LLM + Verify — Deterministic Layer Flow
by: Steve MerrillPublished on: NaN/NaN/NaNA simple flow that turns raw LLM output into shippable work: draft, rule checks, source check, preview, human gate.
Ops Anti-Hallucination Checklist + Mistake Log
by: Steve MerrillPublished on: NaN/NaN/NaNA printable checklist for business ops tasks that reduces wrong-but-confident AI output, plus a simple mistake-log template.
LLM + Verify — Deterministic Layer Flow
by: Steve MerrillPublished on: NaN/NaN/NaNA simple flow that turns raw LLM output into shippable work: draft, rule checks, source check, preview, human gate.
Ops Anti-Hallucination Checklist + Mistake Log
by: Steve MerrillPublished on: NaN/NaN/NaNA printable checklist for business ops tasks that reduces wrong-but-confident AI output, plus a simple mistake-log template.