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The Drift Stack™ — Architecture v2.0

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Chris Ciappa's avatar
Chris Ciappa
Dec 11, 2025
∙ Paid

For months I’ve been publishing pieces of the Drift Stack™ — the underlying model behind identity drift, institutional collapse, AI hallucination, polarization, and the growing instability across every layer of modern life.

Today I’m releasing the full technical architecture, publicly and permanently.
DOWNLOAD the .pdf file below.

This is the formal framework:

  • how systems drift,

  • how they collapse,

  • and how they restore coherence.

It applies equally to:

  • human cognition

  • AI agents

  • organizations

  • governments

  • economies

  • information ecosystems

  • physical systems under stress

Different domains — same failure mode.
Different substrates — same coherence law.

The PDF below is the complete v2.0 architecture:
A Universal Coherence Failure Model — The Drift Stack™.

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