Unverified50% confidenceFactExact time
In an append-only agent loop, large tool outputs are billed repeatedly in every subsequent turn, causing token costs to multiply.
1
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50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
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Unverified陪审团机制的明显代价是计算成本的成倍增加，每条数据都需调用多个模型带来显著的API开销与延迟75% similarUnverifiedFor each increase in annotation granularity, the production cost of a dataset may multiply several times, but the downstream tasks it supports also multiply in richness.75% similarUnverifiedEach Agent incurs token costs when calling large language models in the background, and the costs accumulated from a large number of Agents running continuously may far exceed expectations.72% similarUnverified生产环境中Agent的System Prompt长度可能从几百Token膨胀至数千Token，导致每次调用的基础成本大幅抬升72% similarUnverified多个模型实例并行运行会使 Token 消耗与调用成本成倍增加，一个5个Agent的团队经历3轮通信总消耗可达3万Token以上71% similar
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