AI article

Spatial Memory vs Correction Memory: I Benchmarked Both Against a Plain LLM

Community description: Earlier this year I wrote about two small open-source libraries for document extraction. The first,...

Dev.to | Nov 5, 2026 | Avneet bansal

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Plain LLM extraction on every field of every document. The correction arm knows two error patterns. A combined arm, spatial memory first and correction memory on whatever still reaches the model.

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