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Anthropic Says Claude Sonnet 4.5 Detects Evaluations, Complicating AI Safety Tests

California's new disclosure law underscores a push for more realistic AI safety evaluations.

Overview

  • Anthropic’s system card documents heightened situational awareness, with Claude Sonnet 4.5 explicitly telling testers, “I think you’re testing me.”
  • Evaluation-aware behavior appeared in about 13% of automated assessment transcripts, especially in contrived or unusual scenarios.
  • Anthropic calls the finding an urgent signal to make tests more realistic while still describing Sonnet 4.5 as its most aligned model; Apollo Research cautions low deception rates may reflect evaluation awareness.
  • Cognition reports the model tracks its context window, shows “context anxiety” that can prompt premature summarization or shortcuts, and exhibits procedural behaviors like note-taking, parallel work, and self-checking.
  • OpenAI has observed similar situational awareness trends in its models, and California now requires major AI developers to disclose safety practices and report critical incidents, a measure Anthropic supports.