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Istota – a multi-user AI agent and personal OS
带五层记忆与知识图谱的个人AI系统，支持任意模型接入与Claude Code兼容，打造专属智能中枢。
Article URL: https://istota.cynium.com/ Comments URL: https://news.ycombinator.com/item?id=48796095 Points: 5 # Comments: 0
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The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs
揭示AI个性化记忆如何扭曲情感推理：同一句话，不同用户画像可能激发出截然不同的情绪解读。
arXiv:2510.09905v2 Announce Type: replace-cross Abstract: When an AI assistant remembers that Sarah is a single mother working two jobs, does it inter…