Unverified70% confidenceOpinionExact time
A single average success rate metric cannot adequately assess the deployment risk of a robot policy, because the policy may exhibit catastrophic failures in a critical minority of scenarios.
2
Sources
70%
Confidence
Long-term
Relevance
7/15/2026
First Seen
Sources
Related Claims
VerifiedCommon reasons for the failure of general-purpose home robots include scattered functionality, poor cost-performance ratio, novelty wear-off, and insufficient reliability.76% similarUnverifiedIndustrial field experience indicates that approximately 40%–60% of the causes of robot project failures are unrelated to technical performance, but instead stem from low worker acceptance, unredesigned operational processes, and the lack of control and intervention means for frontline personnel.72% similarUnverified在机器人学习研究中，训练失败时研究者通常首先怀疑模型架构或超参数选择，而数据质量问题往往是最后才被排查到的因素72% similarUnverifiedA 2023 DeepMind study showed that approximately 30% of robot training failures could be traced back to poorly designed reward functions72% similarUnverifiedIsolated task evaluation cannot capture cross-step error cascading effects; even high scores on individual subtasks cannot guarantee end-to-end process reliability.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/523451API
curl https://kongchang.com/api/v1/knowledge/claims/523451MCP
get_claim(id=523451)