Unverified50% confidenceCautionExact time
Under extremely resource-constrained scenarios, a greedy cost-minimization strategy concentrates requests onto the lowest-scored instance, actually performing worse than blind dispersion.
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50%
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Long-term
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9/16/2026
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Related Claims
UnverifiedA more complete approach is to add a minimum expected information gain threshold, implementing a two-way gate that neither exceeds the budget nor requires evidence to be genuinely useful.76% similarUnverifiedRequests in production environments tend to follow a long-tail distribution—a large volume of simple requests and a small number of complex ones—which means a tiered routing strategy can bring about a substantial overall reduction in costs.75% similarUnverified推理模型存在降智现象，高峰期服务端可能动态降低单次请求的计算资源导致输出质量下降73% similarUnverifiedIncreasing the number of inference passes incurs higher computational costs but in exchange lowers the complexity of each individual task—this is the trade-off of the grouped extraction strategy.72% similar
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