Verified65% confidenceConceptExact time
The core mechanism of an agent is: the model issues a tool call request → code runs the tool → the execution result is returned to the model → the model decides the next step, forming a closed loop.
3
Sources
65%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe complete execution chain of a general-purpose agent is: select model → load skills → map sandbox → stream execution → tool call → LLM processing → return result → close sandbox.80% similarUnverifiedThe key breakthrough in tool-calling capability lies in the model's ability to generate structured function-call requests and correctly parse tool return results before continuing to reason, rather than simply concatenating tool outputs into the prompt77% similarVerifiedThe essence of an agent is to equip a model with the capabilities of planning, tool calling, multi-step reasoning, and environment interaction.77% similarUnverifiedThe tool-calling mechanism decouples the model's intent from actual system operations, allowing developers to insert permission checks, sandbox isolation, or manual confirmation steps in the intermediate layer.77% similarUnverifiedThe agent toolchain is shifting from simulating human operations toward a structured, verifiable execution layer, with permission control and effect verification being the key elements in making this type of technology production-ready.76% similar
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