Unverified50% confidenceOpinionExact time
The capability for long-duration autonomous operation is naturally suited to exploratory and generative tasks, as well as tasks that can tolerate asynchronous delivery.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/3/2026
First Seen
Valid until: 1/1/2027
Sources
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Related Claims
UnverifiedOne of the core characteristics of agents is the ability to autonomously advance tasks until completion, whereas ordinary large models operate in a turn-based manner.75% similarUnverifiedBackground long-horizon tasks involve engineering challenges such as task state persistence, multi-agent communication coordination, and exception handling and recovery mechanisms — issues that simple agents do not encounter.74% similarUnverifiedGame-style interactive tasks test long-horizon coherent decision-making ability, which is different from one-shot question-answering benchmarks.71% similarUnverified智能体(Agentic)不再只是被动响应用户指令的工具,而是能够主动理解目标、拆解任务、并在一定范围内自主执行操作71% similar
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