Tag:retrieval
All the articles with the tag "retrieval".
One Prompt, Thirty-Two Calls, or Seven
Batching an LLM checklist coarsens the calls and forces the retrieval finer, in the same design. A seeded simulation of three call shapes, the pigeonhole that decides what a grouped call can even see, and the omission that used to come back as a severe finding.
Insurance AI Needs Evidence Graphs, Not Just Fraud Scores
A synthetic insurance claim shows how hashes, typed facts, contradictions, abstention, and human review make AI recommendations auditable.
From PDFs to Citable Verdicts: Engineering an Evidence-Grounded Qualiopi Pre-Audit
A practical design for separating relevance from proof, preserving document lineage, abstaining safely, and evaluating a citable Qualiopi pre-audit.