Publications & Books

Ideas that started as Excel projects and AI experiments — extended into long-form writing.

Beyond Prediction: How AI Thinks — and Fails to Think book cover

Beyond Prediction: How AI Thinks — and Fails to Think

New

A clear, practical guide to what modern AI systems actually do — and what they don’t. Written for leaders, analysts, and operators who need more than buzzwords to make decisions about AI in real organizations.

  • Explains why LLMs are powerful prediction engines — not magic oracles.
  • Distinguishes probabilistic “fluency” from deterministic computation.
  • Introduces concepts like context windows, working memory, and “smart tokens.”
  • Shows how to design workflows that keep a human firmly in the loop.

By Pargev Ayvazyan, with AI collaboration.

Coming Soon

Early concepts — subject to change.

Expected: TBA

Expected: TBA

Expected: TBA