Unverified50% confidenceOpinionExact time
Long context remains valuable in some scenarios (such as full-text retrieval and multi-document reasoning).
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/4/2026
First Seen
Valid until: 2/2/2027
Sources
Related Entities
Related Claims
UnverifiedThe experience summaries generated during the reflection phase of long-term memory need to be specific enough, ideally including the cause of failure, the corrective approach, and the applicable conditions; otherwise it is difficult to surface useful historical lessons during retrieval.69% similarUnverifiedThe Retain step uses a large model to extract facts, relationships, and timestamps from conversations or task experiences, organizing them into retrievable memories while preserving the original text.67% similarUnverifiedInformation worth persisting typically includes three categories: user preferences and habits, key conclusions and decisions in tasks, and external knowledge; what is not worth writing into long-term memory includes intermediate reasoning processes, the raw logs returned by tools, and small-talk content.67% similar
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