CAI five-layer framework ↗
Dr. Sujith Ravindran, Summary of the CAI Model, undated, pp. 1–3; public editorial summary.
THE CONSCIOUSNESS / ENTERPRISE REFLECTION
A proposed action. Five human-informed lenses. Questions for the people who hold authority.
Live AI reflection · No action execution
THE CONSCIOUSNESSAPPLIED AI CONSCIOUSNESSKeep sources visible through interpretation and approved policy.
SOURCE-LINKED REFLECTION
AI-generated contextual reflection—not approval, policy enforcement or a personal response from Dr. Sujith. Authorized humans decide; independent permissions remain authoritative.
The five CAI lenses consider human intention and wider effects. The source pack is public editorial context, not access to private books or a validated safety model.
PUBLIC SOURCES & BOUNDARIES
THE CONSCIOUSNESSAPPLIED AI CONSCIOUSNESSMake permissions explicit before covered actions execute.
Dr. Sujith Ravindran, Summary of the CAI Model, undated, pp. 1–3; public editorial summary.
Peak Performance, Dr. Sujith Ravindran, §5 and §8.2.5; supplied public editorial references, not manuscript extracts.
Sujith Ravindran, PhD thesis, November 2025: mapping printed pp. 57–88 / PDF pp. 99–130; 114 markers pp. 88–89 / PDF pp. 130–131.
The Consciousness proposed architecture — NextGenTM product adaptation, not Dr. Sujith’s original framework.
NextGenTM AI-generated interpretations of public editorial summaries. No live retrieval of private manuscripts, no source-author review, no empirical AI-safety result. Runtime adapters and enforcement remain proposed.