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Public and Expert Discourse

Public opinion data, expert commentary, and civil society positions on the AI knowledge divide. One item per source.

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Chinese schools face implementation challenges as AI education becomes mandatory — principals report capacity gaps and teacher skill shortages

China · Mar 18, 2026 · Published

educationliteracypolicy-gap

G20 AI for Africa initiative highlights skills and capacity gaps across developing countries

G20 · Mar 18, 2026 · Published

educationcapacity-buildingequitypolicy-gap

Indonesian researchers document steep rural-urban digital divide and AI literacy gap widening as schools introduce AI curriculum

Indonesia · Mar 18, 2026 · Published

educationequityliteracypolicy-gap

Academic Research — AI Adoption and Socioeconomic Inequality

International · Mar 17, 2026 · Published

inequalityknowledge-divideeducationsocioeconomic

Congressman Gottheimer — Bipartisan AI Workforce Training Act

United States · Mar 17, 2026 · Published

policyworkplace-trainingemployer-incentivesfederal-response

Harvard Business School — AI Training, Job Anxiety, and Satisfaction Decline

United States · Mar 17, 2026 · Published

workplaceworker-readinesstraining-effectivenessanxiety

IDC Report — $5.5 Trillion AI Skills Gap and Workforce Readiness Crisis

International · Mar 17, 2026 · Published

workforceskills-gapeconomic-impactliteracy

OECD and European Commission — AI Literacy Framework for Schools and PISA 2029 Assessment

International · Mar 17, 2026 · Published

educationpolicyliteracy-frameworkinternational

Pew Research Center — Demographic Divides in How Teens Use and View AI

United States · Mar 17, 2026 · Published

educationknowledge-dividesocioeconomicteen-literacy

Pew Research Center — The Public-Expert AI Views Gap

United States · Mar 17, 2026 · Published

knowledge-dividepublic-perceptionexpertise-gap

University of Oxford — Pentagon-Anthropic Dispute Exposes Structural AI Governance Failures

International · Mar 6, 2026 · Published

enforcementethics

World Economic Forum — Eight Myths Sabotaging Modern AI Governance

International · Feb 1, 2026 · Published

enforcementethicsworkplace

SHRM and Labour Advocates — Algorithmic Management and AI Workplace Surveillance as Top 2026 Issue

United States · Jan 1, 2026 · Published

workplaceethicsenforcement

Trump Administration — Federal Push to Preempt State AI Laws Draws Bipartisan Opposition

United States · Dec 11, 2025 · Active

enforcementethics

Alliance for AI & Humanity — "Beautiful Principles, Messy Implementation" (2025 Year-End Report)

International · Dec 1, 2025 · Published

ethicsenforcement

UNESCO — AI Literacy Training for Civil Servants Across 70+ Countries

International · Oct 1, 2025 · Active

educationworkplaceethicsliteracy

The Future Society — 44 Civil Society Organisations Demand Legally Binding AI Rules

International · Jun 1, 2025 · Published

enforcementethicseducation

Stanford AI Index 2025 — AI-Related Data Privacy Risks Increase 56% Year-on-Year

International · Jun 1, 2025 · Published

enforcementethics

UNICEF and USTPC — AI Risks to Children Require Literacy as a Protective Measure

International / United States · Jun 1, 2025 · Published

educationethicsliteracy

Mexico: No Binding AI Regulation After 60 Legislative Proposals

Mexico · May 1, 2025 · Published

policy-gapliteracyeducation

AI Use in Yemeni Higher Education Despite Conflict and Infrastructure Gaps

Yemen · May 1, 2025 · Published

literacypolicy-gapeducation

Gallup-Bentley and Pew Research — Public Distrust of AI Reaches 77%

United States · Apr 3, 2025 · Published

ethicsenforcement