Programmer.ieTechnical library for the AI era
  • Home
  • Books
  • Solutions
  • Learn
  • Prompts
  • Articles
  • Search
  • About

LLM Reliability

  • When Models Make Things Up
  • Hallucination Is Not One Thing
  • Evidence, Truth, and Verifiability
  • Knowing When Not to Answer
  • Appendix: The Evidence Ledger
Programmer.ie

Technical library for the AI era.

Understand what is changing. Learn how it works. Use it.

© 2026 Ernan Hughes
  • Books
  • Learn
  • Solutions
  • Prompts
  • Articles
  • Search
  • About