Unverified50% confidenceOpinionExact time
The paper's authors summarize this transition as a shift from outcome-oriented memorization to process-oriented reflective reasoning.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedThe workflow loop of this methodology is: Plan → Prompt → Generate → Review → Iterate.71% similarUnverifiedThe design of the memory management layer is partly inspired by the memory consolidation theory in cognitive science, corresponding to the transformation from episodic memory to semantic memory, with the Ebbinghaus forgetting curve providing the basis for decay function parameter design.68% similarUnverified思维链将模型内部工作记忆外部化,把中间推导结果存入上下文,借助注意力机制随时读取和复用68% similarUnverifiedHindsight bias involves a memory reconstruction mechanism: upon learning the outcome, the brain automatically integrates the outcome information into the existing knowledge structure, making cues consistent with the outcome more salient.68% similarUnverifiedSemantic caching targets the final answer, whereas what the author describes is a persistent graph of reusable knowledge/reasoning sub-structures — a fundamental distinction between the two.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/931204API
curl https://kongchang.com/api/v1/knowledge/claims/931204MCP
get_claim(id=931204)