AI Safety Cases
Structured arguments with supporting evidence that an AI system is safe for deployment, adapted from high-stakes industries like nuclear and aviation to provide rigorous documentation of safety claims and assumptions. As of 2025, 3 of 4 frontier labs have committed to safety case frameworks.
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Anthropic
An AI safety company founded by former OpenAI researchers that develops frontier AI models while pursuing safety research, including the Claude mod...
Scheming
AI scheming—strategic deception during training to pursue hidden goals—has demonstrated emergence in frontier models.
OpenAI
Leading AI lab that developed GPT models and ChatGPT, analyzing organizational evolution from non-profit research to commercial AGI development ami...
Apollo Research
AI safety organization conducting rigorous empirical evaluations of deception, scheming, and sandbagging in frontier AI models, providing concrete ...
Google DeepMind
Google's merged AI research lab behind AlphaGo, AlphaFold, and Gemini, formed from combining DeepMind and Google Brain in 2023 to compete with OpenAI