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Ernest Lim

Ufonia Limited

104 Gloucester Green, Oxford, England,

Oxford, Oxford OX1 2BU

United Kingdom

University of York

Heslington

University of York

York, YO10 5DD

United Kingdom

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INSYTE: A Classification Framework for Traditional to Agentic AI Systems

Number of pages: 39 Posted: 23 Jul 2025 Last Revised: 23 Sep 2025
Zoe Porter, Radu Calinescu, Ernest Lim, Victoria Hodge, Philippa Ryan, Simon Burton, Ibrahim Habli, Tom Lawton, John McDermid, John Molloy, Helen Monkhouse, Phillip Morgan, Paul Noordhof, Colin Paterson, Isobel Standen and Jie Zou
University of York, University of York, Ufonia Limited, University of York, University of York, University of York, University of York, NHS Foundation Trust - Bradford Teaching Hospitals NHS Foundation Trust, University of York, University of York, HORIBA MIRA, University of York - York Law School, University of York, University of York, University of York - Department of Philosophy and University of York
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AI system, Autonomous system, Agentic AI, Classification framework, Taxonomy