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3 deep dives tagged AI — real systems, real numbers, no hand-waving.

What Is Jev? TypeSafe AI's System One Model, and Why It Refuses to Talk

September 20, 2026 · 15 min read

Jev is TypeSafe AI's System One model: a non-autoregressive transformer that returns typed, calibrated decisions instead of text. How it differs from LLMs.

  • ai
  • llms
  • machine-learning

The State of AI: A Field Report From Someone Who Actually Ships This Stuff

July 10, 2026 · 11 min read

A working engineer's mid-2026 field report on AI: what changed, what plateaued, where production reality is messy, and where the real work moved.

  • ai
  • llms
  • machine-learning

Quantum Computers Have a Dirty Secret

December 29, 2025 · 7 min read

Five fundamental limitations of quantum computing that explain why your laptop still beats quantum computers for most real-world tasks.

  • quantum-computing
  • ai
  • hardware

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Shawn Ng

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