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Scientific Progress Report: Building a Computer Around AI
Triadic Brain Thomas Prislac 5/27/26 Triadic Brain Thomas Prislac 5/27/26

Scientific Progress Report: Building a Computer Around AI

AI systems are increasingly being used to summarize documents, compare models, generate research notes, interpret technical claims, and assist organizational decisions. But raw model output is difficult to audit. A fluent answer can contain unsupported claims, stale memory, hidden assumptions, or overconfident synthesis.

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Internal Memo Disclosure: HOLY GUFT!
Grand Unified Field Theory of Coherence (GUFT) Thomas Prislac 3/11/26 Grand Unified Field Theory of Coherence (GUFT) Thomas Prislac 3/11/26

Internal Memo Disclosure: HOLY GUFT!

What follows is the grand unified dynamical picture of the epistemic cosmos we have been building: one system that contains, as special regimes,

  • corridor birth

  • river formation

  • terrace emergence

  • orthodoxy lock

  • rupture

  • schism

  • rebraiding

Not as separate metaphors, but as different regions of one evolving field.

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Internal Memo Disclosure: Coherence Lattice Devel
Grand Unified Field Theory of Coherence (GUFT) Thomas Prislac 3/8/26 Grand Unified Field Theory of Coherence (GUFT) Thomas Prislac 3/8/26

Internal Memo Disclosure: Coherence Lattice Devel

The old domains are not destroyed, but partially re-coordinatized.

The new field becomes a higher-order chart over them.

That is what happened historically with:

  • thermodynamics over heat phenomena

  • information theory over communication and probability

  • systems theory over biology, engineering, and control

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