg compounded rapamycin on its primary visceral-adiposity outcome; most other measures were also nonsignificant.Evidence B · P1
  47. MWITA-HW-2026-008A 2025 VITAL ancillary randomized analysis reported less leukocyte-telomere attrition over four years with vitamin D3 2,000 IU/day, while marine omega-3 supplementation did not show the same effect.Evidence A · P1
  48. MWITA-HW-2026-009A 2025 longitudinal cross-species original study concluded that circulating taurine is not a reliable biomarker of aging because age trends and associations with health measures were inconsistent across cohorts and species.Evidence A · P1
  49. MWITA-HW-2026-010In the 2025 OASIS 4 randomized placebo-controlled trial, oral semaglutide 25 mg produced an estimated mean 13.6% body-weight reduction at week 64 versus 2.2% with placebo, a difference of 11.4 percentage points.Evidence A · P1
  50. MWITA-XR-2026-001In a 2025 randomized trial across three Chinese hospitals, four hours of nonimmersive VR isolation-ward training produced no difference in knowledge or performance scores versus conventional training, but participants completed six assessed tasks about 3.1 minutes faster.Evidence A · P1
  51. MWITA-XR-2026-002A 2025 randomized Indian study of patient-specific VR for percutaneous nephrolithotomy found improved resident understanding and planning ratings, while consultant ratings were generally nonsignificant except in complex anatomy cases.Evidence B · P1
  52. MWITA-XR-2026-003A 2025 randomized Brazilian study found no significant difference in pre/post knowledge gains among text, practice and immersive-VR surgical-instrumentation training; one of eight VR participants reported nausea.Evidence B · P1
  53. MWITA-XR-2026-004A 2025 randomized trial of 60 nurses found multiplayer VR and high-fidelity simulation produced comparable knowledge, skill, motivation, attitude and satisfaction outcomes for emergency burn care; both improved self-efficacy.Evidence B · P1
  54. MWITA-EL-2026-005In a 2025 randomized clinical trial of 87 analyzed medical students, AI-data-informed personalized expert feedback outperformed an intelligent tutor alone on later surgical-simulation trials and a realistic transfer task.Evidence A · P1
  55. 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
  56. MWITA-QE-2026-007ITER reported in June 2026 that the final module of the central solenoid had been stacked.Evidence ungraded · P1
  57. MWITA-QE-2026-008The US Department of Energy announced selections totaling $107 million for Fusion Innovation Research Engine projects.Evidence ungraded · P1
  58. MWITA-QE-2026-009DOE reported $46 million initially obligated under its milestone program and early company milestone progress, while the underlying roadmaps remain company-specific and pre-commercial.Evidence ungraded · P1
  59. MWITA-QE-2026-010CNNC reports that the 1 GW Zhangzhou Unit 1 entered commercial operation on 1 January 2025.Evidence ungraded · P1
  60. MWITA-QE-2026-011CNNC states that Zhangzhou Unit 1 is expected to generate more than 10 billion kWh annually.Evidence ungraded · P1
  61. MWITA-QE-2026-012India's Department of Atomic Energy reports the 700 MW RAPP-7 began commercial operation on 15 April 2025.Evidence ungraded · P1
  62. 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
  63. MWITA-QE-2026-014India's Department of Atomic Energy reported continued integrated commissioning and fuel loading for the prototype fast breeder reactor as of January 2026.Evidence ungraded · P1
  64. MWITA-QE-2026-015The IAEA records approximately 379.7 GWe of nuclear capacity in operation worldwide at the end of 2024.Evidence ungraded · P1
  65. MWITA-QE-2026-016The IAEA high case places 2050 nuclear capacity at roughly 2.6 times the 2024 level.Evidence ungraded · P1
  66. MWITA-QE-2026-017DOE reports Centrus produced 900 kilograms of high-assay low-enriched uranium under its demonstration contract.Evidence ungraded · P1
  67. MWITA-QE-2026-018DOE explicitly stated that no commercial source of HALEU existed in the United States when reporting the 900 kg demonstration milestone.Evidence ungraded · P1
  68. MWITA-QE-2026-019DOE/NNSA reports the transfer of 1.7 metric tons of HALEU-bearing material from Japan to the United States, with reconstitution still required before fuel use.Evidence ungraded · P1
  69. 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
  70. 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
  71. 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
  72. MWITA-QE-2026-023IRENA reports global renewable power capacity reached 4,448 GW after 585 GW of additions in 2024.Evidence ungraded · P1
  73. 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
  74. 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
  75. 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
  76. MWITA-DT-2026-031The Canal described FY2025 results as preliminary and unaudited and said frontloading contributed at least B/.100 million to revenue.Evidence A · P1
  77. MWITA-DT-2026-034WTO monitoring recorded 644 goods-trade measures from mid-October 2024 to mid-May 2025, including 207 trade-facilitating measures.Evidence A · P1
  78. MWITA-DT-2026-035WTO estimated US$1.0386 trillion of trade coverage for facilitating measures in that period, below US$1.4404 trillion in the prior monitoring report.Evidence A · P1
  79. MWITA-DT-2026-036The 2025 GVC report placed global-value-chain trade at 46.3% of global trade in 2024, down from a 48% peak in 2022.Evidence A · P1
  80. MWITA-DT-2026-037The GVC report found reconfiguration across geography, digitalization, governance and environmental dimensions, with evidence mainly through 2024.Evidence A · P1
  81. MWITA-DT-2026-038The WTO reported that shipping companies introduced multimodal alternatives after the March 2026 Strait of Hormuz closure, while labeling its route map illustrative and its monitoring non-exhaustive.Evidence A · P1
  82. MWITA-SE-2026-034CRESDA expressed willingness to provide Gaofen-1 and Gaofen-6 data to Brazilian forest-monitoring systems.Evidence A · P1
  83. MWITA-WS-2026-026Australia's Murray–Darling Basin framework permits trading of water rights and government purchases of entitlements for environmental purposes.Evidence A · P1
  84. MWITA-WS-2026-027Australian government water-market price reports describe observed transactions but explicitly are not financial advice.Evidence A · P1
  85. MWITA-WS-2026-028Brazil amended its National Water Resources Policy in 2025 to add water and energy security through storage among policy objectives.Evidence A · P1
  86. MWITA-WS-2026-029Brazil's water-resources law includes permits and charging for water use among its policy instruments.Evidence A · P1
  87. MWITA-WS-2026-030A World Bank results framework records public consultation on Morocco's draft desalination decree as a 2025 programme milestone.Evidence A · P1
  88. MWITA-WS-2026-031The Morocco programme framework schedules adoption of a desalination decree and reuse-related implementing rules for 2026.Evidence A · P1
  89. MWITA-II-2026-007The 2025 IAIS AI Application Paper explains how existing Insurance Core Principles apply to AI use in insurance.Evidence A · P1
  90. MWITA-II-2026-008IAIS structures AI supervision around proportionality, governance and accountability, robustness and security, transparency and explainability, and fairness and redress.Evidence A · P1
  91. MWITA-II-2026-009IAIS published revised climate-risk supervisory guidance in April 2025 after four consultations over two years.Evidence A · P1
  92. MWITA-II-2026-010The revised IAIS climate paper spans eleven Insurance Core Principles and covers governance, valuation, reporting, scenario analysis, group supervision and market conduct.Evidence A · P1
  93. MWITA-II-2026-040IRDAI introduced Bima-ASBA in February 2025 as a one-time UPI mandate for blocking premium funds during life and health policy issuance.Evidence A · P1
  94. MWITA-II-2026-041Saudi Arabia licensed Eltizam for final launch and Wazin for pilot launch as electronic insurance brokers in January 2025.Evidence A · P1
  95. MWITA-II-2026-042Saudi Arabia's Insurance Authority added 15 digital regulatory services to TAMEEN in December 2025 after launching the portal with 36 services in February.Evidence A · P1
  96. MWITA-II-2026-043IAIS's 2025 fair-treatment guidance covers product design, distribution, communications, advice, assistance, claims, complaints and product monitoring.Evidence A · P1
  97. MWITA-HR-2026-001IFR counted about 20.1 million consumer service robots sold in 2024, 11% more than in 2023.Evidence B · P1
  98. MWITA-HR-2026-002Robots for domestic tasks represented 97% of IFR-counted consumer service-robot sales in 2024.Evidence B · P1
  99. MWITA-HR-2026-003IFR registered only 536 home-care robot sales in 2024.Evidence B · P1
  100. MWITA-HR-2026-010China's MIIT and Ministry of Civil Affairs opened a 2025–2027 pilot for intelligent elderly-care service robots across home, community and institutional settings.Evidence A · P1
  101. MWITA-HR-2026-011The Chinese elderly-care robot pilot requires home products to be validated in at least 200 households with at least 200 deployed units.Evidence A · P1
  102. MWITA-HR-2026-012Community or institution pilots require at least 20 communities or 20 care institutions and at least 20 deployed robot sets.Evidence A · P1
  103. MWITA-HR-2026-013The Chinese pilot requires at least six months of application validation and calls for evaluation of safety, reliability, age suitability and economics.Evidence A · P1
  104. MWITA-HR-2026-014China's 2026 AI-plus-consumption guideline promotes robots for elderly care, companionship and daily assistance.Evidence A · P1
  105. MWITA-HR-2026-023Samsung announced that compatible robot vacuums could be used to look for signs of an emergency within Family Care.Evidence B · P1
  106. MWITA-HR-2026-030Honda began corporate sales of the UNI-ONE hands-free personal mobility device in Japan on 24 September 2025.Evidence B · P1
  107. MWITA-HR-2026-031UNI-ONE is steered by seated users shifting body weight while keeping both hands free.Evidence B · P1
  108. MWITA-HR-2026-032Honda reported UNI-ONE certification as a Japanese small mobility vehicle, including a maximum speed of 6 km/h.Evidence B · P1
  109. MWITA-HR-2026-033Honda listed monthly UNI-ONE corporate contract fees of ¥80,000–¥120,000 depending on volume and term, plus a ¥55,000 daily short-term rental.Evidence B · P1
  110. MWITA-HR-2026-040The AMIGA pilot randomized 32 inpatients with depression to two short cognitive-training sessions using Pepper with motivational feedback or a tablet without that feedback.Evidence A · P1
  111. MWITA-HR-2026-041AMIGA found higher adjusted System Usability Scale scores for the robot-plus-feedback group than tablet-only control by 15.317 points.Evidence A · P1
  112. MWITA-HR-2026-042AMIGA found the tablet group scored significantly higher than the robot group on the Technology Usage Inventory accessibility subscale.Evidence A · P1
  113. MWITA-HR-2026-043LIH, LuxAI and the University of Birmingham launched a 69-family at-home longitudinal QTrobot study for autistic children aged 2.5–4.5 years.Evidence A · P1
  114. MWITA-HR-2026-044The QTrobot study plans ten months of participation and assessment of child development and parental self-efficacy, with completion expected by end-2026.Evidence A · P1
  115. MWITA-GF-2026-037US DOE's 2025 interim cybersecurity guidance for distribution systems and DER focuses first on asset scoping and baseline prioritization.Evidence A · P1
  116. MWITA-GF-2026-038The DOE guidance states that NERC CIP requirements apply to the bulk electric system but not generally to distribution systems or DER.Evidence A · P1
  117. MWITA-GF-2026-039DOE characterizes the distribution/DER cybersecurity baselines as non-prescriptive minimum controls usable in voluntary or mandatory settings.Evidence A · P1
  118. MWITA-ER-2026-020China's MIIT reported work on humanoid-robot product-quality, network-and-data-security, and ethical-risk testing at the end of 2025.Evidence A · P1
  119. MWITA-ER-2026-026DeepMind released the ASIMOV dataset to evaluate semantic safety of robot actions while retaining embodiment-specific low-level safety controllers.Evidence A · P1
  120. MWITA-ER-2026-036ISO published the third edition of ISO 10218-1, covering safety requirements for industrial-robot manufacturers, in February 2025.Evidence A · P1
  121. MWITA-ER-2026-037ISO 10218-1:2025 excludes service, consumer and medical robots and public-access applications from its scope.Evidence A · P1
  122. MWITA-ER-2026-040LIBERO-Plus evaluates VLA robustness under controlled changes in object layout, camera viewpoint, robot initial state, language, lighting, background texture and sensor noise.Evidence A · P1
  123. 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
  124. MWITA-EN-2026-023Sony's IMX500 combines a CMOS image sensor, image processing and AI processing on one stacked sensor device.Evidence A · P1
  125. MWITA-EN-2026-024IMX500 can output processed metadata without requiring raw image data to leave the chip.Evidence A · P1
  126. MWITA-AM-2026-014Wuhan's commercial-pilot rules require warning functions and redundant systems for autonomous vehicles.Evidence A · P1
  127. MWITA-AM-2026-015Wuhan requires a commercial-pilot autonomous vehicle to transition to a minimum-risk safe stop when a relevant failure occurs or it leaves its operational design domain.Evidence A · P1
  128. MWITA-AM-2026-016Wuhan requires at least 90 seconds of pre-incident data to be recorded and retained for at least one year for qualifying autonomous-vehicle accidents or failures.Evidence A · P1
  129. MWITA-AM-2026-018Singapore's January 2025 autonomous-vehicle application requirements call for multiple operator control methods, including braking, acceleration and steering.Evidence A · P1
  130. MWITA-AM-2026-019Singapore's application requirements specify that an autonomous vehicle must operate safely under conditions representative of Singapore public roads.Evidence A · P1
  131. 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
  132. 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
  133. 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
  134. MWITA-AM-2026-031Zoox reported a 2025 recall covering ADS software used on 270 drivered test vehicles and driverless robotaxis.Evidence A · P1
  135. 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
  136. MWITA-AM-2026-033Zoox stated that all public-road vehicles had received remedied software by 17 April 2025.Evidence A · P1
  137. MWITA-AM-2026-034A 2025 peer-reviewed Waymo-authored retrospective study examined 56.7 million rider-only miles through January 2025.Evidence A · P1
  138. 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
  139. MWITA-AM-2026-036The Waymo study reported no statistically significant disbenefit in any of 11 analyzed crash-type groups.Evidence A · P1
  140. 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
  141. MWITA-RM-2026-029Amazon Marketing Cloud applies built-in aggregation thresholds to custom queries over event- and user-level signals.Evidence A · P1
  142. 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
  143. MWITA-RM-2026-032Amazon said advertiser algorithms used in AMC Custom Models are not shared with AMC.Evidence A · P1
  144. MWITA-RM-2026-034Google says BigQuery data clean rooms can enable analysis without moving the underlying shared data.Evidence A · P1
  145. MWITA-RM-2026-035BigQuery data clean-room owners can specify analysis and egress rules governing permissible outputs.Evidence A · P1
  146. 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
  147. MWITA-ASVC-2026-006Hello! UPI retains entry of the UPI PIN inside NPCI's Common Library rather than treating voice as payment authorization.Evidence B · P1
  148. MWITA-ASVC-2026-038Mercado Libre's 2024 Form 10-K identifies nondeterministic generative-AI outputs as a risk to product reliability and trustworthiness.Evidence B · P1
  149. MWITA-ASVC-2026-039Mercado Libre's 2024 Form 10-K says AI failures could cause customer dissatisfaction, reputational harm or legal and regulatory liabilities.Evidence B · P1
  150. MWITA-ASVC-2026-040Mercado Libre's 2024 Form 10-K identifies data sourcing, bias, security and privacy as AI-adoption risks.Evidence B · P1
  151. MWITA-ASVC-2026-053stc says its call-transcription co-worker extracts signals for churn, CSAT and fraud analysis.Evidence B · P1
  152. MWITA-ASVC-2026-063WCAG 2.2 Accessible Authentication requires a non-cognitive-test alternative or assistance when authentication otherwise depends on recall, transcription or puzzles.Evidence A · P1
  153. MWITA-ASVC-2026-064The OpenID Shared Signals Framework supports asynchronous security-event exchange between transmitters and receivers using push or pull delivery.Evidence A · P1
  154. MWITA-ASVC-2026-065OpenID CAEP defines events including session revocation, credential change, assurance-level change and device-compliance change.Evidence A · P1
  155. MWITA-ASVC-2026-066OpenID SSF allows a subject's consent to inclusion in an event stream where applicable.Evidence A · P1
  156. MWITA-ASVC-2026-067IETF RFC 9449 defines DPoP as an application-layer proof-of-possession mechanism that sender-constrains OAuth 2.0 tokens.Evidence A · P1
  157. MWITA-ASVC-2026-068RFC 9449 says DPoP enables detection of replay attacks involving OAuth access and refresh tokens.Evidence A · P1
  158. MWITA-SR-2026-034Qualtrics says its synthetic-AI governance uses anonymized and aggregated training data plus committee review of AI data-access requests.Evidence C · P0
  159. MWITA-SR-2026-040NIST's Generative AI Profile organizes suggested risk actions across Govern, Map, Measure and Manage functions.Evidence A · P0
  160. MWITA-SR-2026-045ICO guidance defines synthetic data as artificial data generated to reproduce patterns and statistical properties of real data.Evidence A · P0
  161. MWITA-SR-2026-046ICO guidance warns that greater similarity to real data can increase both utility and the chance of revealing personal information.Evidence A · P0
  162. MWITA-SR-2026-047ICO guidance warns that bias in the original data can be carried into synthetic data.Evidence A · P0
  163. MWITA-SR-2026-048ASEAN's expanded guide identifies mistakes and anthropomorphism, factual inaccuracy, impersonation, IP infringement, privacy/confidentiality and embedded bias as generative-AI risks.Evidence A · P0
  164. MWITA-SR-2026-049ASEAN guidance notes that generative systems may memorize and reproduce training examples, threatening privacy where sensitive datasets are used.Evidence A · P0
  165. MWITA-SR-2026-052India's DPDP Act frames digital personal-data processing around lawful purposes while recognizing individuals' protection rights.Evidence A · P0
  166. MWITA-SR-2026-053The Indian Act defines consent and data-principal rights that must be considered when real-person data grounds synthetic participants.Evidence A · P0
  167. MWITA-SR-2026-054China's interim generative-AI measures require lawful-source training data and consent or another legal basis when personal information is involved.Evidence A · P0
  168. MWITA-SR-2026-055The Chinese measures require steps to prevent discrimination across ethnicity, belief, nationality, region, sex, age, occupation and health.Evidence A · P0
  169. 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
  170. 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
  171. MWITA-SR-2026-063The first ANPD report found that synthetic-data protocols needed improvement.Evidence A · P0
  172. MWITA-SR-2026-064The UAE federal personal-data framework generally prohibits processing personal data without consent except specified legal cases.Evidence B · P0
  173. MWITA-SR-2026-065The UAE framework applies to electronic processing inside or outside the country in the circumstances described by the law.Evidence B · P0
  174. MWITA-SR-2026-069Consent for deep interviews should specify whether narratives will ground a persistent digital twin, which downstream teams can query and how deletion propagates.Evidence C · P0
  175. 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
  176. MWITA-BAT-2026-013MIIT's 2026 national platform integrates upstream and downstream battery-flow data for traceability and compliance evaluation.Evidence A · P1
  177. MWITA-BAT-2026-014MIIT stated that the national platform provides battery traceability, enterprise-responsibility evaluation, traceability-data analysis and industry-research functions.Evidence A · P1
  178. MWITA-BAT-2026-030The pilot linked recovered-material movement records through the Allbaro waste system.Evidence A · P1
  179. MWITA-BAT-2026-056From 18 February 2027 relevant LMT, EV and industrial batteries above 2 kWh require a battery passport.Evidence A · P1
  180. MWITA-NA-2026-002The same Chinese opinion explicitly couples industrial development with safety and includes health, rehabilitation and industrial applications in its stated scope.Evidence A · P0
  181. MWITA-NA-2026-006The study normalized target-condition heart-rate features against a neutral baseline before comparing classifiers.Evidence B · P0
  182. MWITA-NA-2026-014The agency said Korea proposed work on user-centered BCI design considerations and interfacing guidelines for multi-purpose BCI systems.Evidence A · P0
  183. MWITA-NA-2026-016The dataset combines mobile and wearable sensing with participant-provided affective and cognitive labels in naturalistic contexts.Evidence B · P0
  184. MWITA-NA-2026-022The reported best-performing classifier varied by physiological modality and dataset.Evidence B · P1
  185. MWITA-NA-2026-027Chile's Constitution requires scientific and technological development involving people to respect life and physical and psychological integrity and specifically safeguard brain activity and information derived from it.Evidence A · P0
  186. MWITA-NA-2026-028The Chilean constitutional provision directs law to regulate requirements, conditions and restrictions for use of relevant science and technology on persons.Evidence A · P0
  187. MWITA-NA-2026-033UNESCO's General Conference adopted the Recommendation on the Ethics of Neurotechnology in November 2025, and UNESCO issued a certified copy in March 2026.Evidence A · P0
  188. MWITA-NA-2026-034UNESCO frames neurotechnology governance around human dignity, rights, mental privacy and autonomy.Evidence A · P0
  189. MWITA-NA-2026-036The OECD instrument applies responsible-innovation considerations across research, technology transfer, investment, commercialization and regulation.Evidence A · P0
  190. MWITA-NA-2026-037EU AI Act Article 5 prohibits placing on the market, putting into service for that purpose, or using AI systems to infer emotions in workplaces and education institutions, except for medical or safety reasons.Evidence A · P0
  191. MWITA-NA-2026-038The EU AI Act defines an emotion-recognition system as AI intended to identify or infer emotions or intentions from biometric data and distinguishes this from some physical states and mere visible-expression detection.Evidence A · P0
  192. MWITA-NA-2026-039Colorado HB24-1058 became law in 2024 and expanded protected sensitive data under the Colorado Privacy Act to include biological data and neural data.Evidence A · P0
  193. MWITA-NA-2026-040The Colorado act defines neural data as information generated by measuring central or peripheral nervous-system activity that can be processed with device assistance.Evidence A · P0
  194. MWITA-NA-2026-043The UK Information Commissioner's Office identifies workplace concentration monitoring as a neurotechnology use case and warns of discrimination risks when complex or inaccurate neurotechnology information enters non-medical settings.Evidence A · P0
  195. MWITA-NA-2026-044The ICO report focuses on information directly produced by the brain and nervous system and explicitly excludes inferred neurodata from broader biometrics such as eye movement, gait or heart-rate tracking from that report's scope.Evidence A · P0
  196. MWITA-SPC-2026-037The WebXR draft requires user consent before tracking or input features beyond the default inline device are exposed and describes exclusive access for visible immersive sessions.Evidence A · P0
  197. MWITA-SEC-2026-001InjecAgent found ReAct-prompted GPT-4 vulnerable to indirect prompt injection in 24% of tests.Evidence A · P1
  198. MWITA-SEC-2026-002AgentDojo measured a strong security-utility trade-off: for GPT-4o, targeted attack success fell from 57.69% without defense to 7.95% with a detector or 6.84% with tool filtering, with different benign utility costs.Evidence A · P1
  199. MWITA-SEC-2026-003PoisonedRAG reached up to 90% attack success by inserting five malicious texts per target query into knowledge bases containing millions of texts.Evidence A · P1
  200. MWITA-SEC-2026-004MCPTox found tool-metadata poisoning attack success as high as 72.8%, with refusal below 3% for the highest-refusing tested agent.Evidence B · P1
  201. MWITA-SEC-2026-005MCPSecBench reported that more than 85% of 17 curated attack types compromised at least one of three tested MCP client platforms.Evidence B · P1
  202. MWITA-SEC-2026-006WASP web agents began attacker instructions in 16%–86% of cases but completed the attacker goal in 0%–17%.Evidence A · P1
  203. MWITA-SEC-2026-007OS-Harm documented unsafe execution traces across all tested frontier computer-use model families.Evidence A · P1
  204. MWITA-SEC-2026-008A month-long public red-team competition recorded more than 60,000 policy violations from 1.8 million attempts across 22 frontier LLMs.Evidence A · P1
  205. MWITA-SEC-2026-009ShieldMCP reduced measured tool-poisoning ASR from 74% to below 9% and indirect tool-response injection from 47% to below 6%, with median overhead below 120 ms per call.Evidence A · P1
  206. MWITA-SEC-2026-010The Nx S1ngularity incident linked CI injection, npm publishing-token theft, compromised packages and attempted AI-CLI-assisted secret discovery and exfiltration.Evidence A · P1
  207. MWITA-SEC-2026-011A compromised developer token enabled a malicious VS Code extension release that remained about 11 minutes on Visual Studio Marketplace and 36 minutes on Open VSX.Evidence A · P1
  208. MWITA-SEC-2026-012GitHub reported nearly 95% 2FA enrollment, 54% higher active-contributor adoption, almost 1.4 million registered passkeys and one-third fewer 2FA support tickets after its mandatory rollout.Evidence A · P1
  209. MWITA-SEC-2026-013NIST selected HQC as a structurally different backup KEM while retaining ML-KEM as its recommended primary choice.Evidence A · P1
  210. MWITA-AGC-2026-009Population-scale measurement found that raw x402 settlement count substantially overstated independently evidenced commerce adoption.Evidence B · P1
  211. 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
  212. MWITA-AGC-2026-011A card-network agentic-payment path executed one disclosed live production purchase with explicit human approval and agent identification.Evidence C · P1
  213. 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
  214. 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
  215. 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
  216. 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
  217. MWITA-AMPO-2026-010A Claude-run real office shop failed to make a profit and exhibited pricing, memory, hallucination and control failures.Evidence C · P1
  218. MWITA-AMPO-2026-011A stronger agent produced more and better-priced deals in a real-money employee marketplace, but did not improve satisfaction or perceived fairness.Evidence C · P1
  219. 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
  220. 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
  221. 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
  222. 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
  223. 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
  224. 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
  225. 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
  226. 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
  227. 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
  228. 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
  229. 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
  230. 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
  231. 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
  232. MWITA-BAO-2026-003Controlling for feature similarity, subbrand line extensions cannibalized focal-brand sales in detergent (beta=-0.03, p<.05) and toothpaste (beta=-0.01, p<.001), but not coffee (beta=+0.23, p<.001); feature similarity was a consistently negative sales moderator under both subbrand and stand-alone architectures.Evidence B · P1
  233. 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
  234. MWITA-BAO-2026-005U.S. hotel rebranding was associated with an average 6.31% occupancy increase; about 60% of the modeled effect came from the before/after brand identities and 40% from property-by-brand fit, so the label and the asset-brand match should not be collapsed.Evidence B · P1
  235. 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
  236. MWITA-BAO-2026-007Across 155 extensions, brand extensions generated larger parent-brand spillovers while line extensions generated larger own-extension effects; subbranding reduced line-extension spillover but improved brand-extension market performance, and upward quality differentiation mitigated negative spillover.Evidence B · P1
  237. MWITA-BAO-2026-008Across six real extensions, successful extension trial increased subsequent parent-brand choice especially among prior parent-brand nonusers, while parent-brand experience predicted extension trial but not repeat; trial and repeat therefore require separate portfolio metrics.Evidence B · P1
  238. 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
  239. MWITA-BAO-2026-012After three European retailers consolidated category-specific private labels into one umbrella brand, intrinsic brand strength rose and price elasticity fell at all three, but promotion and assortment-size effectiveness also fell; total revenue increased significantly for two focal retailers, not uniformly across every setting.Evidence B · P1
  240. 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
  241. 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
  242. 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
  243. MWITA-CUX-2026-004A large StubHub field experiment found that users shown mandatory fees only late in checkout were 13% more likely to purchase and spent about 21% more than users shown all-in prices upfront, while spending 5.42% more conditional on purchase; the revenue gain therefore coexisted with reduced price transparency.Evidence A · P1
  244. MWITA-CUX-2026-005In a randomized German cinema checkout experiment with more than 34,000 customers, shrouding a EUR 3 3D surcharge increased initiation of 3D purchases but also increased checkout dropout, leaving final 3D demand statistically unchanged across disclosure conditions.Evidence A · P1
  245. MWITA-CUX-2026-009In a randomized federal digital-form test, embedding instructions at the relevant fields raised submission from 33.0% to 36.2%, a 3.2 percentage-point estimate whose 95% confidence interval included zero.Evidence A · P1
  246. MWITA-CUX-2026-010In a preregistered-style online choice experiment with 5,889 UK participants, preselecting shipping or protection add-ons made consumers about 60%-70% more likely to select the more expensive option, whereas merely visually mimicking preselection without an actual default was null.Evidence A · P1
  247. MWITA-CUX-2026-011In a six-country randomized online experiment with 7,430 participants, tested dark-pattern interfaces increased inconsistent choices by 6-12 percentage points versus placebo interfaces, and a transparency remedy did not eliminate the distortion.Evidence A · P1
  248. 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
  249. 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
  250. 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
  251. MWITA-BCO-2026-011A model-based account call-frequency planning aid increased six-month sales by 8.1% versus matched manual planning among United Airlines sales representatives.Evidence A · P1
  252. 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