Unverified50% confidenceFactExact time
During the inference stage, TRACE retrieves compact evidential prompts from the structure and feeds them to the model as additional information.
1
Sources
50%
Confidence
Long-term
Relevance
9/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEvidence-led disclosure requires a complete chain of evidence, including the model's input context, the tools called, the results returned, and the behaviors ultimately produced.76% similarUnverifiedTRACE organizes oncology concepts and relationships into an updatable tree-relational structure, and refines it using LM-loss-derived evidence.74% similarUnverifiedTransparent output may refer to the model providing explainable and traceable results during inference, such as displaying reasoning chains, source annotations, or structured output formats.72% similarUnverifiedThe core assumption of the research is that the residual stream representations inside the model have already implicitly encoded information about whether a task will succeed.71% similarUnverifiedOverfitting refers to a model being repeatedly tuned on a validation or test set until it memorizes the characteristics of that data rather than genuinely learning generalizable capabilities68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/961219API
curl https://kongchang.com/api/v1/knowledge/claims/961219MCP
get_claim(id=961219)