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Basil C. Puglisi

Digital Strategy, Content, and AI Since 2009

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RECCLIN

CORE: Content Optimization Reader Evaluation, and How to Score an Article Before Anyone Reads It

September 12, 2026 by Basil Puglisi 1 Comment

HAIA-CORE run flow: sources in, score, escalation gate, edit ledger, human checkpoint, tag out.

Most content review checks the wrapper. Content Optimization Reader Evaluation checks the argument, the evidence, and whether anyone directed the prose.

A rubric that scores an article on substance is only useful if it stops when something is wrong. CORE scores six pillars, holds the run when a pillar fails or a source does not support its claim, and hands the decision to a person. The full prompt is included.

Filed Under: AI Artificial Intelligence, AI Thought Leadership, Business, Code & Technical Builds, Content Marketing, Design, HAIA-CORE Featured, Workflow, Working Papers Tagged With: AI disclosure, AI Governance, CAIPR, content evaluation, Content Optimization Reader Evaluation, content strategy, editorial rubric, Factics, HAIA ecosystem, HAIA-CORE, human oversight, RECCLIN, source custody

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, AI Thought Leadership, Checkpoint-Based Governance, Code & Technical Builds, Content Marketing, Data & CRM, 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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HAIA-RECCLIN Reasoning and Dispatch Third Edition free white paper promotional image with 3D book mockup and download button, March 2026, basilpuglisi.com

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Legacy Blogs

Cross AI Platform Review beyond the RECCLIN Dispatch

Why GOPEL Now Has Post-Quantum Cryptography and Confidential Processing

What 34 Reports Actually Told Us About AI: The Truth Behind the Hype, the Proof, and the Path Forward

The Loop That Ate the Governor

The U.S. Government Will Need to Seize AI Platforms and Data Centers if We Do Not Act

When AI Acts Between Approvals: The Gap Everyone Sees and No One Has Closed

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© 2009–2026 Basil C. Puglisi, Creator of Factics™ and the HAIA Ecosystem