Unverified50% confidenceBenchmarkExact time
In a self-debugging coding agent scenario, DoubtLess reduces thinking tokens per round by 20% with task performance unchanged.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
Related Claims
Unverified少样本方式在格式化输出、分类任务和规则遵循方面的幻觉率可降低40%-70%76% similarUnverifiedIn one task continuation experiment, despite the reduced context, the output quality as assessed by human evaluation was actually lower.71% similarUnverified根据文中量化估算,编程智能体任务中模型推理仅占总时间的 20%-30%,剩余 70%-80% 花在等待外部系统 I/O 响应70% similarUnverifiedIn 10%–25% of cases, reasoning about the hypothetical grader pulled the agent's work away from the user's original specification.70% similarUnverifiedBy providing a small reward for completing tasks in fewer steps, the number of tool calls was reduced by 31%.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1028120API
curl https://kongchang.com/api/v1/knowledge/claims/1028120MCP
get_claim(id=1028120)