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Basil C. Puglisi

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content strategy

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

September 12, 2026 by Basil Puglisi 5 Comments

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, Business, Code & Technical Builds, Content Marketing, Design, HAIA-CORE Featured, Multi-AI Governance, 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

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