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Evaluation

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01Writing

The Message You Edited Is Still in Memory2026-11-01After a conversation forks, filtering raw messages by branch is easy, but summaries and facts still remember the abandoned line. Feeding Mem0 only the current branch’s messages lowered its leak rate from 60.8% to just 50.0%.#Memory#Evaluation#Measurement#LLMThe Synthetic Set Picked C. Forty-Four Real Questions Picked B.2026-10-27A synthetic evaluation set gave a clean answer to what granularity memory should be stored at. Real questions from real chats gave a different one — and along the way turned up three measurement problems.#Memory#Evaluation#Measurement#LLM
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