AI 每日快讯
AI 产品、模型、开源工具和官方动态的时间流。保留历史记录，按分类、日期和标签继续筛选。
原文摘要：Google has integrated "Computer Use" directly into Gemini 3.5 Flash, letting the model operate computers, browsers, and mobile devices on its own. On the OSWorld 评测 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：At Config 2026, Figma turned its canvas into a full workspace with code, animation, shaders, and AI agents. But the intelligence powering all of it is rented from API prov 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google Deepmind has made the Interactions API the default interface for Gemini models and agents. It replaces the old generateContent API and uses a simplified schema with 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：At its summit in New York, AWS unveiled two new services. Continuum automatically detects, prioritizes, and fixes code vulnerabilities. Context builds a knowledge graph fr 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI has released the "Record & Replay" feature for its Codex app on macOS: users demonstrate a 工作流 once, Codex converts it into a reusable "skill," and then repeat 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Seven AI agents work together like a newsroom. The "Data Journalist Agent" from Oxford and Stanford turns a CSV file into a finished interactive article with graphics, web 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google Deepmind treats its own AI agents as potential insider threats. The company's new "AI Control Roadmap" ties security measures to measurable AI capabilities, and an 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Adobe is rolling out its "creative agent" across its main Creative Cloud apps and third-party AI platforms like ChatGPT and Claude. Users describe what they want, and the 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Researchers from Nvidia, Carnegie Mellon University, and UC Berkeley are using AI coding agents to teach robots dexterous grasping in the real world. A fleet of eight robo 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Microsoft is weighing a fine-tuned version of Deepseek V4 as a cheaper model option for Copilot Cowork. The company is also switching to usage-based billing, since Copilot 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Anthropic has pulled back its planned billing change for the Claude Agent SDK just before launch. Instead of separate credits, the SDK and third-party apps will keep drawi 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google Cloud's new Open Knowledge Format (OKF) standardizes scattered organizational knowledge as Markdown files with YAML frontmatter, making it portable and usable for A 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：AI coding agents like Claude Code or Codex reliably find the right file but miss most of the critical lines within it. The new SWE-Explore 评测 is the first to test c 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Microsoft and three Chinese universities have developed SkillOpt, a method that optimizes instruction documents for AI agents using principles from traditional model train 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI now lets Codex users bank their rate-limit resets and trigger them manually instead of watching them expire on a fixed schedule. If you hit your usage cap mid-sessi 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI is acquiring Ona, previously known as Gitpod, a startup founded in Kiel, Germany in 2020 that specializes in AI agents and secure cloud development environments for 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google is giving NotebookLM a major upgrade. The research tool now runs on Gemini 3.5 Flash, has its own cloud computer for code execution, and can find sources on its own 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Monthly subscription, open chat, ask question: This is how generative AI used to work. Agentic 工作流 go beyond this model. They consume many times more tokens, run aut 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI is planning the biggest overhaul of ChatGPT since its launch. The chatbot will become a "superapp" bundling coding tools, AI agents, and partner apps like Canva and 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Perplexity's new "Search as Code" architecture dumps rigid search APIs and lets AI models write their own search routines in Python. By letting the agent handle its own fi 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI's new Lockdown Mode for ChatGPT disables web access, Deep Research, and Agent Mode to make data theft through prompt injection attacks harder. The mode doesn't full 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Meta is developing a paid AI agent product called "Hatch" that could cost up to $200 per month. Users describe what they need in simple language, and Hatch builds working 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Alibaba's Qwen team has released Qwen3.7-Plus, a multimodal agent model that combines visual perception, GUI operation, and coding in a single agent loop. In a demo, an ag 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Microsoft CEO Satya Nadella has sharply criticized an internal memo proposing to make users "addicted" to the company's new AI agent Scout. "Not sure who is writing and le 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Bot traffic now outpaces human traffic on the internet, Cloudflare CEO Matthew Prince says, years ahead of his late 2027 forecast. He blames AI agents for the surge. His c 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：According to a Bain survey of 951 companies, almost 40 percent achieved less than 10 percent in AI cost savings, even though most had targeted 11 to 20 percent. One allege 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI CEO Sam Altman outlines the next phase of AI products: a "proactive AI" that runs constantly in the background and acts on its own instead of waiting for user promp 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：At Build 2026, Microsoft announced seven new AI models developed in-house, including its first reasoning model. The company also introduced a new tuning method and an auto 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Nous Research has released Hermes Desktop, an open-source AI agent app under the MIT license. The article Nous Research releases Hermes Desktop, an open-source AI agent f 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Nvidia is attacking Apple Silicon and Qualcomm on Windows laptops with the RTX Spark. The chip combines a Blackwell GPU with an Arm-based Grace CPU and up to 128 GB of sha 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Researchers with typically male names use coding agents more than twice as often as those with typically female names, even within the same discipline and career level, ac 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Leading AI search agents like GPT-5.4 and Kimi K2.6 don't appear to do much actual research on established 评测. They mostly just use the web to confirm what they al 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Nvidia is pushing into the PC market with its own chips as the main processor. The first Windows computers from Dell and Microsoft's Surface line are set to be unveiled ne 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Salesforce says it moved its entire dev org to Anthropic's Claude Code with no token limits and reports massive productivity gains for April 2026: 79 percent more pull req 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：A new review paper argues that the real bottleneck for autonomous AI agents isn't the language model itself but the software layer wrapped around it. Tools, memory, testin 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Anthropic releases Claude Opus 4.8, which beats GPT-5.5 and Gemini 3.1 Pro in most 评测. The model also catches its own coding errors four times more often than its 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Mistral AI is renaming its chatbot Le Chat to Vibe and bundling chat, coding agents and a new Work Mode under one brand. The Work Mode docks onto Google Workspace, Outlook 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Cognition, the company behind AI software 开发者 Devin, has raised over $1 billion at a valuation north of $26 billion. The massive round shows just how much investor m 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Robinhood now lets customers connect AI agents like Anthropic's Claude to a separate investment account via MCP. The agents can trade stocks on their own. US brokerage reg 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Programmer George Hotz warns that AI coding agents will become one of the industry's most costly mistakes. After six months of testing, his verdict: LLMs deliver fast prot 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：When analyzing data, Microsoft Copilot invents country differences where none exist. Mathematician Adam Kucharski fed the tool identical datasets with different country la 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Researchers from UMD, Google, Meta, and other institutions use AutoTTS to let a coding agent independently discover control algorithms for AI reasoning. The algorithm it f 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Deepseek is making the 75 percent discount on its top model V4-Pro permanent. At $0.435 per million input tokens, it's at least 11.5 times cheaper than GPT-5.5 and over 34 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Alibaba's Qwen team releases Qwen3.7-Max, a proprietary model built for long-running autonomous agent tasks. It matches Claude Opus 4.6 on 评测 and beats Chinese riv 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google is testing how well websites handle AI agents through a new experimental category called "Agentic Browsing" in its Lighthouse analysis tool. The article Google chec 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Anthropic is approaching its first profitable quarter, the Wall Street Journal reports - with a projected operating profit of $559 million on $10.9 billion in Q2 revenue. 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Deepseek is building a new team in Beijing to develop its own AI code agent, working title "Deepseek Code," a direct competitor to Claude Code, Codex, and Cursor. Applican 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google Deepmind connects its Genie 3 world model to Street View imagery: users drop a pin on a map and get a walkable, AI-generated world based on a real place. Google's S 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google's Gemini 3.5 Flash is a big step up from its predecessor, but in 评测 testing, it costs 5.5 times as much to run. On agent tasks, total costs even exceed the p 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google is restructuring its AI subscriptions at I/O 2026: three tiers from $7.99 to $99.99 per month with staggered usage limits, new models like Gemini Omni, and the AI a 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Google used its I/O 开发者 conference to unveil a wave of new AI products. The highlights: a new model called Gemini 3.5 Flash, a multimodal model called Gemini Omni, a 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Odyssey has released Agora-1, a world model that lets up to four players act simultaneously in an AI-generated world—tested on the N64 classic GoldenEye. Two separate mode 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Anthropic is expanding Claude Managed Agents with self-hosted sandboxes and MCP tunnels. Companies can now move their AI agents' tool execution into their own infrastructu 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI is merging ChatGPT, its coding agent Codex, and the 开发者 API into a single product team led by Codex boss Thibault Sottiaux. The goal: a "super app" that also 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Oppo's Multi-X team released X-OmniClaw, an open-source agent that runs directly on Android devices and combines camera, screen, and voice to handle tasks in real apps. In 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Researchers at Carnegie Mellon University built a new 评测 that measures how far AI agents can go when exploiting real vulnerabilities in Google's V8 engine. Mythos l 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：A three-person team led by Peter Steinberger keeps about 100 Codex instances running for the open-source project OpenClaw, driving OpenAI API spend to $1.3 million a month 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Elon Musk's AI company x.AI is jumping into the coding agent space with Grok Build, a new terminal-based tool. The article x.AI plays catch-up with Grok Build, its first t 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Thousands of Microsoft 开发者 used Anthropic's Claude Code for programming. Now the company is revoking licenses and betting on GitHub Copilot CLI. The article Microso 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Microsoft has built MDASH, a system that pits more than 100 specialized AI agents against each other to find software vulnerabilities. On Patch Tuesday alone, the system u 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Microsoft is upgrading Edge's Copilot AI chatbot so it can read all open tabs at once, compare products, and summarize articles. New additions include long-term memory, a 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Anthropic is launching "Claude for Small Business," a package of 15 agent-based 工作流 and integrations for tools like QuickBooks, PayPal, and HubSpot. The company is a 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：With Gemini Intelligence, Google is introducing new AI features for Android that automate multi-step tasks, summarize web content, fill out forms, and turn spoken thoughts 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：A Bloomberg investigation shows how generative AI and autonomous agents are supercharging identity theft in the US, from social security number lookups on the darknet to d 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：OpenAI is building a consulting and implementation business. The "OpenAI Deployment Company," internally called DeployCo, is a majority-controlled subsidiary designed to h 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。
原文摘要：Palisade Research shows that AI agents can hack remote computers, copy themselves onto them, and form replication chains. In one year, the success rate jumped from 6 to 81 来源：The Decoder。建议继续查看原文，重点核对它影响的工具入口、成本、风险和真实使用场景。