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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jürgen Cito

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3 papers indexed here

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Open access Oct 2026

Probabilistic Programming with Programmable Divide-Conquer-Combine Inference on Modern Hardware

Universal probabilistic programming languages (PPLs) enable the specification of models with stochastic support structure. Posterior inference is notoriously hard for this class of models and remains difficult to accelerate on modern hardware. In response to these challenges, we introduce Upix - the first probabilistic...

Markus Böck, J. Cito · 0 citations
Review Jul 2026

The Ethics of Autonomous AI Agents for Offensive Security

This work analyzes how moral attribution becomes diffuse between users, tool-makers, and third parties when employing autonomous AI agents for offensive security and examines the stakeholder impact of this technology.

A. Happe, Jürgen Cito, Jasmin Wachter · 2 citations
Book Open access Aug 2026

ATLAS: Discovering Agent Strategies through LLM-Guided Abstraction and Automata Learning

This work presents ATLAS (Automata Learning for Agent Trajectory Analysis and Strategy Discovery), an approach for recovering interpretable behavioral models from agent trajectories that enable systematic understanding and analysis of otherwise opaque AI agents.

Ignacio D. Lopez-Miguel, A. Happe, J. Cito et al. · 1 citation

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