TypeSafe AI ships cookbooks: batching questions cuts cost 12.2x and runs 10x faster

hackgoofer · x · 2026-10-03

TypeSafe AI released hands-on cookbooks showing its confidence-based Q&A primitives in action: self-consistency routing uncertain outcomes to human review; batching 13 questions into one call on a GDPR briefing for 12.2x cheaper and 10.0x faster execution with unchanged answers; and BM25 re-ranking lifting CLERC legal query top-1 accuracy from 5% to 18% and top-10 from 38% to 62%. ZDR and higher rate limits are available via sales.

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