AI RESEARCH
Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents
arXiv CS.AI
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ArXi:2604.04131v1 Announce Type: new Large language model agents that use external tools are often implemented through reactive execution, in which reasoning is repeatedly recomputed after each observation, increasing latency and sensitivity to error propagation. This work