Unverified50% confidenceOpinionExact time
The generalization ability of the affordance representation itself and the problem of two-stage error accumulation remain directions that MAMHOI needs to observe in the future.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
Unverified大模型存在能力边界、幻觉问题、可靠性瓶颈等尚未彻底解决的挑战68% similarUnverifiedMamba 等状态空间模型试图从架构层面解决长上下文的效率瓶颈67% similarUnverifiedThe test conclusions show that what truly differentiates models is not visual perception but step-by-step simulation capability — judging right from wrong is relatively easy, but locating which step went wrong in a multi-step state transition is a higher-order challenge for a model's internal state management.66% similarUnverifiedThe core weakness of an IMU is integration drift: because displacement must be calculated by double-integrating acceleration, small measurement errors accumulate over time, causing non-negligible position estimation errors within seconds.66% similarUnverifiedFor agentic workflows involving multi-step tool calls, even slight degradation at any single step can cause the final result to collapse, and without step-by-step evaluation it is nearly impossible to pinpoint the problematic stage.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1013460API
curl https://kongchang.com/api/v1/knowledge/claims/1013460MCP
get_claim(id=1013460)