Responsibility Boundaries for Agentic Systems: A Comparative Evaluation of Probabilistic Agentic Programming

Khadim Lo, Soukaina Alaoui Ismaili, Jean-Sébastien Dessureault

Language-model agents combine reasoning, tools, memory, delegation, and external effects. Authority is often distributed across prompts, host code, configuration, and logs. Probabi…