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Dan Ristea

University College London

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Vasilios Mavroudis (1)

Papers (1)

May 25, 2026

May 25, 2026·also KCL

Referential Security as a New Paradigm for AI Evaluations

Stop chasing moving targets: verifiable model identity, not just safety claims, is the key to robust AI evaluation.

Dan Ristea, Vasilios Mavroudis

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness