AI聊天记录跨平台迁移取得突破，但对话连续性为何仍是老大难？看懂AI记忆的新进展
Moving your chats is progress. Moving your AI life is a different problem. AI services are finally starting to make switching less painful. Google now…
长期运行的LLM推理中，LiveMem提出全新内存状态连续性方案，直击长会话场景下的性能痛点。
arXiv:2608.02515v1 Announce Type: cross Abstract: Long-running assistants and agents consume interaction streams that eventually outgrow the context. …
首个针对多提供商LLM路由中状态故障转移的基准研究与系统评估，揭示服务可靠性关键挑战。
arXiv:2607.15899v1 Announce Type: new Abstract: In production large language model (LLM) deployments, high API availability guarantees do not equate t…
探索如何将网络故障降级为传输事件而非会话死亡，一套打破常规的连续性运行时架构思路。
GitHub - Endless33/jumping-vpn-preview · GitHub Contribute to Endless33/jumping-vpn-preview development by creating an account on GitHub. github.com
你的AI供应商可能一夜消失，别把模型依赖当铁饭碗——用真实案例敲响单一供应商风险的警钟。
Last Friday, the U.S. Commerce Department sent a letter to Anthropic. By that evening, Fable 5 and Mythos 5 were gone . Not deprecated. Not throttled.…
让大模型感知消息间的时间间隔，提升长篇叙事和日记的连贯性——ChatGPT用户提出的实用功能建议。
I have just sent a sort of "feature request" to ChatGPT (but my question is generally applicable to most LLMs). Here is the text, written by ChatGPT i…
为Claude Code打造连续性记忆系统，解决API滥用与协作痛点，附赠创新思路。
Since LLM harness (claude code included) are moving fast, I figured it would be better to put this out than wait to validate each and every claim. I c…
全新方法约束时序token的连续性与序数性，大幅提升LLM处理时间序列任务的性能与理解力。
arXiv:2605.28866v1 Announce Type: cross Abstract: Token-based time series large language models (TS-LLMs) have emerged as a promising direction for ti…
用设备连续性证明替代验证码，实现对开放网络中人机共存的智能速率限制，尊重而非惩罚真实用户。
Identity is a missing piece for managing security in cyberspace where agents co-exist with humans. Traditional methods of managing open-access like ca…