Programmer.ieTechnical library for the AI era
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AI Reliability

  • Containment Is Not Truth
  • Beyond Hallucination: Consistency and Sensitivity
  • The Safe but Useless Model
  • Evidence and Verification
  • Building the Complete Agent
  • From Measurements to Policy
  • Verification, Repair, and Rejection
  • The Memory Contamination Problem
  • Building Systems That Distrust Their Models
  • 🎂 CAKE: Cognitive Amplification Knowledge Engine
Programmer.ie

Technical library for the AI era.

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

© 2026 Ernan Hughes
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