A user has developed a custom system for AI agents that utilizes a .md filesystem for memory, storing knowledge in both a frequently updated "warm" layer and a cross-linked "archive." This system aims to mitigate hallucinations caused by conflicting facts by implementing an escalation mechanism via a Telegram bot for human intervention. The user is seeking input on determining the threshold for human escalation and whether using their own input as the definitive truth is the correct approach. AI
IMPACT Offers insights into custom AI memory management and hallucination mitigation strategies for operators.
RANK_REASON User-generated discussion about a custom AI system, not a formal product release or research paper.
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