Expired50% confidenceFactExact time
OpenAI's Function Calling mechanism, LangChain's tool-chain orchestration framework, and the ReAct (Reasoning and Acting) paradigm gave LLMs the cyclical ability to 'think-act-observe' starting from 2023.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Can AI Agents Replace Security Engineers? Insights from Coding Agents Reveal the Industry Truth
bilibili八方网域5/15/2026
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