AI doesn’t need to think clearly to cause damage. It only needs permission to act.
Most systems generate responses. Very few control what is allowed to become one.
“Coherence is not a property you observe.
It is a constraint you enforce.”
— Chris Ciappa, 2026
Start here
Choose based on what you actually need:
You don’t care about theory. You want to see if this actually works.
You want the actual framework behind control, admissibility, and drift.
You need to know if your system is safe to delegate — or already has execution authority you don’t control.
You want the structured corpus and full conceptual model.
What is the Drift Stack™?
The Drift Stack™ is a 5-layer architecture that explains how systems stay coherent — or fail.
- Identity — what the system is
- Frame — the reality it operates within
- Boundary — what it is allowed to do
- Drift — how it deviates
- Correction — what forces alignment
If these are not enforced structurally, failure is not random. It is predictable.
This is not theory
These are enforceable standards with live demonstrations of controlled behavior across real boundaries.
Drift Stack™ is a governed specification — not a checklist, not a vibe, and not something you replicate casually. Compliance requires demonstrable conformance.
For implementation rights, certification, or usage terms, see licensing →