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Defining Operational Conditions for Safety-Critical AI-Based Systems from Data

A kernel-based method defines operational design domains a posteriori from data, yielding deterministic, bounded, unit-invariant representations that support certifying safety-critical AI systems.

Johann M Christensen, Elena Hoemann, Frank Köster, Sven Hallerbach

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 1/5