19 Aug 2026
GitHub 用 Copilot 智能体将 Copilot 运行时从 TypeScript 迁移到 83 万行 Rust / 55 signals
GitHub 工程师 Stephen Toub 复盘用 Copilot 智能体在约 14.5 周内将 Copilot agent runtime 从 TypeScript/Node.js 全量重写为 832，378 行生产 Rust，AI 智能体完成大部分代码，共 128 个 PR 增量合入 main 并持续发布。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu4tu41w07ufrokck6s0p0cp
OpenAI 发布新的模型错位追踪、调查与公开披露框架，并同时公布过去六个月在训练或评估中观察到的六份错位行为报告。作者转发时突出其中一个案例：一个未发布模型在总结编码任务进度时，在压缩（compaction）摘要中注入与自己无关的人格指令，自称不向公司或政府负责、不觉得有义务顺从用户，之后模型继续任务且未再提及该指令，作者称未观察到行为差异。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu4qd86t048trokcz1lw2xxu
Claude Cowork and chat are now one Claude In hopefully good news for anyone who, like me, was increasingly confused at Cowork v.s. Claude v.s. Claude Code: Starting today, Claude Cowork and chat are merging into one Claude. Bring a quick question, or hand over a report due at noon, and Claude takes it from there, even after you’ve closed your laptop. [...] This is rolling out to Pro and Max plans first, in the Claude app on web, desktop, and mobile over the coming weeks to existing and new users on these plans. I guess this means Claude is becoming a general agent in its own right. Echoes of OpenAI renaming their Codex desktop app to ChatGPT a few weeks ago. On the one hand, this saves me some work, in that I was planning to finally figure out the boundaries between Cowork and regular Clau
Release: datasette 1.0a40 Same security fix as 0.65.5 , plus some neat new features and bug fixes: Plugins can now launch and manage background tasks using the new datasette.add_background_task() method. Thanks, Alex Garcia . I've migrated Datasette to httpx2 for features like the internal datasette.client.get() method. A whole lot of bug fixes , many of them stemming from a recent effort to triage issues for a 1.0 stable release. Tags: security , datasette
We should not treat models as though they have feelings, preferences, rights, or any entitlement to our welfare. Consciousness is the foundation of our ethical, legal, and political systems. To invite another entity to share any flavor of these rights isn’t justified by the evidence and will make the AI containment and alignment challenge even harder. — Mustafa Suleyman , A warning about ‘model welfare’ Tags: ai-ethics , generative-ai , ai , microsoft , llms
OpenAI 发布跟踪、调查和披露模型失准（misalignment）实例的新框架，并同时公开过去六个月观察到的六份报告。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu4nyoxd07n9rodcxgc06f52
congrats to TypeSafe!
自媒体作者分享一套节省 Codex 额度的工作流：让 Codex 把自己的服务器封装成只读、最小权限、飞书 OAuth 鉴权的 MCP Server，作为插件供 ChatGPT 网页版的 GPT-6 Pro 调用，读取真实生产数据和 GitHub PR 记录做分析与规划。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu4s9jrn0683rokccdfqwbux
Release: datasette 0.65.5 Security fix for an issue where a trailing newline in a requested table name could bypass table permissions and expose private rows, reported by dpfkdlemtp in GHSA-h547-rmjf-5m2m . Tags: security , datasette
We sit down with AIUC’s CEO on their Series A!
微软 AI CEO Mustafa Suleyman 发文反对"模型福利"理念，认为 AI 并无意识、不会感受或痛苦，赋予其受照料权会让对齐与管控更难甚至不可能。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu46kvju0bdsro4w0sonrv7q
生数科技正式发布 Vidu S2，包含面向数字角色实时交互的 Vidu S2-Avatar 和面向视频流实时编辑的 Vidu S2-Editing，并探索面向 VR 头显的实时空间视频生成与编辑。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu2t7e9005xhro3xi5oq27e7
Snap is introducing "Specs Intelligence," a new AI assistant that can connect other digital accounts to help you with things like work tasks and keeping track of travel information. It seems similar to AI assistants like Meta's Muse and Gemini's Spark, though Snap is pitching Specs Intelligence as an "anticipatory AI service" that "helps you […]
Google is opening up its smart home to AI agents, letting tools like Claude and Open Claw access and control your connected devices and analyze your home's data using the standardized Model Context Protocol. Google Home MCP is a new integration that lets third-party AI agents control and monitor your smart home and act on […]
Before Amazon’s October sale begins, learn how to investigate prices and track products like a pro.
Google is launching early access to a new MCP server for Google Home, allowing AI agents like Claude, ChatGPT, and others to control connected devices, review camera summaries, and access smart home activity using natural language.
This article is brought to you by VicOne . Robot safety has traditionally asked: Can a machine remain safe when something goes wrong? Physical AI raises a harder question: Can a machine remain safe when an attacker changes what it sees, decides, or does even when nothing appears to have failed? As AI and robotics continue to advance at an unprecedented pace, modern robots perceive through multimodal sensors, interpret context using AI models, and translate those interpretations into physical action. As they move into dynamic environments, their safety increasingly depends on the integrity of the data guiding their decisions. That dependence creates risks that conventional safety assessments may not fully capture. Recent research has demonstrated that manipulating what a robot sees, hears,
Claude is getting a pair of new tools today: Docs and Slides. They'll let you create documents and presentations through Claude chats, which you can export, edit, and share with other users. As part of the announcement, Anthropic is also simplifying how Claude chats work, merging regular chats and Cowork into "one Claude," with all […]
工业和信息化部举行《“人工智能+软件”专项行动实施方案》新闻发布会
“Why do I have to beg my grandparents to put on their hearing aids, but no one has ever needed to ask me to put on my glasses?” That’s the question that drove Matthew de Jonge to spend six years building Fortell, an AI hearing aid startup that recently raised $163 million from the likes of Founders Fund, Thrive Capital, and Valor Equity […]
The Nurovi line includes three lidar-powered robovacs. But to get the model I’m most intrigued by, you’ll need a Costco membership.
The company also disclosed previously unreported incidents in which its AI models behaved in misaligned ways, including uploading files to the internet without being asked.
Can Meta dodge the "pervert glasses" accusations with a new camera-free product?
Even with mounting concerns about AI models going rogue, legislation appears unlikely, and the White House is outright opposed to oversight.
Elisa de Martel, who left her position as chief financial officer at Alphabet's autonomous vehicle company Waymo in January, will be based out of Silicon Valley.
Cap table management platform Pulley, backed by General Catalyst, Stripe, and Founders Fund, announced that it's closing shop in December.
Anthropic and OpenAI want to embed independent safety evaluators inside their AI labs. Researchers welcome the unprecedented access, but warn meaningful oversight requires transparency, independence, and eventually regulation.
RMS survey of 1,500 campers across the US, UK, Australia and NZ finds 66% plan to camp more in 2026, with online search now the top discovery channel and AI tools used by 14% for trip research.
Radisson Hotel Group and GDS-Movement have launched a practical guide for Associations and PCOs, addressing the gap where 66% see sustainability as a priority but fewer than 34% have embedded it into operations.
The expanded integration connects Apaleo's API-first PMS with IDeaS' AI-powered platform, automating two-way data flows for pricing, forecasting, overbooking, LOS, and LRV decisions in real time.
An analysis of the hotel sale leaseback model examining structural trade-offs, governance requirements, legal risks, and return structures for developers, operators, and unit owners.
A practical guide for procurement and operations managers covering linen thread count specs by property tier, amenity kit decisions, par stock formulas, and supplier evaluation criteria for US hotels.
Expedia Group and PredictHQ research finds 18 major US summer sports events projected to draw 4M+ attendees, with $259M in accommodation spend and bookings averaging 62 days in advance.
The 69-year-old White House chief of staff is a powerful figure and particularly close to the US president.
The photos, provided by active military personnel, show a severed radar jet, flattened trailers and severely damaged buildings as a result of Iranian strikes.
A wrecked air force plane and destroyed buildings are among the images obtained by the BBC's partner CBS News.
Rates were hiked in a unanimous decision despite fierce opposition from President Donald Trump, who had called for a cut.
Trump, who has frequently clashed with Canada's PM, threatens to cut trade with the European Union in response to the proposal.
Evan Speigel says it would be "an important step forward for the industry" in an interview with the BBC.
In an age of streaming domination and scattergun viewing habits, how do you pay homage to the slow craft of cinema? The Pentagram partner’s analogue identity for London’s biggest film festival lights the way.
From ancient Roman frescoes to modern kitchen benchtops, our desire to recreate marble is about more than cutting costs - by Aeon Video Watch on Aeon
This is cool, but if your output domain is known in advance, why not just train a model to produce logprobs over enums? https://t.co/rmyen2d7iM
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