Programmer.ieTechnical library for the AI era
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Symbolic Learning

  • Epistemic Engines: Building Reflective Minds with Belief Cartridges and In-Context Learning
  • Compiling Thought: Building a Prompt Compiler for Self-Improving AI
  • Thoughts of Algorithms
  • Learning to Learn: A LATS-Based Framework for Self-Aware AI Pipelines
  • Programming Intelligence: Using Symbolic Rules to Steer and Evolve AI
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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