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Responsibility Boundaries for Agentic Systems: A Comparative Evaluation of Probabilistic Agentic Programming
Language-model agents combine reasoning, tools, memory, delegation, and external effects. Authority is often distributed across prompts, host code, configuration, and logs. Probabilistic Agentic Programming (PAP) makes responsibility boundaries explicit programming abstractions connecting mandate, a
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