Situating AI Agents in their World: Aspective Agentic AI for Dynamic Partially Observable Information Systems

Peter J. Bentley, Soo Ling Lim, Fuyuki Ishikawa

Agentic LLM AI agents are often little more than autonomous chatbots: actors following scripts, often controlled by an unreliable director. This work introduces a bottom-up framewo…