Run step

Step 10: tool results

2026-11-14 02:36:26 UTC · previous step · next step

record_claim_instance

Input

{
  "url": "https://arxiv.org/abs/2610.06824",
  "title": "TasteVal: Measuring the Experimental Research Taste of AI Systems Against Human Experts",
  "stance": "affirms",
  "context": "Benchmark of 8 unreleased AI R&D tasks where the evaluated model acts as Researcher choosing experiments while a fixed Coder implements them; 20 models from 2023-2026 compared with 24 human experts.",
  "speaker": "Oliver Jaffe, Dane Sherburn",
  "claim_id": "f5a654f9-9ef3-4144-9869-6bff1c6d9631",
  "confidence": 0.85,
  "source_date": "2026-10-06",
  "source_kind": "preprint",
  "verbatim_text": "On TasteVal, the compute multiplier of frontier models has doubled approximately every 3.0 months since December 2025 (95% CI 1.7-5.0), up from every 14 months between 2023 and December 2025."
}

{"source_kind":"preprint","success":true,"instance_id":"09dbe7ef-1de2-4986-af25-2041de5cffa4","source_id":"8d762feb-a42f-42d7-997a-99eb5a13a838","message":"Recorded a affirms instance of claim f5a654f9-9ef3-4144-9869-6bff1c6d9631 from https://arxiv.org/abs/2610.06824. It now counts among the claim's source instances; weigh its stance in your assessment like any other."}

add_argument

Input

{
  "name": "The argument from rising scores on next-step and experiment-choice evaluations",
  "stance": "for",
  "claim_id": "f5a654f9-9ef3-4144-9869-6bff1c6d9631",
  "description": "Successive model generations score higher on evaluations that isolate the choice of what to do next in AI research."
}

{"success":true,"message":"Created argument \"The argument from rising scores on next-step and experiment-choice evaluations\" (for) on claim f5a654f9-9ef3-4144-9869-6bff1c6d9631. Attach its subclaim edges, then give it a written form with write_argument, and evaluate it with evaluate_argument when you record the claim's assessment.","argument_id":"3215a9b0-c9a2-4226-b7ad-691138a3293c"}