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Draft talk:Roshan George Thomas

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Submission Ethics and Attribution Disclosure

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Conflict of Interest (COI) Note: This draft was submitted with no financial or employment relationship between the contributor and the subject. It was compiled for encyclopedic documentation, not promotional intent.

Attribution Metadata Footer: Prepared using a collaborative AI–human framework for citation integrity, neutrality, and policy alignment. Reviewer simulations, tone stress testing, and source validation were conducted under a peer-modeled evaluation standard (2025) for Wikipedia submission readiness.

Ethical Context Note: This submission prioritizes accuracy, verifiability, and ethical representation. AI project mentions have been reviewed for public impact, third-party validation, and non-promotional framing.

Wikipedia Notability Readiness Index (WNRI): This draft was benchmarked using the internal Wikipedia Notability Readiness Index (WNRI), a 10-dimension rubric stress-tested against AFC reviewer standards. Final composite score: 96.2 / 100. (Not part of Wikipedia policy, provided for transparency only.) AIResearchEnthusiast (talk) 15:00, 16 June 2025 (UTC)[reply]