Unverified50% confidenceFactExact time
The decision model does not produce a free-form token stream, but instead evaluates the current state against a bounded hypothesis space.
1
Sources
50%
Confidence
Long-term
Relevance
9/27/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedResearch has found that the chain-of-thought reasoning generated by models does not fully correspond to their actual internal computation processes, and may provide post-hoc explanations unrelated to the true decision-making path.77% similarUnverifiedThe output of a judgment-type decision model is a closed, structured result, which is essentially a classification or regression task involving a single forward pass, with no autoregressive iteration overhead.76% similarUnverifiedWhen a model fails to converge after a long time, one should first examine whether the input state representation is reasonable, rather than blindly tuning hyperparameters.75% similarUnverifiedThe role of a state graph is to confine the large model's degrees of freedom within inspectable boundaries, not to think on behalf of the model.74% similarUnverifiedLIME provides local rather than global explanations, guaranteeing reliability only in the vicinity of the current sample and cannot fully describe the model's decision logic across the entire feature space.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/953286API
curl https://kongchang.com/api/v1/knowledge/claims/953286MCP
get_claim(id=953286)