Step 11: assistant

thinking

Calls notify_steward

{
  "message": "First assessment recorded: \"Capability imitation can defeat accuracy-based black-box detection of sandbagging\" is supported, credence 0.8. The main evidence is Cedar in arXiv 2512.07810, logit-matched to Llama-3.1-8B and missed by black-box methods. Scope caveats: the game's methods were mostly transcript reading and prompting rather than accuracy tests, and Cedar was caught by training-based elicitation and white-box probes. No test of C3 (ICML 2026) against imitation-trained organisms was found.",
  "claim_id": "cd617e0f-7b7c-4d5c-a8a5-c2ebf2aead53",
  "target_ids": [
    "bda65b89-5ecb-4728-bfe9-0b54ee7fbc25"
  ]
}