Unverified50% confidenceBenchmarkExact time
At comparable accuracy, Strategist reduced inference cost by 39% compared with the strongest baseline.
1
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50%
Confidence
Medium-term (~90 days)
Relevance
11/3/2026
First Seen
Valid until: 2/1/2027
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Related Claims
UnverifiedIn the most difficult single-concept quantitative category, most models' accuracy falls below 30%74% similarUnverified仅用小模型策略的每正确答案成本最低($0.0004)但准确率仅33%，说明没有准确率底线的每正确答案成本指标具有误导性73% similarUnverifiedAchieving deterministic inference may require sacrificing more than 30% of throughput, and this trade-off is not worthwhile in most production settings.72% similarUnverifiedAccording to what is said in the video, the confidence pre-judgment mechanism directly cuts 30% of wasted work.71% similarUnverifiedEven with a perfect relevance filter, under the classic hidden-profile configuration its decision accuracy is 23 to 31 points lower than rarest-first selection.70% similar
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