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Autonomy and Agency in Agentic AI: Architectural Tactics for Regulated Contexts
Damir Safin, Dian Balta
Deploying agentic AI in regulated contexts requires principled reasoning about two design dimensions: agency (what the system can do) and autonomy (how much it acts without human i…
OntoGSN: An Ontology-Based Framework for Semantic Management and Extension of Assurance Cases
Tomas Bueno Momcilovic, Barbara Gallina, Ingmar Kessler +2
Assurance cases (ACs) are a common artifact for building and maintaining confidence in system properties such as safety or robustness. Constructing an AC can be challenging, althou…
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation
Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo +2
Despite the impressive adaptability of large language models (LLMs), challenges remain in ensuring their security, transparency, and interpretability. Given their susceptibility to…