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Martin Trapp

KTH Royal Institute of Technology

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Scholarly Papers (1)

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Position: Agentic AI Systems should be making Bayes-Consistent Decisions

ESSEC Business School Research Paper Forthcoming
Number of pages: 18 Posted: 29 Jan 2026 Last Revised: 20 Apr 2026
PolyShape, ESSEC Business School, Independent, VinUniversity, Imperial College London, King Abdullah University of Science and Technology (KAUST), Mayo Clinic, University of Technology Nuremberg, National Technical University of Athens, Ludwig-Maximilians-Universität München, Chan Zuckerberg Initiative, RIKEN, the Institute of Physical and Chemical Research, Mohamed bin Zayed University of Artificial Intelligence, Mohamed bin Zayed University of Artificial Intelligence, affiliation not provided to SSRN, RIKEN, the Institute of Physical and Chemical Research, Spotify, Mohamed bin Zayed University of Artificial Intelligence, University College London, Imperial College London, University of Notre Dame, Mohamed bin Zayed University of Artificial Intelligence, Ludwig Maximilian University of Munich (LMU), Cognizant Technology Solutions, KTH Royal Institute of Technology, Ghent University, New York University, Beijing Institute of Mathematical Sciences and Applications and affiliation not provided to SSRN
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Abstract:

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Bayesian decision theory, AI agents, Agentic orchestration, LLMs