Pai 的 AI 雷达
含近几日仍热话题，按时间衰减排序。今天先看 IvanMurzak/Unity-MCP，其次 ryokun6/ryos。并行还有 吐槽老板沉迷 Vibecoding 与职场高强度加班反思、由 Google 内部模型设计 TPU 传闻引发的硬件 AI 端到端设计思考。
Voice AI's often misses important points for its context layer, and causes the whole pipeline to break
Apple will announce a new smart home hub on Tuesday called the HomeView, according to Bloomberg’s Mark Gurman. Over the past couple of years, we’ve seen There have been multiple reports that Apple was working on a new smart home product, but now it seems the product has a name an
A macOS terminal with a Run button that knows your project Discussion | Link
Microsoft CEO Satya Nadella now calls artificial intelligence "super intelligence" instead of artificial intelligence, falling in line with Trump's preferred language. In his latest blog post, he frames AI models as insider security threats, taking yet another shot at OpenAI and
Windows Search now takes action, not just finds files Discussion | Link
📌 一句话摘要 梳理三家大型律所因社会工程学遭遇数据外泄的事件，指出系统安全薄弱并将驱动网络安全行业投资。 📝 详细摘要 Holland & Knight、Squire Patton Boggs 及 Nelson Mullins 三家律所近期因员工笔记本被攻破或遭遇社会工程学攻击导致社保号等机密数据泄露。作者据此指出企业防护普遍薄弱，易受轻量脚本攻击，长期利好网络安全公司与相关股票。 💡 主要观点 专业服务机构成为社会工程学攻击的脆弱突破口 单台终端攻破即可导致大批文件被窃取，暴露出传统律所内部权限隔离与零信任架构的不足。 📊 文章信息 AI 初评： 7
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Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.
When President Donald Trump announced his plans to rebrand artificial intelligence as " super intelligence ," you'd be forgiven for being skeptical that it would catch on. While most of the broader population is sticking with AI, some of Silicon Valley's most powerful are falling
On Equity, we debate the impact of data center moratoriums and whether the AI industry has a communication problem.
This release adds new billing and license controls for Copilot code review admins: Billing: Organization owners can bill Copilot code reviews from members with a Copilot license to the organization’s cost center instead of using up those members’ Copilot quotas. Review request co
📌 一句话摘要 作者分享了使用终端工具 Termany 进行多 Agent 并行项目开发的核心体验，强调了无限层级目录、多窗格并发、状态感知与快速指令切换等特性。 📝 详细摘要 作者分享了在自身日常开发中深度使用 Termany 的工作流与优势。其核心爽点包括：无限层级文件树便于组织项目；多层级窗格结构支持多个 Agent 会话并行；红绿灯标识辅助快速感知 Agent 运行状态；Cmd+P 全局搜索可快速定位并发送指令；以及多套皮肤支持。该工具使其能够每天并行开发十几个项目，极大提升了开发效率。 💡 主要观点 多层次窗格与状态感知支持高并发 Agent
From the Bitter Lesson of AI scaling to the unsolved mysteries of protein folding , Google DeepMind’s Pushmeet Kohli and Biohub’s Sal Candido are rethinking what it takes to build AI that truly understands biology. In this special panel moderated by Brandon Anderson , they explor
It’s hard to believe that Periodic was only launched last September : @periodiclabs . Our mission is to accelerate science.\n\nOur founding team co-created ChatGPT, DeepMind’s GNoME, OpenAI’s Operator (now Agent), the neural attention mechanism, MatterGen; have scaled autonomous
It’s been about a year since Anthropic shipped Haiku 4.5 , and with successive launches of Sonnet and Opus and Fable up to 5.5 it was seeming a little forgotten, especially as OpenAI launched Luna 6 alongside Astra and Sol 6. Well, it’s here, and it’s a welcome update. More in th
PLUS: Agilink's robot hands are getting crafty
Tickets for AIE NYC are selling out soon! See you next week! see past AINews issues for subscriber discounts. Pour one out for Mistral, who shipped a decent Large 4 “Le Chonk” model on the new 3800 GB300 cluster funded by their recent Series D . But they were overshadowed by more
PLATO V terminal, via Wikipedia . In 1960, a team at the University of Illinois released the first version of their PLATO “computerized instruction system,” a network of what would eventually be thousands of computer terminals connected to large mainframe computers. Users of PLAT