FAIR Labs · Research

Research summaries

Every FAIR Labs report, summarised on one page with its key findings, how to cite it, and a link to the full PDF.

Frontier Series

The Backlash Against Data CentersSeptember 4, 2026 · Special Report · FL-2026-SR2 · PDFThe Open FrontierJuly 20, 2026 · Special Report · FL-2026-SR1 · PDFThe Safety HorizonJuly 1, 2026 · Frontier Series · FL-2026-01 · PDFThe Abundance DividendJuly 8, 2026 · Frontier Series · FL-2026-02 · PDFAtlas of AI RiskJuly 15, 2026 · Frontier Series · FL-2026-03 · PDFGoverning the FrontierJuly 22, 2026 · Frontier Series · FL-2026-04 · PDFThe Alignment AgendaJuly 29, 2026 · Frontier Series · FL-2026-05 · PDFWhen Systems Can't FailAugust 5, 2026 · Frontier Series · FL-2026-06 · PDFThe Compute CompactAugust 12, 2026 · Frontier Series · FL-2026-07 · PDFWork in the Age of CognitionAugust 19, 2026 · Frontier Series · FL-2026-08 · PDFThe Trust InfrastructureAugust 26, 2026 · Frontier Series · FL-2026-09 · PDFThe Director's DilemmaSeptember 2, 2026 · Frontier Series · FL-2026-10 · PDF

AI Safety

AI Safety Framework for Public Institutions2026 · Policy Report · PDFEvaluating Frontier Models: A Practical Guide2026 · Technical Analysis · PDF

Child Safety

Children in the Age of Generative AI2026 · Research Report · PDFAI Companions and the Developing Mind2026 · Research Brief · PDF

Fairness & Bias

Auditing Algorithmic Bias in Practice2026 · Toolkit · PDFAI Transparency Standards2025 · Standards Document · PDF

AI Policy

AI Policy Recommendations for Congress2025 · Congressional Briefing · PDFEthical AI Development Guidelines2025 · Guidelines · PDF

AI & Health

Mixed Reality in Medical Training: Evidence Review2025 · Research Report · PDFResponsible AI in Telehealth2025 · Policy Brief · PDF

Embodied AI

Embodied Intelligence: Safety Beyond the Screen2025 · Research Report · PDFVirtual Humans and the Ethics of Presence2025 · Research Brief · PDF