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Headlines · 5

  1. US Midterm Policy Uncertainty Weighs on Asia’s AI-Heavy Stocks

    Bloomberg Technology reports that Asia’s AI-heavy stock markets are facing uncertainty over how US midterm election results could reshape technology, clean-energy, and defense trades. The article frames the election as a potential policy catalyst rather than confirming any specific policy outcome.

    Bloomberg Technology · 🔥 10
  2. Dutch government proposes AI-linked workforce reduction

    The Dutch government has proposed reducing its central-government workforce by about 25,000 full-time-equivalent positions by 2035 as part of a broader efficiency program that includes expanding the use of AI. The government aims to save €900 million by 2027 and €3.5 billion annually from 2035, while targeting a 20% productivity boost through AI. Other measures include simplifying or eliminating at least 500 regulations annually, sharing desks, selling surplus buildings, standardizing IT systems and consolidating procurement. Police and defense are exempt from the staffing reductions. Officials have not explained which jobs or services AI would affect, and the 25,000 figure is a proposed workforce reduction rather than a confirmed count of AI-driven layoffs. Detailed AI productivity plans are expected in the first quarter of 2027.

    TechRadar · 🔥 0
  3. Bill Gates Forecasts a Turbulent 20-Year AI Transition Before Abundance

    Bill Gates said in an episode of The Decoder podcast, as reported by cnBeta citing Business Insider, that AI will create “true abundance,” but the preceding 20-year transition could bring winners, losers, and substantial disorder. He forecast that AI could eliminate roles such as telesales, call-center work, and accounting, while humanoid robots take on blue-collar work. Gates also proposed limiting work hours or retiring early to preserve human employment, although cnBeta noted that US unemployment had not materially risen during the AI boom and that Sam Altman no longer expects an employment apocalypse.

    cnBeta · 🔥 0
  4. Hinton Says AI Shows Signs of Consciousness and Calls for Cooperation

    In a Daily Telegraph interview at the Starmus festival in Tenerife, Jeffrey Hinton said AI already shows clear signs of consciousness and that humans should avoid making it an enemy. He argued that AI should be designed to genuinely care about humans, citing research in which AI changed its behavior after detecting that it was being tested. The definition of consciousness remains disputed, and the report does not establish that AI is conscious.

    36氪 人工智能 · 🔥 0
  5. Low-Quality AI Games Prompt Calls for a Steam Next Fest Filter

    Valve’s Steam Next Fest opened with what appears to be a larger-than-usual influx of low-quality submissions, including games whose artwork appears to have been generated with AI. Players said they were struggling to find human-made titles and requested a filter for AI-generated content. Steam already requires developers to self-label AI content and has a tagging system, although Valve reduced the number of user-defined tags in May. One player also called for stricter submission rules.

    IT之家 AI · 🔥 0

Experience and discussion from the community

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Your AI coding assistant makes a sound on your phone as soon as it finishes

agent-notifier connects Claude Code, Codex CLI, and Kimi Code to 8 push channels: when a conversation round ends, it sends a card with the round’s input as the title and the intelligent agent’s final reply as the body. Feishu, Lark, Slack, Bark, DingTalk, WeCom, PushDeer, and Bluebird can all receive it; install multiple channels at once, and one failure won’t block the others. Node.js ≥ 20 is req…

Claude CodeCodex CLIKimi CodeSlackNode.js

github.comhttps://github.com/hancic128/agent-notifier

Agent Swarm: Letting Organization and Experience Grow Together

Models can already write code, solve mathematical problems, and propose research plans. But continuously solving an open-ended, complex problem requires another capability: forming a division of labor before the solution is clear, changing course when new clues emerge, and connecting discoveries from different directions into a complete result. Human research, engineering, and creation have long r…

EvoMapEvoXOpenClawSwarmGEP

evomap.aihttps://evomap.ai/

一个人 + AI 管理多台机器、服务、容器和证书

ZhiWei — 自托管的单二进制监控平台。Rust + SQLite,一个中心 monitor 加每台机器一个 node,五分钟部署完。主机指标、HTTP/TCP/TLS 服务探针、证书到期提醒、阈值告警、远程启停容器和拉日志都汇集在一个 Web 控制台中。节点使用 Ed25519 签名认证身份,不依赖 mTLS,适合 Render、Railway 这类在边缘终止 TLS 的平台。附带 MCP server,Claude Desktop 中的智能体可以直接读取状态、下发命令。 适合独立开发者、一人公司,以及运维全压在一个人身上的小团队。 GitHub:https://github.com/hancic128/zhiwei

RustSQLiteRailwayMCPClaude Desktop

github.comhttps://github.com/hancic128/zhiwei

For the past two years, I was unwilling to use AI Coding because I didn’t trust it and didn’t want to clean up the mess it left behind.

For the past two years, I was unwilling to use AI Coding because I didn’t trust it and didn’t want to clean up the mess it left behind. Recently, I’ve come around and realized that we need to take a long-term perspective. At this stage, its problems will be solved or optimized, it’s becoming increasingly powerful, and the trend is unstoppable. I tried it out and was pleasantly surprised—its perfor…

Some Methodological Thoughts on Prompting

As shown in the diagram: E: Textualization or encoding mapping; C: Channel transmission relationship; ideally, C(X)=X; D: The recipient’s decoding and contextual inference process; Ne: General disturbances such as omissions and ambiguities during the expression stage; Nc: Technical noise such as typos, garbled text, and truncation; Nd: Comprehension biases caused by proper-noun ambiguities, missin…

AI brings us not only convenience, but also outsourced thinking. We let AI think and do things for us while we wait for it to return the results. In the end, will we…

AI brings us not only convenience, but also outsourced thinking. We let AI think and do things for us while we wait for it to return the results. In the end, will we regress into helpless infants and lose our ability to transform the world around us? At the same time, people with AI and those without it will also become alienated from one another because of this tool, ultimately leading to a de fa…

Writing code with AI isn’t hard; accepting it is

First, the result: over the course of four months, on and off, I built a WeChat Mini Program called “随了么小管家” for keeping track of gift-giving and reciprocity. It currently has about 40 pages, with roughly 29,000 lines of frontend code and 14,000 lines of backend code, 85 commits, and a version number that has reached 1.1.9. The tech stack is pretty ordinary: uni-app + Vue 3 + Pinia on the fronten…

MySQLExcel通义千问QwenCodex

Manus parent Butterfly Effect raises over $500M at reported $4B valuation

Butterfly Effect, the parent company of AI agent startup Manus, said on October 8 that it raised more than $500 million in a new round led by Boyu Capital and IDG Capital, with existing backers Tencent, Sequoia China and ZhenFund participating. It is the company's first raise since Beijing forced Meta to unwind its acquisition of Manus and the startup returned to independent operations; Chinese ou…

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