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Step 8: tool results

2026-11-14 02:35:46 UTC · previous step · next step

write_argument

Input

{
  "content": "Paradigm-shifting ideas in AI, such as the Transformer, arrive years apart. Between them, most progress comes from an iterative loop of scaling a system up, observing what breaks, fixing it and retrying. That loop consists of engineering and experimentation that current AI systems can carry out, and its speed is set by how many experiments can be run and how fast results return, which depends on compute and tooling. So much of frontier progress is automatable experimentation whose pace depends on tools and resources.",
  "argument_id": "35f2499b-3667-4887-b749-599a73b39b98"
}

{"success":true,"message":"Written form saved for argument \"The argument from incremental, experiment-driven progress\"."}

place_argument_passage

Input

{
  "stance": "advances",
  "reading": "premise_unstated",
  "argument_id": "35f2499b-3667-4887-b749-599a73b39b98",
  "instance_id": "dc2cb618-03c5-4483-8c38-b194423ce254"
}

{"success":true,"instance_id":"dc2cb618-03c5-4483-8c38-b194423ce254","message":"Placed the passage on argument \"The argument from incremental, experiment-driven progress\" as a advances instance."}