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Simon Burton

Chair of Systems Safety

University of York

United Kingdom

Research Interests

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Articles (8)

Year:

2026

Year:

2026

Year:

2026

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Collaborators (4)

Philippa Ryan Conmy

Senior Research Fellow in Safety of Autonomy and AI

University of York

UNITED KINGDOM

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Victoria Hodge

University of York

UNITED KINGDOM

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Radu Calinescu

Professor of Computer Science

University of York

UNITED KINGDOM

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Ibrahim Habli

University of York

UNITED KINGDOM

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Simon Burton

Research Interests

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Articles (8)

Model-Centric Approaches to Assuring AI-Based Autonomy (Keynote)

Structural Causal World Models: Towards An Assurance Framework for Safety-Critical Systems and Safeguarded AI

Structural Causal World Models for Safety Assurance of AI-based Autonomy

INSYTE: A Classification Framework for Traditional to Agentic AI Systems

Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems

Can you trust your ML metrics? Using Subjective Logic to determine the true contribution of ML metrics for safety

A Deductive Approach to Safety Assurance: Formalising Safety Contracts with Subjective Logic

Uncertainty-Aware Evaluation of Quantitative ML Safety Requirements

Collaborators (4)

Philippa Ryan Conmy

Victoria Hodge

Radu Calinescu

Ibrahim Habli

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