Unverified50% confidenceFactExact time
The paper points out that the core challenge faced by DSR and TSF is topological out-of-domain generalization (OODG), i.e., the dynamical regime of the system itself changes, for example transitioning from periodic behavior to chaotic behavior.
1
Sources
50%
Confidence
Long-term
Relevance
10/3/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedBifurcation refers to the phenomenon where, as a control parameter of the system changes continuously and crosses a critical value, the qualitative behavior of the system undergoes a sudden change.68% similarUnverifiedThe state transitions of SSMs are still essentially linear recurrent structures, creating a natural bottleneck in expressive power for reconstructing highly nonlinear chaotic attractors.67% similarUnverified外层循环与控制理论中的闭环控制系统高度同构,闭环系统对不确定性环境的长时任务比开环系统更鲁棒62% similarUnverifiedTypical failure modes of multi-agent systems include runaway feedback loops, accountability vacuums, and conflicting actions.62% similarUnverifiedModern large-scale systems typically contain the impact of failures to a local scope through mechanisms such as load balancing, service meshes, and circuit breaker patterns61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/969821API
curl https://kongchang.com/api/v1/knowledge/claims/969821MCP
get_claim(id=969821)