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Basil C. Puglisi

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HAIA-SCOPE

Fault-Based Publication Ethics: The Case for Source Custody in an Era of AI Citation Contamination

June 3, 2026 by Basil Puglisi Leave a Comment

Flowchart showing how a citation enters a manuscript, propagates through downstream papers, and contaminates the record.

Fabricated citations in biomedicine increased tenfold in three years, and 98.4% of flagged papers remain uncorrected. The automated enforcement wave is arriving, but it carries false-positive rates that hit honest authors hardest. This working paper proposes a five-level fault ladder and a Source Provenance Ledger that makes verification effort visible, producible on challenge, and driven by market adoption rather than mandates.

Filed Under: AI Artificial Intelligence, AI Governance, Conferences & Education, Multi-AI Governance, Policy & Research, PR & Writing, Publishing, Thought Leadership, Working Papers Tagged With: AI Governance, citation contamination, fabricated citations, fault-based publication ethics, HAIA-SCOPE, hallucinated citations, publication integrity, reference rot, Source Provenance Ledger, SSRN

SCOPE: SOURCE CUSTODY OBSERVABLE PUBLICATION EVIDENCE

June 2, 2026 by Basil Puglisi 4 Comments

a vertical flowchart showing the three SCOPE tiers with their fields, time estimates, and evidentiary strength ratings. This visualizes the core implementation decision the reader faces.

Your citations are only as strong as the record behind them. HAIA-SCOPE is a three-tier documentation protocol that records what you verified, when you verified it, and where the preserved copy lives. The record stays private until you need it. When automated enforcement flags your work or a reviewer challenges a citation, only the author who maintained a SCOPE record can produce one.

Filed Under: AI Artificial Intelligence, AI Governance, Multi-AI Governance, Policy & Research, PR & Writing, Publishing, SOURCE CUSTODY OBSERVABLE PUBLICATION EVIDENCE, Thought Leadership, Working Papers Tagged With: AI Governance, citation verification, evidentiary record, fault-based publication ethics, HAIA-CARCS, HAIA-SCOPE, publication integrity, reference rot, source custody, Source Provenance Ledger

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