AI article
Cut LLM Document-Extraction Cost by 85% Without Losing Accuracy
Community description: Most production LLM extraction pipelines route every field through a frontier model, every time. It...
Dev.to | Oct 7, 2026 | Avneet bansal
Automated excerpt
Most production LLM extraction pipelines route every field through a frontier model, every time. Skip fields a document type cannot contain (adaptive selection). Distillation saves 75 percent, adaptive selection 35 percent, caching 30 percent, so the total must be 140 percent.
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