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2 notes in this collection.

01Aug 30, 2026

When Does a Latent World Model Actually Help? Six Regimes

A world model is usually drawn as observation → encoder → latent → transition. I tested whether the latent earns its place across six regimes of dynamics I did not hand-author. It almost never does — and each regime says what carries the load instead.

  • AI
  • Research
  • Technology
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02Aug 29, 2026

Every Dead End Named the Next Step: An I Ching World Model

A research prototype that encodes the I Ching as a differentiable system. It never solved a real problem, but each failure named the next step, and one methodological result survived.

  • AI
  • Research
  • Technology
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© 2026 xixi. Written from somewhere between here and there.

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