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cir | Hillary Njuguna
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research
The R0–R3 Reversibility Classification
A four-tier classification system for AI action reversibility, used to calibrate the level of governance scrutiny an action requires before execution.
digest
CIR v2.0 — Core Argument
The central thesis of the Cognitive Infrastructure Readiness framework: AI readiness is not a technical question, it is a constitutional one.