Small specialist model for English → formal logic pipeline - autoformalization approach
This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.
Sharing this pattern because I think it's underexplored. Instead of sending a contract clause, compliance rule, or logical constraint to a big model and hoping its reasoning holds, you use a small specialist model that ONLY translates the English into formal logic. Then hand the formal logic to an…
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- 2026-09-02 04:21 · r/deeplearning
Small specialist model for English → formal logic pipeline - autoformalization approach