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Compiling Expert Procedures into Verified Programs: When a Small Model Is Enough

This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2610.19148v1 Announce Type: new Abstract: In procedural tool-use domains, how much of the gap between base models is procedure rather than capability? We build an explicit program from a teacher's traces and run it in front of unchanged small models, including an 8B model. The construction, P…

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  1. 2026-10-15 04:00 · arXiv cs.AI
    Compiling Expert Procedures into Verified Programs: When a Small Model Is Enough

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