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AI Autonomous Decision

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Ubiquitous Tech
Ubiquitous Tech
Apr 8, 2025 · Artificial Intelligence

How AI Takes Shortcuts: Core Skills of Large-Model Autonomous Decision-Making via Tool Calls

The article explains how large language models extend their capabilities by using tool calls—detailing the need for external APIs, the three‑stage workflow, request/response formats, autonomous routing, parameter generation, error handling, and the relationship between Function Calling and Tool Use.

AI Autonomous DecisionFunction CallingJSON API
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How AI Takes Shortcuts: Core Skills of Large-Model Autonomous Decision-Making via Tool Calls