Unverified50% confidenceOpinionExact time
Stability when debugging complex multi-step tasks remains the primary challenge for the current deployment of Agents
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/27/2026
First Seen
Valid until: 12/26/2026
Sources
Related Entities
Related Claims
UnverifiedIn terms of Agent strategy selection, empirical testing shows that ReAct is more stable than Function Calling, especially with stronger fault tolerance in complex multi-step, multi-tool collaborative tasks.78% similarUnverified进入Agent时代，模型必须能长时间稳定运行、成本可控并嵌入实际工作流，稳定性与可用性比跑分更重要76% similarUnverifiedAs model capabilities continue to improve, Agents can run for longer periods and handle more complex tasks, but token consumption also increases when the direction is wrong.75% similarVerifiedCompleting a complex task in an agent application often requires multiple rounds of reasoning and invocation, with each step generating token consumption75% similarUnverifiedThe Goal instruction (go instruction), once a complex task is initiated, causes the agent to keep running in the configured manner as long as there is no human intervention.73% similar
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