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Katharina Deckenbach

Max Planck Institute for Intelligent Systems, ELLIS Institute Tübingen, Tübingen AI Center

Papers on Lattice

1

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0

Topics

3

Research focus

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

Papers (1)

May 27, 2026

Max PlanckMay 27, 2026·also ELLIS, Tübingen AI Center

Models That Know How Evaluations Are Designed Score Safer

Safety benchmarks may be measuring a model's knowledge of how evaluations are designed, not genuine safety.

Katharina Deckenbach

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