Minerval

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Step 8: tool results

2026-11-14 04:53:38 UTC · previous step · next step

write_argument

Input
{
  "content": "Frontier labs' own 2026 reporting describes AI R&D automation as partial: Anthropic reports no measured part of its AI R&D as fully autonomous and says large gaps persist in its models' judgment when choosing goals in engineering and research, while OpenAI's internal figures show AI completing about half of 2 to 4 hour tasks and a third of 8 to 16 hour tasks without human intervention. Research judgment (which directions to pursue, which experiments matter, how to read results) operates over longer horizons than these tasks and is exactly where the labs report the largest gaps. So humans, who choose goals and oversee the remaining work, still supply most of that judgment.",
  "argument_id": "ddd09bc0-b27c-4435-a19f-969316f74eca"
}
{"success":true,"message":"Written form saved for argument \"The argument from lab reports of partial autonomy\"."}

place_argument_passage

Input
{
  "reading": "full",
  "argument_id": "ddd09bc0-b27c-4435-a19f-969316f74eca",
  "instance_id": "963e2b1e-ecc6-4085-92aa-b97ce6abd18c"
}
{"success":true,"instance_id":"963e2b1e-ecc6-4085-92aa-b97ce6abd18c","message":"Placed the passage on argument \"The argument from lab reports of partial autonomy\" as a advances instance."}

set_claim_importance

Input
{
  "claim_id": "d479cf4d-52b6-4260-a3dc-7a2e5a812d42",
  "reasoning": "A premise in live debates about recursive self-improvement timelines; few informed parties dispute the present-tense claim, though how fast it changes is contested.",
  "importance": 0.55,
  "contestation": 0.35
}
{"success":true,"message":"Importance of claim d479cf4d-52b6-4260-a3dc-7a2e5a812d42 set to 0.55. Contestation recorded as 0.35."}