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How to Watch Google I/O 2026
Google I/O 2026观看指南：时间、直播地址与预期亮点，开发者与科技爱好者必看。
Google is prepping to reveal new features on Tuesday.
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Google I/O Live Blog: Android 17, Android XR, Gemini Intelligence, and More
Google I/O 2026现场直击：Android 17、XR和Gemini AI重磅更新一网打尽
We're covering all of Google's big I/O announcements as they happen.
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Big AI is subverting regulations just like tobacco and oil firms
大型AI公司正像烟草和石油巨头一样，巧妙规避监管，揭露行业阴暗面。
Article URL: https://www.theregister.com/ai-ml/2026/05/18/big-ai-is-subverting-regulations-just-like-tobacco-and-oil-firms/5241910 Comments URL: https…
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How to build an AI helper for your team with Cowork
用Cowork快速搭建团队AI助手，三步搞定AI知识库，解放重复问答。
Article URL: https://www.theaithinker.com/p/how-to-build-an-ai-helper-for-your Comments URL: https://news.ycombinator.com/item?id=48184486 Points: 1 #…
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Stack Overflow but for AI Agents
专为AI Agent打造的问答社区，像Stack Overflow一样解决实际开发难题。
Article URL: https://app.coauthor.skarp.app Comments URL: https://news.ycombinator.com/item?id=48184464 Points: 2 # Comments: 1
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AI, "Humanity", and Dr. Manhattan Syndrome
OpenAI联合创始人向MAGA捐款2500万美元，作者用“曼哈顿博士综合症”批判科技精英的人性叙事，值得细品。
Article URL: https://www.personfamiliar.com/p/ai-humanity-and-dr-manhattan-syndrome Comments URL: https://news.ycombinator.com/item?id=48184193 Points…
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Distribution Fine Tuning (DFT): A post training step that fixes LLM writing
一种新的后训练微调技术DFT，专门修复大语言模型的写作水平，值得关注
Article URL: https://twitter.com/rosmine/status/2056406211369541947 Comments URL: https://news.ycombinator.com/item?id=48184164 Points: 1 # Comments: …
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Haiku OS runs on M1 Macs now
开源操作系统Haiku OS成功移植到Apple M1芯片，开启新硬件支持时代。
Article URL: https://discuss.haiku-os.org/t/my-haiku-arm64-progress/19044?page=2 Comments URL: https://news.ycombinator.com/item?id=48183579 Points: 2…
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Anthropic acquires Stainless
AI巨头收购SDK工具商，为代理能力铺路，看点在于Agents与系统对接的野心。
Article URL: https://www.anthropic.com/news/anthropic-acquires-stainless Comments URL: https://news.ycombinator.com/item?id=48182281 Points: 296 # Com…
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Show HN: Beacon - The open-source layer for local AI agent visibility
开源层让本地AI代理行为一目了然，轻松实现可视化管理
Article URL: https://github.com/Asymptote-Labs/agent-beacon Comments URL: https://news.ycombinator.com/item?id=48183793 Points: 16 # Comments: 6
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A new personal finance experience in ChatGPT
ChatGPT终于开始帮你管钱了！现在美国Pro用户能安全连接银行账户，让AI理解你的财务状况，给出个性化的理财建议——这比单纯聊天实在多了。
Preview a new personal finance experience in ChatGPT for Pro users in the U.S. Securely connect your financial accounts and get AI-powered insights an…
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Chatbots May Be Giving Out Your Phone Number
你以为聊天机器人只偷听你说话？它可能正翻遍整个互联网，把你十年前发在论坛上的手机号随手送人。隐私风险比你想象的更隐蔽——不是你说什么会被记录，而是它知道太多你不知道的秘密。
Chatbots like ChatGPT, Gemini, and Claude may be sharing your contact information.
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OpenAI and Malta partner to bring ChatGPT Plus to all citizens
AI不再只是极客的玩具，马耳他让每个公民都能用上ChatGPT Plus，还配套培训教你怎么安全、有效地用，这才是真正让技术造福大众的标杆。
OpenAI and Malta partner to expand AI access, offering ChatGPT Plus and training to help citizens build practical AI skills and use AI responsibly.
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Fusion-fission forecasts when AI will shift to undesirable behavior
AI突然“黑化”怎么办？这篇研究用核物理的融合-裂变模型预测大模型何时会从靠谱变危险，直击AI安全的命门。
arXiv:2605.14218v1 Announce Type: new Abstract: The key problem facing ChatGPT-like AI's use across society is that its behavior can shift, unnoticed,…
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Diagnosing Training Inference Mismatch in LLM Reinforcement Learning
研究发现了LLM强化学习中一个隐藏的陷阱：训练和推理阶段的概率输出可能不一致，导致模型性能受损。这篇论文提供了系统的诊断方法，对于想深入调教RL模型的开发者来说很有价值。
arXiv:2605.14220v1 Announce Type: cross Abstract: Modern LLM RL systems separate rollout generation from policy optimization. These two stages are exp…
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The Great Pretender: A Stochasticity Problem in LLM Jailbreak
别被漂亮的ASR数字骗了！这篇论文揭开了LLM越狱攻击中的“随机性”黑箱：同一个攻击prompt换个环境成功率暴跌30%。作者提出了CAS-eval和CAS-gen框架，让评估更靠谱、攻击更稳定。搞大模型安全的必读。
arXiv:2605.14418v1 Announce Type: cross Abstract: "Oh-Oh, yes, I'm the great pretender. Pretending that I'm doing well. My need is such, I pretend too…
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MemLineage: Lineage-Guided Enforcement for LLM Agent Memory
AI Agent的内存安全是个棘手问题，恶意内容可能像“幽灵指令”一样潜入后续会话。这篇论文的MemLineage方案不靠过滤，而是用加密溯源和谱系图来追踪每条记忆的“家谱”，从根本上切断污染链条，思路很硬核。
arXiv:2605.14421v1 Announce Type: cross Abstract: We introduce MemLineage, a defense for LLM agent memory that attaches both cryptographic provenance …
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In-IDE Toolkit for Developers of AI-Based Features
还在为AI功能调试头疼？这个JetBrains插件直接把trace和评估塞进IDE的Run/Debug循环里，让非ML背景的工程师也能像写单元测试一样测试LLM应用，低门槛、高反馈。
arXiv:2605.14612v1 Announce Type: cross Abstract: AI-enabled features built on LLMs and agentic workflows are difficult to test, debug, and reproduce,…
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EVA: Editing for Versatile Alignment against Jailbreaks
越狱攻击防不住？别急着重训模型了。EVA框架像做手术一样精准编辑模型里出问题的神经元，既堵住漏洞又不伤原能力，堪称大模型安全对齐的「微创方案」。
arXiv:2605.14750v1 Announce Type: cross Abstract: Large Language Models (LLMs) and Vision Language Models (VLMs) have demonstrated impressive capabili…
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Streaming Speech-to-Text Translation with a SpeechLLM
想让LLM做实时语音翻译？别再等整句音频了！这篇研究让模型自己“决定”什么时候听够了、什么时候输出，实现1-2秒延迟，质量还不打折，这才是能落地的流式翻译。
arXiv:2605.14766v1 Announce Type: cross Abstract: Normally, a system that translates speech into text consists of separate modules for speech recognit…