Carlo Iacono

Charles Sturt University

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Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)

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Jul 27, 2026

Charles Sturt UniversityJul 27, 2026

The Half-Lives of Generative-AI Evidence: A 40-Record Audit, a Claim-Currency Framework, and a Reflexive Case of Frontier-Model-Assisted Research

Generative AI evaluations can become outdated before they even reach publication, with model age impacting the credibility of claims more than previously understood.

Carlo Iacono

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory

Carlo Iacono

Research focus

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Carlo Iacono

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Papers (1)