LLM Learning Path
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A one-page acceptance checklist

Observable checks to tighten LLM outputs (harness basics).

Task

Pick a high-stakes scenario (customer email, pricing note, etc.—use fake company names). Write 8–12 acceptance checks for human or model self-review.

Requirements

  • Each item must be observable (yes/no), not vibes like “sound professional.”
  • At least 2 items target hallucination risk (unverified numbers, fake links).
  • At least 1 item targets format (subject line, JSON, markdown headings).

Tip

Append to prompts: “Run the checklist mentally before the final answer.”

Further reading