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Business · D10

Qube, Agent Products & Autonomous Work

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  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. MWITA-AW-2026-005Banco Central do Brasil reported that its SupTech programme created ten NLP-based tools in use across supervisory activities and also established AI-governance rules for development, approval, use, and maintenance.Evidence B · P1
  7. MWITA-AW-2026-014Singapore's 2026 agentic-AI framework organizes deployment guidance into four dimensions: bound risk and powers upfront, make humans meaningfully accountable, implement lifecycle technical controls, and enable end-user responsibility.Evidence A · P1
  8. MWITA-AW-2026-015The IMDA framework treats agent risk as jointly shaped by action-space—systems and read/write powers—and autonomy—degree of agent judgment and human involvement—rather than by model identity alone.Evidence A · P1
  9. MWITA-AW-2026-016A roughly four-month Singapore-government/Google sandbox tested computer-use agents in government-site QA, multilingual AI-safety testing, and social-assistance navigation; the published page reports successful seeded-defect detection and scalable safety testing but says implementation was not entirely error-free.Evidence B · P1
  10. MWITA-AW-2026-017The Singapore sandbox identified recurring risk themes in human oversight, customization/control, indirect prompt injection including possible remote-code execution, and personal-data leakage.Evidence B · P1
  11. MWITA-AW-2026-018India's FREE-AI committee proposed 7 principles, 6 pillars and 26 recommendations, including board-approved AI policy, AI-aware product approval and audits, incident reporting, lifecycle governance, and disclosure when consumers interact with AI.Evidence A · P1
  12. MWITA-AW-2026-019The FREE-AI report characterizes agentic systems as a potential shift from task automation to decision automation and gives an SME lending-agent scenario, but presents it as prospective rather than evidence of current deployment.Evidence B · P1
  13. MWITA-AW-2026-020Brazil's federal digital-government AI page displayed 182 AI solutions in operation, 144 agencies planning AI assistants, and 41 agencies with defined AI guidelines when checked on 2026-09-02.Evidence B · P1
  14. MWITA-AW-2026-021A Singapore IMDA-convened legal working group reported a majority view that many agent-harm cases may fit existing contract or negligence law, while also identifying practical claimant barriers from technical complexity, multiple actors, and unpredictability.Evidence B · P1
  15. MWITA-AP-2026-001China's April 2025 nine-department policy directs AI integration across curricula, teaching and digital tutors while also requiring an AI-plus-education safety system, algorithm/model filing and exploration of algorithm safety assessment.Evidence A · P1
  16. MWITA-AP-2026-004BHASHINI's NMT evaluation workshop documented that Indian-language evaluation needs language-specific treatment, including multiword-expression problems in Bengali and explicit attention to data quality, bias and hallucination.Evidence B · P1
  17. MWITA-AP-2026-006India's FREE-AI committee recommends financial-sector AI governance that combines board policy and lifecycle controls with indigenous multilingual models, including narrow language-task-domain combinations for local financial use cases.Evidence A · P1
  18. MWITA-AP-2026-010Vietnam approved a 35-article AI Law scheduled to take effect on 2026-03-01, with a human-centred principle and human oversight for important decisions.Evidence A · P1
  19. MWITA-AP-2026-015Thailand's ETDA GenAI guideline frames organizational adoption as a five-step process covering technology understanding, benefits/limits, risks, application design and governance considerations.Evidence A · P1
  20. MWITA-AP-2026-017Thailand's public research agency NECTEC describes Pathumma 1.0 as an open-source Thai-focused family spanning text, vision and audio, while characterizing future agentic functionality as a plan rather than a released outcome.Evidence B · P1
  21. MWITA-AP-2026-018Japan published AI Guidelines for Business Version 1.2 in March 2026 with a checklist, worksheet and change history, continuing a goal-based soft-law approach rather than a binding cross-sector AI code.Evidence A · P1
  22. MWITA-AP-2026-019Japan's METI published Version 1.0 guidance on applying existing civil liability to AI in April 2026, while explicitly noting insufficient accumulated judicial precedent given AI opacity and autonomy.Evidence A · P1
  23. MWITA-AP-2026-020South Korea's AI Basic Act entered into force on 2026-01-22 with a support desk and at least a one-year grace period, following extensive work on subordinate rules.Evidence A · P1
  24. MWITA-AP-2026-022Singapore's IMDA reported MERaLiON support for Malay, Tamil, Thai, Bahasa Indonesia, Vietnamese, English, Mandarin and Singlish with code-switching, while its first release had more than 90,000 downloads; these are program and distribution signals, not independent quality proof.Evidence B · P1
  25. MWITA-AP-2026-025Papua New Guinea's 2026 draft strategy proposes that AI sit on coordinated digital-government and DPI foundations—including identity, payments, exchange, wallet and portal rails—rather than be procured as isolated tools.Evidence B · P1
  26. MWITA-AP-2026-026Vanuatu's 2025-2030 financial-inclusion strategy calls for mobile wallets in social transfers, broader digital-payment uses, technology-enabled inclusive insurance, a fintech strategy, licensing guidance, a simplified sandbox and SupTech development.Evidence A · P1
  27. MWITA-AF-2026-006Kenya's AI Strategy 2025–2030 is a national roadmap organized around AI digital infrastructure, data and AI governance, and AI research, innovation and commercialization.Evidence A · P0
  28. MWITA-LC-2026-005Colombia approved CONPES 4144 in February 2025 as its national artificial-intelligence policy, with an action plan spanning governance, data and infrastructure, research and innovation, capabilities and risk mitigation.Evidence A · P1
  29. MWITA-LC-2026-014Costa Rica launched its National Artificial Intelligence Strategy 2024-2027 in October 2024, with stated priorities including ethical and responsible adoption, 5G deployment, a national AI center of excellence, education and public-service applications.Evidence A · P1
  30. MWITA-LC-2026-016Panama's government presented a Government AI Plan and National AI Roadmap 2026-2029 in July 2026, framing actions for a more efficient, secure, interoperable and citizen-centered state.Evidence A · P1
  31. 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
  32. MWITA-ME-2026-003Egypt's second National AI Strategy covers 2025–2030 and organizes action around governance, technology, data, infrastructure, ecosystem and talent.Evidence A · P0
  33. MWITA-ME-2026-004Jordan's adopted AI Strategy and Implementation Plan 2023–2027 contains 68 projects tied to five objectives spanning capacity, research, investment, regulation/data and public-sector applications.Evidence A · P1
  34. MWITA-ME-2026-017Morocco's Digital Morocco 2030 strategy has two axes—digital public services and a value- and job-producing digital economy—with talent, cloud and connectivity accelerators and AI as a cross-cutting technology.Evidence A · P1
  35. 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
  36. MWITA-RD-2026-001EU AI Act obligations for providers of general-purpose AI models entered into application on 2 August 2025, including technical documentation, downstream information, a Union-copyright policy and a public training-content summary; Commission enforcement powers for these obligations apply from 2 August 2026.Evidence A · P1
  37. MWITA-RD-2026-003Singapore's IMDA launched version 1.0 of its Model AI Governance Framework for Agentic AI on 22 January 2026, recommending risk-bounded autonomy, meaningful human approval points, lifecycle technical controls and end-user transparency.Evidence A · P1
  38. MWITA-RD-2026-004NIST launched an AI Agent Standards Initiative on 17 February 2026 to facilitate industry-led standards, community-led protocols and research on agent security and identity; the launch did not itself publish a binding or final agent standard.Evidence A · P1
  39. MWITA-RD-2026-005Korea's AI Basic Act took effect on 22 January 2026 and provides a national framework that includes high-impact AI, transparency, safety, investigation and corrective-measure provisions.Evidence A · P1
  40. MWITA-WD-2026-008The July 2025 White House AI Action Plan lists more than 90 federal policy actions across innovation, infrastructure and international diplomacy/security.Evidence A · P1
  41. 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
  42. MWITA-WD-2026-013Canada launched its first AI Strategy for the federal public service in March 2025; it is a government-operating roadmap rather than a law governing all Canadian private-sector AI.Evidence A · P1
  43. MWITA-WD-2026-017ONS estimated in June 2026 that about 35% of UK businesses with 10 or more employees reported using at least one AI technology, but adoption depth rose only from about 1.4 to 1.6 technologies per adopting business since 2023 and had not produced widespread workforce-headcount change.Evidence A · P1
  44. MWITA-WD-2026-019Ofsted's June 2025 study of 21 early-adopter schools, colleges and trusts found workload-oriented AI uses and governance practices, but concluded that robust evidence of educational impact remained limited, explorative and short-term.Evidence A · P1
  45. MWITA-WD-2026-021Australia launched a National AI Plan on 2 December 2025 with goals to build capability and infrastructure, spread adoption and worker/public-service benefits, and mitigate harms through regulatory and responsible-practice measures.Evidence A · P1
  46. MWITA-WD-2026-026New Zealand released its first national AI strategy in July 2025, explicitly prioritising adoption and application over foundational-model development and pairing it with voluntary responsible-AI guidance for businesses.Evidence A · P1
  47. MWITA-BM-2026-001Salesforce reported Agentforce annual recurring revenue of $800 million for fiscal 2026, up 169% year over year; this is a company-defined product-adoption financial metric reported in an SEC filing.Evidence A · P1
  48. MWITA-BM-2026-002Salesforce reported 2.4 billion Agentic Work Units delivered as of fiscal Q4 2026, using a company-defined unit for agentic work consumption.Evidence A · P1
  49. MWITA-BM-2026-004Intercom lists Fin AI Agent from $0.99 per outcome; an outcome can be a confirmed or assumed resolution or a completed configured workflow, and billing occurs at most once per conversation.Evidence B · P1
  50. MWITA-BM-2026-005Salesforce lists Agentforce Flex Credits at $500 per 100,000 credits, with a standard agent action consuming 20 credits, and also offers $2-per-conversation pricing.Evidence B · P1
  51. MWITA-BM-2026-006Zendesk defines automated resolutions as the billing unit for AI-agent usage and describes payment as occurring when a request is resolved without escalation to a human agent.Evidence B · P1
  52. MWITA-BM-2026-010Palantir reported $4.475 billion total revenue and 954 customers in 2025; commercial revenue was $2.073 billion, up 60% year over year, while AIP is bundled with its existing platforms.Evidence A · P1
  53. MWITA-BM-2026-011Snowflake reported $4.47 billion fiscal-2026 product revenue, $9.77 billion remaining performance obligations and 13,328 customers at 31 January 2026.Evidence A · P1
  54. MWITA-BM-2026-012Alibaba reported RMB43.284 billion Cloud Intelligence revenue for the quarter ended 31 December 2025 and a tenth consecutive quarter of triple-digit year-over-year growth in AI-related product revenue.Evidence A · P1
  55. MWITA-BM-2026-013Appier reported JPY43.7 billion fiscal-2025 revenue, up 28%, JPY3.0 billion operating profit and 13% year-over-year growth in its customer base.Evidence A · P1
  56. MWITA-BM-2026-016S4Capital describes Monks.Flow as an AI-powered platform for connected marketing workflows, while its Q3 2025 disclosure reported quarterly net revenue down 5.3% to £150.8 million and headcount down 13% year over year to about 6,500.Evidence A · P1
  57. MWITA-BM-2026-017Salesforce stated that its internal Agentforce deployment resolved 500,000 support cases and handled 84% without human intervention.Evidence C · P1
  58. MWITA-BM-2026-018Appier announced an agreement to acquire generative creative vendor AdCreative.ai for $38.7 million, including a $27.3 million base consideration.Evidence B · P1
  59. MWITA-HW-2026-004FDA granted De Novo authorization to CT-132 on 11 April 2025 as a Class II prescription computerized behavioral therapy device adjunctive to acute and/or preventive treatment for episodic migraine in adults.Evidence A · P1
  60. 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
  61. 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
  62. MWITA-HW-2026-014FDA warned in September 2025 against unauthorized smartwatches, smart rings and other devices claiming to measure or estimate blood pressure because inaccurate readings can cause delayed, missed or inappropriate treatment.Evidence A · P1
  63. MWITA-HW-2026-015FDA granted De Novo authorization on 25 August 2026 to the Libre Duo 10 Day system for people aged two years and older with diabetes, the first US wearable to continuously monitor ketones and glucose together.Evidence A · P1
  64. MWITA-CI-2026-009Morocco's finance ministry reported that the Sidi Ifni seawater-desalination plant entered service in February 2025 at 3.15 million cubic metres per year, bringing ONEE-developed desalination stock to 13 plants and 85.3 million cubic metres per year.Evidence A · P0
  65. MWITA-CI-2026-010The same official review placed Casablanca's 300-million-cubic-metre desalination project at about 81% completion for its 200-million-cubic-metre first phase and scheduled service for 1 February 2027; it was not operating in 2025.Evidence A · P0
  66. MWITA-CI-2026-011DEWA reported 495 million imperial gallons per day of installed desalination capacity at end-2025: 427 MIGD thermal MSF and 68 MIGD reverse osmosis across Jebel Ali and Palm Jumeirah.Evidence B · P1
  67. MWITA-CI-2026-012DEWA reported the 180-MIGD Hassyan reverse-osmosis desalination project about 78% complete in August 2025 and scheduled for Q1 2027, making it a construction-stage asset rather than 2025 operating supply.Evidence B · P1
  68. MWITA-CI-2026-013Singapore PUB's current programme page schedules DTSS Phase 2, including Tuas Water Reclamation Plant, for phased commissioning from 2027; its land and system benefits remain design expectations until operation is evidenced.Evidence A · P1
  69. MWITA-CI-2026-014UNEP's Global Cooling Watch 2025 models cooling demand as more than tripling by 2050 under business as usual and cooling-related emissions reaching about 7.2 GtCO2e; its Sustainable Cooling Pathway lowers modeled 2050 emissions to about 2.6 GtCO2e.Evidence A · P0
  70. MWITA-CI-2026-015An April 2026 Indian government release states that the India Cooling Action Plan was being implemented in more than 250 cities, but provides neither a city list nor measured energy, heat-health or refrigerant outcomes.Evidence B · P2
  71. MWITA-CI-2026-025Japan's METI and MIC published Report 1.0 on watt-bit collaboration in June 2025 to coordinate data-centre siting with electricity and telecommunications infrastructure; it is a planning mechanism, not evidence of optimized or decarbonized compute.Evidence A · P1
  72. MWITA-CI-2026-026A Malaysian government statement reported 18 data centres with at least 800 MW total electricity demand in February 2025 and expected 81 centres by 2035; the current aggregate and future count must not be merged.Evidence B · P0
  73. MWITA-EL-2026-001A six-week teacher-supported after-school generative-AI tutoring program in Edo State produced a 0.31 standard-deviation gain on a combined English, AI-knowledge and digital-skills assessment and a 0.23 standard-deviation gain on English, the primary outcome, versus business as usual.Evidence A · P1
  74. MWITA-EL-2026-002In a randomized field experiment with nearly 1,000 Turkish high-school mathematics students, GPT-4 access raised assisted practice grades by 48% with a standard interface and 127% with a guarded tutor, but the standard-interface group scored 17% below control when AI was removed for the exam; the guarded tutor showed no positive exam effect.Evidence A · P1
  75. MWITA-EL-2026-004A 2026 three-arm randomized trial with 275 introductory-programming students found that scaffolded and unrestricted AI raised exercise performance and reduced frustration, but neither improved pre/post knowledge gains or code comprehension relative to web resources; only the scaffolded tutor increased intrinsic motivation.Evidence A · P1
  76. 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
  77. MWITA-EL-2026-006A 2025 mixed-methods deployment study of Shiksha Copilot with 1,043 Karnataka government-school teachers and 23 curators found that most teachers completed mandated lesson-plan documentation in under 15 minutes versus a reported prior 45–90 minutes; Kannada plans required extensive linguistic editing despite higher reliability in English.Evidence B · P1
  78. MWITA-EL-2026-007A 2025 process-mining study followed 33 preservice teachers at Hanoi Pedagogical University 2 using generative AI in lesson planning, providing workflow evidence about human–AI collaboration rather than evidence of student learning.Evidence C · P1
  79. MWITA-EL-2026-010A 2026 quasi-experiment with 2,931 learners in a Ugandan radio-and-mobile engineering course found that the Leb Lango option disproportionately attracted rural and less-schooled learners; after matching, final-exam differences versus English and hybrid groups were not significant, although fewer than 14% submitted a correct broadcast engagement code in any week.Evidence B · P1
  80. MWITA-EL-2026-012UNESCO IESALC's 2025 regional mapping reported that one in three surveyed students had earned a microcredential and identified fragmented definitions, quality assurance and recognition as continuing implementation challenges.Evidence B · P1
  81. MWITA-EL-2026-013An ILO 2025 report documents microcredential models spanning India's national system, health-sector use, a Microsoft case and UNICEF's Africa-oriented Yoma platform, while treating labor-market value as contingent on quality, recognition and links to employment pathways.Evidence B · P1
  82. MWITA-EL-2026-014Coursera's vendor-sponsored 2025 survey of more than 52,000 learners across 179 countries reported that 91% of course completers achieved at least one self-reported positive career outcome and 46% reported a salary increase since enrolment.Evidence C · P1
  83. MWITA-CM-2026-009A 2025 BCG report released by India's Ministry of Information and Broadcasting estimated 2–2.5 million active digital creators in India and attributed influence over more than US$350 billion in annual consumer spending to them.Evidence C · P1
  84. MWITA-CM-2026-011KOCCA estimated South Korea's 2025 content-industry revenue at KRW161.4839 trillion and exports at US$14.906 billion; in its fourth-quarter survey, 32.1% of content businesses reported generative-AI use, led by content production at 62.7% among adopters.Evidence B · P1
  85. MWITA-CM-2026-012Japan's 2025 Trade White Paper reported overseas content sales rising from JPY4.7 trillion in 2022 to JPY5.8 trillion in 2023, a 23.2% increase; the government's JPY20 trillion 2033 figure is a policy target rather than a measured result.Evidence A · P1
  86. MWITA-CM-2026-013After a 2025 fact-finding survey of film and anime production trading conditions, Japan's Fair Trade Commission announced monitoring and possible enforcement under competition and freelancer-transaction laws, while METI planned sector guidance.Evidence A · P1
  87. MWITA-CM-2026-017BPS reported 27.40 million Indonesian creative-economy workers in 2025, 18.70% of the national labor force, up from 26.48 million and 18.30% in 2024; West, Central and East Java together held 57.81% of these workers.Evidence A · P1
  88. MWITA-CM-2026-018UNESCO's 2026 global cultural-policy report states digital revenue rose from 17% of creators' income in 2018 to 35%, while essential digital skills reached 67% in developed countries versus 28% in developing countries; only 48% of countries produced statistics on digital cultural-content consumption.Evidence A · P1
  89. MWITA-CM-2026-020Patreon's vendor-sponsored 2025 State of Create survey of more than 3,000 creators and fans reported that 78% of creators said burnout affected motivation and 81% wanted a direct way to communicate with their audience.Evidence C · P1
  90. MWITA-FAW-2026-010The World Bank reported Nigeria's TRIMING project modernized 43,400 hectares and described output as sufficient to feed one million people; the latter is a food-equivalent estimate rather than counted beneficiaries consuming project crops.Evidence B · P1
  91. MWITA-FAW-2026-011As of 2025, World Bank reporting says Ethiopia's One WASH-CWA had benefited about 7.5 million people, including 1.95 million through water supply and 5.5 million through safe sanitation, with more than 2,600 rural water schemes completed.Evidence B · P1
  92. MWITA-FAW-2026-014India's agriculture ministry reported 9.697 million hectares cumulatively covered by Per Drop More Crop since 2015-16 as of March 2025, split between 4.637 million hectares drip and 5.060 million sprinkler.Evidence A · P1
  93. MWITA-FAW-2026-015India's M-CADWM sub-scheme was approved in April 2025 and its pilot implementation covered 23 states and territories by December; the coverage describes a pilot footprint, not completed pressurized irrigation or measured efficiency.Evidence A · P1
  94. MWITA-FAW-2026-016The 2030 Water Resources Group reported verified micro-irrigation adoption across 180,000 hectares for 145,000 farmers in Uttar Pradesh in 2025, alongside 122,000 hectares of direct-seeded rice.Evidence B · P1
  95. MWITA-FAW-2026-017Viet Nam's agriculture ministry reported more than 354,000 hectares included in its low-emission rice programme by end-2025, versus an initial 2024-25 target of about 180,000 hectares; only dozens of production models and 11 MRV models were described as pilots.Evidence A · P0
  96. MWITA-FAW-2026-018Viet Nam's ministry reported initial pilot-model comparisons of 3–4 tCO2e/ha lower emissions and 13.4% higher average farmer income, with MRV piloted in 11 models in 2025.Evidence B · P1
  97. MWITA-FAW-2026-023In August 2025 Mexico reported six irrigation districts underway and ten in tender under Mexico se Tecnifica; more than 200,000 hectares and 2.8 billion m3 recovered for human use remained programme targets.Evidence A · P0
  98. MWITA-FAW-2026-029Saudi Arabia's 2025 sector summary reported 5,000 agricultural well meters installed and 30% of treated wastewater reused for industrial and agricultural purposes.Evidence B · P1
  99. MWITA-FAW-2026-031FAO's AQUASTAT Water Data Snapshot 2025 reported renewable water availability per person fell 7% over the prior decade, but the 2025 publication primarily reflects the 2024 collection cycle and data through 2022.Evidence A · P0
  100. MWITA-FAW-2026-032World Bank reporting says PROLAC brought 33,231 hectares across Cameroon, Chad and Niger under better water and soil management—more than triple its original goal—and rehabilitated more than 2,400 hectares of polders in Chad.Evidence B · P1
  101. MWITA-CT-2026-001UN-Habitat's World Cities Report 2026 estimates that up to 3.4 billion people lack access to secure, safe and adequate housing, including more than 1.1 billion people in informal settlements and slums.Evidence A · P0
  102. MWITA-CT-2026-002UN-Habitat reports the global housing deficit increased from 251 million units in 2010 to 288 million units in 2023.Evidence A · P0
  103. MWITA-CT-2026-003The UN system's SDG 11 Global Report 2026 says four in ten urban residents still lack convenient access to public transport.Evidence A · P0
  104. MWITA-CT-2026-004The SDG 11 Global Report 2026 reports that disasters affected an annual average of 123 million people between 2015 and 2024.Evidence A · P0
  105. MWITA-CT-2026-005India reported that by 27 January 2025 PMAY-U had sanctioned 11.864 million houses, grounded 11.250 million and completed or delivered 9.025 million.Evidence A · P0
  106. MWITA-CT-2026-006India reported 29.190774 million PMAY-G houses cumulatively completed by 9 December 2025, including 2.343066 million completed during calendar 2025 to that date.Evidence A · P0
  107. MWITA-CT-2026-007Brazil's PPA monitoring recorded 542,607 Minha Casa Minha Vida homes contracted as of 15 August 2025 against a 2025 programme indicator target of 375,000.Evidence A · P0
  108. MWITA-CT-2026-008Brazil's 2025 MCMV-FAR selection cycle provides for contracting 110,000 urban housing units, including 10,000 for specified emergency or public-works situations.Evidence A · P1
  109. MWITA-CT-2026-009Brazil's government reported the simultaneous handover of 1,876 Minha Casa Minha Vida units across five states on 1 August 2025.Evidence A · P1
  110. MWITA-CT-2026-010Kenya's Government Delivery Unit reported 130,988 affordable housing units under construction in March 2025, up from 8,872 units in 2022.Evidence A · P0
  111. MWITA-CT-2026-011South Africa's Department of Human Settlements reported 17,859 title deeds registered in 2024/25 against an annual target of 16,000.Evidence A · P1
  112. MWITA-CT-2026-012South Africa identified 100 blocked housing projects in its 2024/25 business plan and reported 24 had been unblocked by year end.Evidence A · P1
  113. MWITA-CT-2026-013Western Cape's 2025 economic review recorded registered housing demand of 643,377 units, 14.6% higher than previously reported, despite 132,705 housing opportunities delivered over the preceding decade.Evidence A · P0
  114. MWITA-CT-2026-014World Bank project monitoring reported more than 150,000 Sindh flood-reconstruction houses completed with cash-grant support by June 2025.Evidence B · P0
  115. MWITA-CT-2026-015The Sindh housing reconstruction project anticipated 410,000 multi-hazard-resistant houses by 2027; this is a future target distinct from the 150,000-plus completions reported in 2025.Evidence B · P1
  116. MWITA-CT-2026-016Morocco's High Atlas Development Agency reported that 46,650 families had completed construction or rehabilitation of earthquake-affected homes by 10 July 2025.Evidence A · P0
  117. MWITA-CT-2026-017China's Ministry of Transport reported 341 urban rail lines operating over 11,651 km at end-2025, 728 km more than a year earlier.Evidence A · P0
  118. MWITA-CT-2026-018China's 2025 urban rail passenger volume rose 3.2% to 33.224 billion trips while public bus and trolleybus trips fell 5.5% to 36.566 billion.Evidence A · P0
  119. MWITA-CT-2026-019Jakarta's statistics office recorded 4,057,868 MRT trips, 119,315 LRT trips and 37,463,134 TransJakarta trips in December 2025.Evidence A · P1
  120. MWITA-CT-2026-020Saudi Arabia's transport authority reported 32.1 million Riyadh Metro passenger trips in the fourth quarter of 2025.Evidence A · P0
  121. MWITA-CT-2026-021World Bank project monitoring reported 39 km of roads and 45 km of pedestrian walkways completed across seven Somali cities by 2025, with another 51 km still under construction.Evidence B · P0
  122. MWITA-CT-2026-022The Somalia urban resilience project reported nearly 700,000 people benefiting from improved access to climate-resilient urban infrastructure between 2020 and 2025.Evidence B · P0
  123. MWITA-CT-2026-023World Bank reporting says a Yemen connectivity project rehabilitated more than 150 km of roads and provided 1.2 million people with all-weather road access.Evidence B · P1
  124. MWITA-CT-2026-024World Bank reporting says Tunisia's Road Transport Corridors Project built more than 137 km of roads and reported more than 373,000 beneficiaries.Evidence B · P1
  125. MWITA-CT-2026-025World Bank reporting says Can Tho's 2016–2024 urban resilience project established flood defenses protecting more than 422,000 people and installed 60 hotspot sensors.Evidence B · P0
  126. MWITA-CT-2026-026The World Bank estimates Can Tho's flood-resilience project avoids US$10.7 million in flood-related damages per year.Evidence B · P0
  127. MWITA-CT-2026-027World Bank project reporting says rehabilitated drainage in Abidjan protects nearly 560,000 residents from flooding.Evidence B · P0
  128. MWITA-CT-2026-028The World Bank reported that more than 30 active projects in Latin America and the Caribbean increased resilience for over 24 million people through several different modalities.Evidence B · P1
  129. MWITA-CT-2026-029World Bank reporting says Colombia incorporated risk management into the construction, renovation or upgrading of nearly 2,000 km of public roads under a disaster-risk policy operation.Evidence B · P0
  130. MWITA-CT-2026-030Singapore's Building and Construction Authority reported that close to 66% of national building gross floor area had been greened by December 2025 against an 80% target for 2030.Evidence A · P0
  131. MWITA-CT-2026-031Singapore reported that 33% of new development gross floor area had achieved the Super Low Energy standard by December 2025, while the policy target is 80% from 2030 onward.Evidence A · P0
  132. MWITA-CT-2026-032Singapore reported Design for Manufacturing and Assembly adoption in new development gross floor area rose from about 61% in 2023 to 68% in 2024.Evidence A · P1
  133. MWITA-CT-2026-033CETUD and the World Bank had established a multidimensional impact-evaluation programme for Dakar's BRT and TER by August 2025, but the country brief reports the evaluation design and data systems rather than completed impact estimates.Evidence A · P1
  134. MWITA-CT-2026-034ADB's Urban Financing Partnership Facility supported approval of 13 new technical-assistance projects totaling US$19.52 million in 2025.Evidence A · P1
  135. MWITA-BL-2026-011A 2025 Japanese research team demonstrated a modular autonomous laboratory that closed the loop across E. coli culture, preprocessing, measurement, analysis and Bayesian selection of subsequent medium conditions.Evidence A · P1
  136. 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
  137. 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
  138. MWITA-BL-2026-014A 2025 research prototype called G-Bot integrated liquid handling, imaging and environmental control and ran a 24-hour MCF-7 live-cell imaging experiment under culture conditions.Evidence A · P1
  139. MWITA-FB-2026-007India's KVIC raised khadi spinning wages from INR 12.50 to INR 15 per hank and weaving wages by 20% from April 2025, reporting about 432,000 associated spinners and weavers as beneficiaries.Evidence A · P1
  140. MWITA-FB-2026-008India's 2026 handloom program note reports that workshed beneficiaries increased average daily earnings from INR 328 to INR 465, alongside 53% higher daily production and 60% longer working hours.Evidence B · P1
  141. MWITA-FB-2026-009The same government note reports that electronic-jacquard beneficiaries' average daily wages rose from INR 360 to INR 560 and average monthly income from INR 9,600 to INR 15,000, with 96% reporting productivity gains.Evidence B · P1
  142. MWITA-FB-2026-015The ILO's 2025 Asia-Pacific garment brief draws on the five most recent rounds of factory-level compliance assessments in Bangladesh, Cambodia, Indonesia and Viet Nam, indicating that regional decent-work evidence is assessment-based rather than a complete census of the sector.Evidence A · P1
  143. MWITA-AV-2026-008An official June 2025 BHASHINI brief reported support for more than 35 languages, 18 language services and more than 1,600 AI models as of May 2025.Evidence A · P1
  144. MWITA-AV-2026-009The same BHASHINI brief reported more than 1 billion cumulative inferences and more than 850,000 mobile-app downloads as of May 2025.Evidence A · P1
  145. MWITA-AV-2026-026A 2025 randomized assignment study of urban Mumbai participants found no statistically significant test-score difference between augmented podcasts and video lectures for low- and medium-level learning items, but a significant difference for high-level learning items.Evidence A · P1
  146. MWITA-YF-2026-001China's official child-development monitoring report put the gross preschool enrolment rate at 92.0% in 2024.Evidence A · P1
  147. MWITA-YF-2026-002In 2024, 45.6% of Chinese primary schools and 67.4% of secondary schools had full-time mental-health teachers, according to the national monitoring report.Evidence A · P1
  148. MWITA-YF-2026-005ASER 2024 found that 23.4% of surveyed rural Indian Standard III children could read a Standard II text.Evidence A · P1
  149. MWITA-YF-2026-006ASER 2024 found that 33.7% of surveyed rural Indian Standard III children could perform subtraction.Evidence A · P1
  150. MWITA-YF-2026-007Among ASER 2024 respondents aged 14–16 who said they could use a smartphone, 57% reported education-related use and 76% social-media use in the preceding week.Evidence A · P1
  151. MWITA-YF-2026-009In TIC Kids Online Brasil 2025, 59% of internet users aged 9–17 reported using generative AI for school research or study.Evidence A · P1
  152. MWITA-YF-2026-017A cluster-randomized trial in 291 Kenyan public pre-primary schools found a curriculum-integrated smartphone learning program produced effects of 0.534 SD overall, 0.450 SD in numeracy and 0.449 SD in literacy after 13 months.Evidence A · P1
  153. MWITA-YF-2026-018A randomized Kenyan experiment found one hour of weekly one-to-one online tutoring raised test scores by 0.4 SD during a nine-month school closure, against an estimated 0.8 SD control-group loss, but had no effect while schools were open.Evidence A · P1
  154. MWITA-YF-2026-019In a factorial cluster-randomized study of 614 Tanzanian caregivers, WhatsApp support increased completed ParentApp modules 1.29-fold.Evidence A · P1
  155. MWITA-YF-2026-020A five-week randomized trial with 978 Hong Kong parents found a self-guided academic parenting program increased self-reported mindful parenting by d=0.18 at post-test.Evidence A · P1
  156. MWITA-YF-2026-022UNICEF's 10-country household-survey snapshot found roughly one in ten internet-using children sought AI advice on personal matters in some participating countries.Evidence A · P1
  157. MWITA-YF-2026-031UNICEF reported the Learning Passport active in 51 countries and reaching 12.5 million learners and educators in 2025.Evidence B · P1
  158. MWITA-YF-2026-032A randomized trial across 45 Mexican public upper-secondary schools and more than 2,900 students found assignment to Learning Passport produced 9% higher mathematics learning improvement than control classrooms over one semester.Evidence A · P1
  159. MWITA-YF-2026-033A randomized evaluation in Chilean primary schools found a coordinator-supported math platform integrated into regular instruction increased fourth-grade national math scores by 0.27 SD versus control.Evidence A · P1
  160. MWITA-YF-2026-039UNICEF reported 7.5 million cumulative Learning Passport course completions by the end of 2025.Evidence B · P1
  161. MWITA-DA-2026-010Chinese officials reported more than 400,000 people with disabilities newly employed each year during 2021–2025 and an employment-rate rise of nearly five percentage points.Evidence B · P1
  162. MWITA-AC-2026-013Brazil's care law prioritizes older people needing help with daily activities plus paid and unpaid care workers.Evidence A · P1
  163. MWITA-AC-2026-015Brazil's national plan frames decent work, social protection, collective rights, training and anti-precarization measures for paid domestic and care workers as implementation axes.Evidence A · P1
  164. MWITA-AC-2026-018Japan counted 2,126,227 long-term care workers on 1 October 2024, only 487 more than a year earlier.Evidence A · P1
  165. MWITA-AC-2026-019Japan's ministry lists pay improvement, training, ICT-enabled productivity, occupation promotion and foreign-worker support as parallel workforce measures.Evidence A · P1
  166. MWITA-AC-2026-020An ILO model projects Thailand may need up to 250,000 additional paid home-care workers by 2037 if care gaps are closed under legal and decent-work conditions.Evidence A · P1
  167. MWITA-AC-2026-021The ILO scenario includes about 55,000 migrant workers within the potential additional Thai home-care workforce requirement.Evidence A · P1
  168. MWITA-WH-2026-020In a 40-facility Kenyan cluster RCT, 85% of invited participants in intervention facilities reported taking up the PROMPTS SMS and helpdesk platform.Evidence A · P1
  169. MWITA-WH-2026-021The Kenyan PROMPTS trial found small positive intention-to-treat effects on standardized indices for knowledge, birth preparedness, routine care seeking, newborn care and postpartum care content, ranging from 0.06 to 0.09 standard deviations.Evidence A · P1
  170. MWITA-WH-2026-022The PROMPTS trial did not find a statistically significant effect on its danger-sign care-seeking index and was not powered to detect health outcomes.Evidence A · P1
  171. MWITA-WH-2026-030WHO's February 2026 implementation guide separates exploration, preparation and active implementation, including national guideline adaptation, commodity planning, workforce capacity and monitoring.Evidence A · P1
  172. MWITA-WH-2026-031A 24-hospital cluster RCT in four Indian states enrolled 21,937 participants and found significant improvements in 7 of 11 measured neonatal and maternal care practices after a postpartum family messaging service.Evidence A · P1
  173. MWITA-WH-2026-032The Indian trial estimated increases of 3.1 percentage points in breastfeeding, 4.1 points in recommended cord care and 9.2 points in mother-infant skin-to-skin care.Evidence A · P1
  174. MWITA-WH-2026-033In a 316-person Yaounde randomized trial, 20.1% of the WhatsApp-video group versus 7.0% of control completed at least eight antenatal contacts (adjusted RR 2.65, 95% CI 1.34–4.79).Evidence A · P1
  175. MWITA-WH-2026-034The Yaounde trial reported lower pregnancy-related anxiety in the WhatsApp-video group (adjusted RR 0.54, 95% CI 0.34–0.78) and a 0.34-point adjusted improvement in pregnancy knowledge.Evidence A · P1
  176. MWITA-WH-2026-035The Yaounde trial found no statistically significant differences in completed malaria prophylaxis doses, mosquito-net use, malaria incidence or satisfaction with antenatal care.Evidence A · P1
  177. MWITA-WH-2026-039In a six-facility Kenyan randomized trial, neonatal mortality was 18.8 per 1,000 in the interactive-text arm and 15.2 per 1,000 with standard care (risk ratio 1.25, 95% CI 0.81–1.91; p=0.31), providing no evidence of a mortality reduction.Evidence A · P1
  178. MWITA-WH-2026-040The Kenyan mortality trial's timing analysis indicates that many neonatal deaths occurred before discharge, limiting the exposure window for the postpartum messaging component.Evidence A · P1
  179. MWITA-CB-2026-001WHO estimated that 15.8% of people globally experienced loneliness during 2014–2023, approximately one in six.Evidence A · P1
  180. MWITA-CB-2026-002WHO's synthesis estimated loneliness at 20.9% among adolescents, 17.4% among ages 18–29, 15.1% among ages 30–59 and 11.8% among adults aged 60 or older.Evidence A · P1
  181. MWITA-CB-2026-003WHO estimated loneliness prevalence at 24.3% in low-income countries and 11.0% in high-income countries.Evidence A · P1
  182. MWITA-CB-2026-004WHO estimated that loneliness is associated with more than 871,000 deaths annually, roughly 100 per hour.Evidence A · P1
  183. MWITA-CB-2026-005In Japan's 2024 national survey, 4.3% of respondents said they felt lonely often or always.Evidence A · P1
  184. MWITA-CB-2026-006Japan's 2024 survey reported 15.4% feeling lonely sometimes and 19.6% occasionally, in addition to the 4.3% often-or-always group.Evidence A · P1
  185. MWITA-CB-2026-007The 2024 Japan survey reported often-or-always loneliness for 7.4% of respondents in their 20s and 2.5% of respondents in their 70s.Evidence A · P1
  186. MWITA-CB-2026-008Japan's 2024 loneliness survey drew a 20,000-person sample of residents aged 16 or older and obtained 10,876 valid responses, a 54.4% response rate.Evidence A · P1
  187. MWITA-CB-2026-009India's 2024 Time Use Survey reported that 72.1% of people aged six or older participated on the diary day in the combined category of socializing, communication, community participation and religious practice.Evidence A · P1
  188. MWITA-CB-2026-010Among Indian participants in the combined socializing, communication, community and religious-practice category, average time was 138 minutes on the diary day in 2024.Evidence A · P1
  189. MWITA-CB-2026-011Across India's population aged six or older, the 2024 diary-day average for the combined socializing, communication, community and religious-practice category was 125 minutes.Evidence A · P1
  190. MWITA-CB-2026-012India's 2024 Time Use Survey reported 1.0% diary-day participation in unpaid volunteer, trainee and other unpaid work, with 122 minutes on average among participants.Evidence A · P1
  191. MWITA-CB-2026-013India's Election Commission reported 66.10% turnout in the 2024 Lok Sabha election, excluding the uncontested Surat constituency.Evidence A · P1
  192. MWITA-CB-2026-014The Election Commission reported 2024 Lok Sabha turnout of 65.78% among women and 65.55% among men.Evidence A · P1
  193. MWITA-CB-2026-015Indonesia's KPU reported 81.48% turnout in the 2024 presidential election.Evidence A · P1
  194. MWITA-CB-2026-016Indonesia's KPU reported 81.14% turnout for the national legislative election and 81.50% for the Regional Representative Council election in 2024.Evidence A · P1
  195. MWITA-CB-2026-017Mexico's INE reported 60,115,184 votes in the 2024 presidential election.Evidence A · P1
  196. MWITA-CB-2026-018Mexico's INE reported 61.04% turnout from the nominal voter list in the 2024 presidential election.Evidence A · P1
  197. MWITA-CB-2026-019South Africa's Electoral Commission reported 58.64% turnout in the 2024 national election.Evidence A · P1
  198. MWITA-CB-2026-020Colombia's 2023 Political Culture Survey found that 76.2% of surveyed adults considered it important to live in a democratic country.Evidence A · P1
  199. MWITA-CB-2026-021Colombia's 2023 Political Culture Survey reported that 84.8% of adults said they felt safe going to vote in the 2022 electoral processes.Evidence A · P1
  200. MWITA-CB-2026-022Only 18.7% of adults in Colombia's 2023 Political Culture Survey said organizing with others for a common cause was easy or very easy.Evidence A · P1
  201. MWITA-CB-2026-023Colombia's 2023 Political Culture Survey reported that 44.0% of adults had no close network of trust and support, compared with 48.2% in 2021.Evidence A · P1
  202. MWITA-CB-2026-024Brazil's IBGE estimated that 7.3 million people aged 14 or older, 4.2% of that population, did volunteer work in the reference week in 2022.Evidence A · P1
  203. MWITA-CB-2026-025Brazil's 2022 reference-week volunteer rate was 3.3% in the Northeast and 4.6% in the South.Evidence A · P1
  204. MWITA-CB-2026-026Brazilian volunteers spent an average 6.6 hours on volunteer work in the reference week in 2022.Evidence A · P1
  205. MWITA-CB-2026-027IBGE reported that 42.3% of Brazilian reference-week volunteers performed volunteer work at least four times per month in 2022.Evidence A · P1
  206. MWITA-CB-2026-033In a randomized trial of 375 lonely Hong Kong adults aged 50–70, a structured volunteering intervention produced lower UCLA loneliness scores than active psychoeducation control at six months, with standardized effect size d=-0.41.Evidence A · P1
  207. MWITA-CB-2026-034The Hong Kong volunteering trial reported six-month standardized effects of d=-0.59 for emotional loneliness and d=-0.58 for social loneliness versus active control.Evidence A · P1
  208. MWITA-CB-2026-035Most randomized-group loneliness effects in the Hong Kong volunteering trial were not sustained at 12 months.Evidence A · P1
  209. MWITA-CB-2026-036At 12 months, Hong Kong trial participants who continued volunteering more than two hours per week had lower loneliness than those who did not, but this continuation comparison was observational rather than randomized.Evidence B · P1
  210. MWITA-CB-2026-037A randomized trial of 79 community-dwelling older adults in Japan found a significant group-by-time effect on UCLA loneliness for eight weekly smell-triggered reminiscence sessions versus themed conversation control (p=.006).Evidence A · P1
  211. MWITA-CB-2026-038The Japanese smell-triggered reminiscence trial abstract reported the significant interaction for loneliness but did not report a significant group-by-time effect for depression.Evidence A · P1
  212. MWITA-CB-2026-039In a 48-cluster randomized trial in Mumbai informal settlements, 89 of 426 women in intervention clusters versus 45 of 484 in control clusters disclosed domestic violence to a mandated professional, adjusted odds ratio 2.75 (95% CI 1.73–4.37).Evidence A · P1
  213. MWITA-CB-2026-040The Mumbai cluster trial did not confirm a reduction in physical or sexual domestic-violence prevalence: adjusted odds ratio 0.85 (95% CI 0.62–1.16).Evidence A · P1
  214. 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
  215. 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
  216. 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
  217. 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
  218. 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
  219. MWITA-AE-2026-009Kuaishou reported RMB81.5 billion in online marketing-services revenue for 2025, up 12.5% from 2024.Evidence A · P1
  220. MWITA-AE-2026-010Kuaishou said online marketing services contributed 57.1% of its RMB142.8 billion total revenue in 2025.Evidence A · P1
  221. 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
  222. MWITA-AE-2026-012Kuaishou reported RMB4.0 billion of Q4 2025 online-marketing spend associated with AIGC marketing materials.Evidence B · P1
  223. MWITA-AE-2026-013NAVER reported that total platform advertising grew 6.7% year over year in Q4 2025.Evidence A · P1
  224. 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
  225. MWITA-AE-2026-015NAVER reported Q4 2025 Commerce revenue of KRW1.054 trillion, up 36.0% year over year.Evidence A · P1
  226. 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
  227. 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
  228. 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
  229. 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
  230. MWITA-AE-2026-020Sea reported that Shopee ad revenue grew more than 70% year over year in Q4 2025.Evidence A · P1
  231. 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
  232. 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
  233. 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
  234. 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
  235. 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
  236. 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
  237. 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
  238. 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
  239. 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
  240. 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
  241. 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
  242. 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
  243. 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
  244. 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
  245. MWITA-WS-2026-006The World Bank estimates that cities and industries generate about one billion cubic metres of used water each day.Evidence A · P1
  246. MWITA-WS-2026-007The World Bank estimates current water reuse at about 12 percent of municipal freshwater withdrawals, while potable and industrial reuse accounts for about 3 percent.Evidence A · P1
  247. MWITA-WS-2026-008The World Bank reports that global water-reuse capacity roughly tripled over two decades and has recently expanded by about 7 percent annually.Evidence A · P1
  248. MWITA-WS-2026-009The World Bank models potential reuse of up to 430 million cubic metres per day by 2040 and an associated investment need of up to US$340 billion.Evidence A · P1
  249. MWITA-WS-2026-010DEWA reported 495 million imperial gallons per day of installed desalination capacity in 2025.Evidence A · P1
  250. MWITA-WS-2026-011DEWA reported desalinated-water production of 158,359 million imperial gallons in 2025.Evidence A · P1
  251. MWITA-WS-2026-012DEWA reported average daily water demand of 442.478 million imperial gallons and a peak monthly average of 477 million imperial gallons in 2025.Evidence A · P1
  252. MWITA-WS-2026-013DEWA reported 1,156,463 water customer accounts in 2025.Evidence A · P1
  253. MWITA-WS-2026-014DEWA describes the Hassyan seawater reverse-osmosis project as planned to supply up to 180 million imperial gallons per day from the first quarter of 2027.Evidence A · P1
  254. MWITA-WS-2026-015DEWA states an investment value of AED 3.377 billion for the Hassyan desalination project.Evidence A · P1
  255. MWITA-WS-2026-016Singapore PUB says the Deep Tunnel Sewerage System and Tuas Water Reclamation Plant are scheduled for phased commissioning from 2027.Evidence A · P1
  256. MWITA-WS-2026-017PUB expects the Tuas Water Reclamation Plant to use about half the land footprint of conventional facilities and free roughly 150 hectares elsewhere.Evidence A · P1
  257. MWITA-WS-2026-018Singapore PUB reports that about 300,000 smart water meters have been rolled out in the first phase of its programme.Evidence A · P1
  258. MWITA-WS-2026-023TSMC reported reclaimed-water supply capacity of 67,000 cubic metres per day in southern Taiwan in 2024.Evidence A · P1
  259. MWITA-WS-2026-024TSMC reported consuming 19.65 million cubic metres of reclaimed water at its Tainan sites in 2024, reducing municipal tap-water use there by 31 percent.Evidence A · P1
  260. MWITA-WS-2026-025TSMC's additional reclaimed-water facilities and 2030 replacement-rate objectives are targets rather than completed outcomes.Evidence A · P1
  261. MWITA-WS-2026-033Singapore PUB offered a 12-month proof-of-concept opportunity worth up to S$90,000 for integrated water meters and leak sensors.Evidence A · P1
  262. MWITA-IE-2026-022KOCCA reported 87,576 workers across South Korea's game industry in its 2024 industry census.Evidence A · P1
  263. MWITA-IE-2026-030Roblox reported more than US$1 billion paid through DevEx in the twelve months ended 30 June 2025.Evidence A · P1
  264. MWITA-IE-2026-031Roblox stated that more than 29,000 creators participated in DevEx in the twelve months ended 30 June 2025.Evidence A · P1
  265. MWITA-IE-2026-032Roblox reported a US$1,440 median DevEx payout among participating creators for the twelve months ended 30 June 2025.Evidence A · P1
  266. MWITA-IE-2026-035Fortnite Developer Terms generally require aggregate payouts above US$100 within a rolling twelve-month period; otherwise amounts may reset.Evidence A · P1
  267. MWITA-HR-2026-004IFR counted almost 200,000 professional service robots sold in 2024, up 9%.Evidence B · P1
  268. MWITA-HR-2026-005IFR reported the robot-as-a-service fleet grew 31% in 2024.Evidence B · P1
  269. 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
  270. 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
  271. 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
  272. MWITA-BT-2026-021Anvisa issued a second question-and-answer edition in 2025 to support implementation of the cosmetovigilance rule.Evidence A · P1
  273. MWITA-LV-2026-008Sea reported Shopee fourth-quarter 2025 ad revenue grew more than 70%, ad-paying sellers more than 20%, and their average ad spend more than 45% year over year.Evidence B · P1
  274. MWITA-LV-2026-009Sea reported that buyers using Shopee instant or same-day delivery spent about 15% more on average after adopting those services.Evidence C · P1
  275. MWITA-LV-2026-014Alibaba says Chinese users can browse, compare, place orders and manage delivery through natural-language interaction with Qwen/Taobao.Evidence C · P1
  276. MWITA-LV-2026-026India’s government describes ONDC as an open protocol rather than a single marketplace, enabling buyer and seller applications to interoperate.Evidence A · P1
  277. MWITA-LV-2026-027The ONDC design makes a seller onboarded through one compliant seller application discoverable to compliant buyer applications across the network.Evidence A · P1
  278. MWITA-LV-2026-031The government release says ONDC buyer applications disclose key parameters used for sorting or listing search results.Evidence A · P1
  279. MWITA-AD-2026-005Alibaba launched a Qwen-powered version of Quark on 13 March 2025 as an all-in-one AI assistant with chat, reasoning, research and task-execution functions.Evidence B · P1
  280. 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
  281. MWITA-ASVC-2026-002JD.com described that customer-service system as both multi-scenario and multimodal.Evidence B · P1
  282. MWITA-ASVC-2026-003JD.com reported more than 50,000 AI agents across internal systems by the end of 2025.Evidence B · P1
  283. MWITA-ASVC-2026-015Safaricom reported 38 NLP Smart-IVR journeys developed in FY2024.Evidence B · P1
  284. MWITA-ASVC-2026-016Grab unveiled its LLM-based Merchant AI Assistant inside GrabMerchant in April 2025.Evidence B · P1
  285. MWITA-ASVC-2026-017Grab says the Merchant AI Assistant can proactively suggest sales improvements and help create ad campaigns or update menus.Evidence B · P1
  286. MWITA-ASVC-2026-018Grab reported that its pilot voice-reporting tool received more than 16,000 road reports per day from over 900,000 drivers.Evidence B · P1
  287. MWITA-ASVC-2026-019Grab's voice-reporting feature accepts multilingual verbal reports for traffic, roadworks and flooding.Evidence B · P1
  288. MWITA-ASVC-2026-020Grab built the Merchant AI Assistant with OpenAI and Anthropic models, while the Driver Companion used OpenAI models.Evidence B · P1
  289. MWITA-ASVC-2026-021Grab reported that one in four MSME partners used Merchant AI Assistant in 2025.Evidence B · P1
  290. MWITA-ASVC-2026-023Nubank reported that AI agents handled more than 60% of customer-support conversations in Brazil in Q2 2026.Evidence B · P1
  291. MWITA-ASVC-2026-024Nubank characterized the Q2 2026 AI-handled support conversations as operating at or above human parity.Evidence B · P1
  292. MWITA-ASVC-2026-025Nubank said its NuFormer model powers customer-service and growth decisions across the company.Evidence B · P1
  293. MWITA-ASVC-2026-026Nubank's Precog system predicts why a customer is contacting support and prepares the human agent with relevant information.Evidence B · P1
  294. MWITA-ASVC-2026-030Nubank reported in late 2024 that AI resolved 40% of demands arriving through chat.Evidence B · P1
  295. MWITA-ASVC-2026-031Nubank disclosed a copilot that assists its human customer-service agents.Evidence B · P1
  296. MWITA-ASVC-2026-033Mercado Libre said much of its user-support flow runs through its internal Maxwell platform.Evidence B · P1
  297. MWITA-ASVC-2026-034Mercado Libre said Maxwell enabled support agents for Mercado Pago users, advertisers and sellers.Evidence B · P1
  298. MWITA-ASVC-2026-035Mercado Libre reported more than 99.99% uptime for its internal shared AI platform.Evidence B · P1
  299. MWITA-ASVC-2026-036Mercado Libre said model routing, evaluation, observability and cache improvement reduced its cost per token as AI scaled.Evidence B · P1
  300. MWITA-ASVC-2026-037Mercado Libre said it replaced a couple of multi-million-dollar SaaS contracts with agents.Evidence B · P1
  301. 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
  302. 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
  303. MWITA-ASVC-2026-040Mercado Libre's 2024 Form 10-K identifies data sourcing, bias, security and privacy as AI-adoption risks.Evidence B · P1
  304. MWITA-ASVC-2026-041NAVER's Shopping AI Agent moved from a February 2026 beta focused on discovery and summaries to proactively initiating conversations in June 2026.Evidence B · P1
  305. MWITA-ASVC-2026-042NAVER says its Shopping AI Agent analyzes clicks, saved items, cart additions and trends to suggest product-discovery directions.Evidence B · P1
  306. MWITA-ASVC-2026-044NAVER labels the Shopping AI Agent action-oriented, but the cited June 2026 release documents suggestions rather than completed purchases.Evidence B · P1
  307. MWITA-ASVC-2026-045NAVER's CLOVA LiveChat analyzes Smart Store inquiries and recommends seller-specific FAQs.Evidence B · P1
  308. MWITA-ASVC-2026-046CLOVA LiveChat can automatically answer configured FAQs through NAVER TalkTalk around the clock after a seller supplies answers.Evidence B · P1
  309. MWITA-ASVC-2026-048CLOVA LiveChat expanded FAQ recommendations from store-level topics to about 4,000 product categories.Evidence B · P1
  310. MWITA-ASVC-2026-049Rakuten said its generative-AI customer-service agent Raptor was being deployed across its ecosystem.Evidence B · P1
  311. 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
  312. MWITA-ASVC-2026-051Rakuten says Raptor combines AI chat, AI voice and AI-augmented human service.Evidence B · P1
  313. MWITA-ASVC-2026-052stc launched a voice-of-customer transcription co-worker using its speech-recognition and large-language-model capabilities.Evidence B · P1
  314. MWITA-ASVC-2026-053stc says its call-transcription co-worker extracts signals for churn, CSAT and fraud analysis.Evidence B · P1
  315. 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
  316. MWITA-ASVC-2026-058etisalat by e& soft-launched a voice-capable Consumer Assistant at GITEX in October 2023.Evidence B · P1
  317. MWITA-ASVC-2026-059e& said its Consumer Assistant can join voice calls and take actions such as scheduling appointments.Evidence B · P1
  318. MWITA-ASVC-2026-060e& reported five million GoChat downloads before launching its GPT-powered chatbot in June 2023.Evidence B · P1
  319. MWITA-SR-2026-027Google DeepMind's Concordia implements entities, modular components, simulation engines and Game Master-mediated environments for generative social simulation.Evidence B · P0
  320. MWITA-SR-2026-028Concordia includes questionnaire, open-ended interview, marketplace and psychology-experiment components.Evidence B · P0
  321. MWITA-SR-2026-031The platform's analysis flow converts synthetic transcripts into summaries, knowledge graphs, reports and follow-up analysis.Evidence C · P0
  322. MWITA-NA-2026-016The dataset combines mobile and wearable sensing with participant-provided affective and cognitive labels in naturalistic contexts.Evidence B · P0
  323. MWITA-NA-2026-022The reported best-performing classifier varied by physiological modality and dataset.Evidence B · P1
  324. 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
  325. 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
  326. MWITA-SPC-2026-006AIST stated that the program seeks collaboration with robot users, manufacturers and system integrators around tasks that remain difficult to automate with conventional teaching or programming.Evidence A · P0
  327. 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
  328. MWITA-MO-2026-014Wearable-sensor cognitive-motor training produced a small six-minute-walk advantage over seated tablet training but no statistically clear MoCA advantage in older adults.Evidence B · P1
  329. MWITA-MO-2026-015Wearable-based perioperative telemonitoring with nurse response accelerated step-count recovery after cancer surgery by about 6%, statistically significant but below the trial's prespecified 14% clinically relevant target.Evidence A · P1
  330. MWITA-SEC-2026-001InjecAgent found ReAct-prompted GPT-4 vulnerable to indirect prompt injection in 24% of tests.Evidence A · P1
  331. 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
  332. 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
  333. 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
  334. 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
  335. MWITA-SEC-2026-007OS-Harm documented unsafe execution traces across all tested frontier computer-use model families.Evidence A · P1
  336. 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
  337. 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
  338. 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
  339. 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
  340. MWITA-AGC-2026-006In simulated two-sided agent markets, response speed created a much larger selection advantage than service quality.Evidence B · P1
  341. MWITA-AISO-2026-009Across 13,929 real search-LLM answers, 30% contained no citation; Gemini supplied no clickable source for 92%, while Sonar visited about ten relevant pages per query but cited only three to four.Evidence A · P1
  342. 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
  343. MWITA-ALGP-2026-006In an incentivized online experiment, participants manipulated disclosed attributes more successfully when those attributes appeared directly related to the priced lottery, while less obvious cross-context profiling produced less optimal privacy choices and lower payoffs.Evidence A · P1
  344. MWITA-ALGP-2026-007A representative Dutch factorial experiment found that use of private individual data, third-party sharing and higher personalized prices each worsened perceptions of personalized advertising and increased resistance.Evidence A · P1
  345. MWITA-ALGP-2026-008Laboratory experiments in Ireland and Chile found that personalized-pricing disclosures had limited effects on identification and comprehension and no confirmed significant effect on purchase behavior; respondents generally judged the practice unfair.Evidence A · P1
  346. MWITA-ALGP-2026-009A regulator case-study synthesis reports that incomplete-price designs increased booking completion time by 20% in an N=1,012 experiment, while a natural experiment found sponsored-ranking labels had no overall purchase effect but reduced purchases from sponsors 2.6% among inexperienced users.Evidence A · P1
  347. 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
  348. 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
  349. 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
  350. MWITA-AMPO-2026-002A RAG-LLM customer-service bot increased helpful feedback and modestly reduced human escalation, while a legacy flow bot remained better for simple operations.Evidence B · P1
  351. MWITA-AMPO-2026-006Human–AI collaboration improved creativity in a short ideation task, but did not outperform human–human collaboration and varied nonlinearly by baseline ability.Evidence A · P1
  352. 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
  353. MWITA-ICO-2026-006A prominent retouching label did not help adolescents detect image manipulation, while undisclosed retouching produced the largest brand-attitude penalty.Evidence A · P1
  354. MWITA-ICO-2026-011After a livestream product failure, proactive disclosure protected purchase intention better than apology, but adding an excuse reversed that advantage.Evidence B · P1
  355. 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
  356. 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
  357. 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
  358. MWITA-LPPO-2026-004Conversational data collection and reciprocal disclosure greatly increased verified personal-information sharing while also raising privacy concern.Evidence A · P1
  359. 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
  360. 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
  361. MWITA-LPPO-2026-007Personalized AI communication increased purchase probability while simultaneously activating helpfulness and intrusiveness pathways.Evidence A · P1
  362. 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
  363. 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
  364. 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
  365. 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
  366. 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
  367. 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
  368. 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
  369. MWITA-CCO-2026-008For embarrassing purchases, clearly identified non-anthropomorphic chatbots elicited more disclosure and interaction than humans, whereas anthropomorphism weakened the advantage.Evidence A · P1
  370. 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
  371. MWITA-CCO-2026-010AI chatbots generated higher satisfaction for functional product attributes, while human employees generated higher satisfaction for experiential attributes.Evidence A · P1
  372. MWITA-CCO-2026-011Customers evaluated chatbot service less favorably than human service after both positive and negative outcomes, with lower perceived empathy explaining the penalty.Evidence A · P1
  373. 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
  374. MWITA-PRO-2026-002Experiment-informed competitive price optimization materially increased both revenue and profit at a large US e-commerce retailer.Evidence A · P1
  375. 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
  376. 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
  377. MWITA-OXO-2026-012Employees reported that full self-checkout still required service comparable to staffed checkout, while semi-self-checkout, where customers only pay, appeared more effective at reducing checkout-worker stress.Evidence C · P1
  378. 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
  379. 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
  380. 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
  381. 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
  382. 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
  383. 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
  384. 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
  385. 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
  386. 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
  387. MWITA-IMO-2026-005A conversational LLM agent raised municipal-web task success for blind and low-vision users from 80.0% with their screen reader to 95.8%, a 15.8-point gain.Evidence A · P1
  388. 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
  389. 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
  390. 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
  391. 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
  392. 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
  393. 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
  394. 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
  395. 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
  396. 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
  397. 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
  398. 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
  399. 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
  400. 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
  401. 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
  402. 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
  403. 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
  404. 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