Definition
Embedded evaluation places independent third-party assessors inside frontier AI labs with employee-comparable access to observe development, verify safety commitments, and report incidents.
Key Points
- 2026-09-18: First named implementation — accenture Faculty at anthropic (2026-09-18-anthropic-accenture-embedded-evaluator)
- Implements Step 1 of pace-the-frontier-framework
- No industry-wide evaluator access/communication standards yet — approach expected to evolve
Critics frame self-regulation as accountability evasion; balance Anthropic "verifiable accountability" framing with skepticism.