ATLAS

ATLAS is an AI governance framework developed by the Partnership on AI that provides organizations with a structured approach to assessing and managing AI risks across their operations. It offers practical guidance on responsible AI development, deployment, and monitoring, helping enterprises implement governance controls aligned with emerging regulatory requirements. For compliance teams, ATLAS serves as a reference model for establishing accountability mechanisms, documentation practices, and cross-functional AI oversight processes.

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ResearchGlobal2026-07-23

Google's ATLAS Study Puts Empirical Numbers on Workforce AI Adoption, Creating New Obligations for Impact Assessments and Transparency Disclosures

Google has published the ATLAS study, a large-scale analysis of 15 million de-identified AI interactions drawn from Gemini App, AI Mode, and the Gemini API. The study finds that while AI touches 68% of occupations, it covers only about 21% of tasks within a typical job, and fewer than 10% of interactions fully automate a task. The findings provide the first major empirical baseline for workforce impact assessments required under an expanding set of AI governance frameworks.

Google Gemini ATLAS workforce impact AI adoption impact assessment transparency risk classification