Anthropic announced that Accenture, through its acquired AI division Faculty, will embed evaluators inside the company to assess models, conduct red-teaming, and test safeguards, with both companies investing at least $1 billion over five years. The move surprised industry observers who expected AI safety organizations like METR to fill this role, though Anthropic plans to announce additional evaluators and pilot programs with nonprofits. Anthropic frames embedded evaluation as enhancing accountability, while critics argue it represents industry self-policing that may evade external oversight.