Unverified50% confidenceFactExact time
The Simplex method moves step by step along the vertices of a convex polyhedron to find the optimal solution, and in the worst case the number of iteration steps can grow exponentially.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen guiding discrete diffusion models with sequence-level goals, enumerating all possible completion combinations leads to computation that grows exponentially with the number of unresolved positions.71% similarUnverified研究表明即便是顶级模型,在工具调用链超过5步后幻觉率会显著上升,原因是早期错误随上下文传递被后续步骤合理化67% 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% similarUnverifiedWhen the number of steps drops sharply to 4, the denoising span required per step increases significantly, forcing the model to make bolder predictions in a single step, which can easily lead to loss of high-frequency detail and incoherent motion trajectories.66% similarUnverified梯度爆炸的数学本质与链式法则和矩阵连乘的谱范数相关,当雅可比矩阵的最大奇异值持续大于1时,梯度会随层数指数级增长65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/985012API
curl https://kongchang.com/api/v1/knowledge/claims/985012MCP
get_claim(id=985012)