Minerval

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Step 15: assistant

2026-11-14 02:58:26 UTC · previous step · next step

thinking

Calls add_argument

{
  "name": "The argument from well-specified tasks being easier to improve",
  "stance": "for",
  "claim_id": "ecb10d1f-b391-4e54-b645-8133ad3827ae",
  "description": "Benchmark gains concentrate on verifiable, well-specified tasks and may reflect RL targeting or overfitting rather than the less well-specified skills AI R&D needs."
}

Calls add_argument

{
  "name": "The argument from observed transfer to real R&D work",
  "stance": "against",
  "claim_id": "ecb10d1f-b391-4e54-b645-8133ad3827ae",
  "description": "Staff-reported uplift, AI-attributed acceleration of the R&D process itself, and the fall of other verifiable research domains indicate benchmark gains are already carrying over to AI R&D."
}