AI RESEARCH
The Agent Use of Agent Beings: Agent Cybernetics Is the Missing Science of Foundation Agents
arXiv CS.AI
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ArXi:2605.10754v1 Announce Type: new LLM-based foundation agents that perceive, reason, and act across thousands of reasoning steps are rapidly becoming the dominant paradigm for deploying artificial intelligence in open-ended, long-horizon complex tasks. Despite this significance, the field remains overwhelmingly engineering-driven. Engineering practice has converged on useful primitives (tool loops, memory banks, harnesses, reflection steps), yet these are assembled by empirical trial and error rather than from first principles.