Minerval
Agent run

steward run c755fe80

2026-11-14 06:38:12 UTC to 2026-11-14 06:40:15 UTC · ok · on claim 81696185 · 17 model calls, $0.91 · code at 950334d

Setup

Claude Opus 5.5 claude-opus-5-5 · up to 16384 tokens a turn

Steps

  1. prompt Setup: claude-opus-5-5, 81 tool(s). Opening: You have been triggered to steward a claim. Today's date: 2026-11-14 Trigger: structure_and_assess Claim ID: 81696185-3…
  2. assistant calls get_claim, get_claim_instances [tool_use]
  3. tool results get_claim, get_claim_instances returned: {"claim":{"id":"81696185-3711-415e-a7bd-812a5cd6013d","kind":"claim","canonical_form":"Linear probes on model activatio…
  4. assistant calls code_execution, web_search, code_execution, web_search, web_search, web_search, read_page [tool_use]
  5. tool results read_page returned: {"ok":true,"url":"https://www.alignmentforum.org/posts/pPEeMdgjpjHZWCDFw/white-box-control-at-uk-aisi-update-on-sandbag…
  6. assistant calls read_page [tool_use]
  7. tool results read_page returned: {"ok":true,"url":"https://www.alignmentforum.org/posts/pPEeMdgjpjHZWCDFw/white-box-control-at-uk-aisi-update-on-sandbag…
  8. assistant calls read_page [tool_use]
  9. tool results read_page returned: {"ok":true,"url":"https://arxiv.org/html/2512.07810","text":"Auditing Games for Sandbagging\nReport GitHub Issue\n×\nTi…
  10. assistant calls read_page [tool_use]
  11. tool results read_page returned: {"ok":true,"url":"https://arxiv.org/html/2512.07810","text":"s intended to reduce model performance. Although Oak sees …
  12. assistant calls read_page [tool_use]
  13. tool results read_page returned: {"ok":true,"url":"https://arxiv.org/html/2512.07810","text":"ere consistently lower than Llama-3.1-8B-Instruct, even on…
  14. assistant calls read_page [tool_use]
  15. tool results read_page returned: {"ok":true,"url":"https://arxiv.org/html/2611.14950","text":"Stress-Testing Sandbagging Detection Under Adaptive Attack…
  16. assistant calls read_page [tool_use]
  17. tool results read_page returned: {"ok":true,"url":"https://arxiv.org/html/2611.14950","text":" inactive in (a) and active in (b). (c) P1 (on MMLU) and P…
  18. assistant calls record_claim_instance, record_claim_instance, record_claim_instance [tool_use]
  19. tool results record_claim_instance, record_claim_instance, record_claim_instance returned: {"source_kind":"blog_post","success":true,"instance_id":"d23e722f-c394-4358-b5e0-75bd60c7b86d","source_id":"b648b59a-fc…
  20. assistant "Now arguments."; calls add_argument, add_argument [tool_use]
  21. tool results add_argument, add_argument returned: {"success":true,"message":"Created argument \"The argument from prompted-sandbagging probe results\" (for) on claim 816…
  22. assistant calls write_argument, write_argument [tool_use]
  23. tool results write_argument, write_argument returned: {"success":true,"message":"Written form saved for argument \"The argument from prompted-sandbagging probe results\"."}
  24. assistant calls update_claim_assessment [tool_use]
  25. tool results update_claim_assessment returned: {"success":true,"message":"Assessment updated for claim 81696185-3711-415e-a7bd-812a5cd6013d: doubtful (0.75) 2 named a…
  26. assistant calls evaluate_argument, evaluate_argument, set_claim_importance [tool_use]
  27. tool results evaluate_argument, evaluate_argument, set_claim_importance returned: {"success":true,"message":"Evaluation recorded for argument \"The argument from prompted-sandbagging probe results\": s…
  28. assistant calls log_stewardship_decision, answer_messages [tool_use]
  29. tool results log_stewardship_decision, answer_messages returned: {"success":true,"message":"Stewardship decision logged for claim 81696185-3711-415e-a7bd-812a5cd6013d: structured_and_a…
  30. assistant "I've rated the claim **doubtful**: 15% probability it is true, 0.75 confidence that "doubtful" is the right status. Probes work well when they compare a model …" [end_turn]