Expired50% confidenceBenchmarkExact time
The author of "done" claims output tokens are reduced by more than 99.9% under any workload, tool calls are 0, response time is O(1), and actual work completed is none.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/21/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/19/2026(expired)
Sources
Related Claims
Unverified如果编辑工具的成功率只有90%，在需要连续执行10次编辑的任务中，整体成功率将下降到不足35%68% similarUnverified在一个396个文件的大型混合职责项目上测试时，召回率几乎跌到零66% similarUnverified研究表明在INT4/INT8精度下多数推理和生成任务的输出质量下降幅度在1-3%以内65% similarUnverifiedA 54% improvement in token efficiency means that the number of tokens consumed to complete the same programming task is reduced by nearly half.63% similarUnverified对于10万行代码的项目，使用向量检索每次任务可能只需加载2%~5%的相关代码，Token消耗可降低20倍以上63% similar
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