Unverified50% confidenceFactExact time
There are 14 notes that were never opened across 393 sessions, but two of them are in the always-loaded index, so deleting them would lose knowledge.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/13/2026
First Seen
Valid until: 10/27/2026
Sources
Related Entities
Related Claims
UnverifiedThe two fix attempts—searching for the rarest word within a note and routing by paragraph before reading the whole note—both fail to change the situation, because they depend on the same search query.66% similarUnverifiedAgents with poor summarization ability or that write lossy records from the start will lose information before it enters storage, rendering these rules ineffective.62% similarUnverifiedRe-chunking and re-embedding an entire document wastes compute and loses the continuous identity of the content, making it impossible to answer questions about the historical versions of a clause.60% similarUnverifiedRead-back verification must not only check whether a record exists, but also compare the specific values of each field.58% similarUnverifiedOne-third of the questions had no answer in the documents, and all models answered 'not found' for these unanswerable questions across all document scales, with none fabricating an answer.57% similar
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