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Basil C. Puglisi

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AI Framework 2026

Checkpoint-Based Governance (CBG): A Constitutional Framework for Human-AI Collaboration

March 10, 2026 by Basil Puglisi 3 Comments

Checkpoint-Based Governance CBG v5.0 constitutional framework infographic showing four constitutional properties, the decision loop, HAIA stack position, and Asimov harm boundary. Intellectual property of Basil C. Puglisi, MPA.

Human oversight is the phrase everyone uses, and almost nobody defines what it requires. Checkpoint-Based Governance sets four conditions that separate a human who reviewed from a human who decided, and it puts that difference in the record. Read what a checkpoint has to do to count.

Filed Under: AI Artificial Intelligence, AI Governance, Checkpoint-Based Governance, Code & Technical Builds, Content Marketing, Data & CRM, Multi-AI Governance, Policy & Research, Thought Leadership, White Papers, Workflow Tagged With: AI accountability, AI Framework 2026, AI Governance, AI oversight, AI Policy, AIS, Asimov, Basil Puglisi, CAIPR, CBG, Checkpoint-Based Governance, Constitutional AI, GOPEL, HAIA, HEQ, Human In the Loop, Human-AI Collaboration, multi-AI governance, RECCLIN, Responsible AI

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