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Steve Yegge@Steve_YeggeAI score22
宝玉@doteyAI score7171SemiAnalysis 实测 Anthropic、OpenAI 等九家 AI 订阅套餐后得出,同样 200 美元,Claude 订阅折算的 Token 用量约为 OpenAI 的 5 倍。
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QuotedSemiAnalysis@SemiAnalysis_Anthropic Subscriptions Offer 5x+ More Value Than OpenAI Limit testing every AI subscription plan from Anthropic, OpenAI, Meta, SpaceXAI, MiniMax, Moonshot, Zdotai, Cursor, and Cognition https://newsletter.semianalysis.com/p/anthropic-subscriptions-offer-5x
宝玉@doteyAI score7171据 The Information 10 月 5 日报道,Meta 和微软都在减少员工内部使用 Anthropic 的 Claude,转向自家模型和工具。
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QuotedNIK@ns123abc🚨BREAKING: Microsoft and META are aggressively cutting employee use of Claude ahead of Anthropic's IPO Microsoft has cut internal claude spend by more than 33%, nuked per-employee token budget from $100k/month to $10k/month, and forced Copilot to auto-route to cheaper models META used Claude code to build Muse, then cut active users from 60,000 to 30,000 (50% decline) after launch, and replaced it with Muse Code Palantir and Nvidia are also scaling back claude over soaring prices and data privacy fears it’s OVER…
dex@dexhorthyAI score4040Dex Horthy 给 @humanlayer_dev 的上下文工程建议:会话在压缩或新开时丢失上下文,应把所有上下文和决策写进 artifacts 里的文档(设计。
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宝玉@doteyAI score6767OpenAI 在 28 天更新的第 1 天宣布,通过 ChatGPT 订阅使用 GPT-6 Astra 和 GPT-6.1 Sol 时默认速度提升约 50%,用户无需改设置,两小时内生效。
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QuotedTibo@thsottiauxDay 1/ We have optimized the default speed to be ~50% faster across GPT-6 Astra and GPT-6.1 Sol through the subscription across all our products and partners using Sign in With ChatGPT (including OpenCode, Pi, Amp, Devin, ...). No changes needed on your end and this should be felt within the next two hours.
宝玉@doteyAI score6262OpenAI 宣布未来几周内对欧盟用户在 ChatGPT 和 Codex 生成的文字加入不可见水印,以满足欧盟《人工智能法案》要求,API 用户可在全球范围自行开启,默认关闭。
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QuotedOpenAI@OpenAIWe're expanding our approach to content provenance to include text in response to EU regulatory requirements, while recognizing the significant limitations of current text watermarking technology. Our tools already help verify whether an image or audio file was created with our models. This work builds on those efforts to help people better understand when content may have been generated or edited with an OpenAI model. In the EU, we’ll start watermarking eligible text from ChatGPT and Codex over the coming weeks to comply with the EU AI Act. Customers using our API can turn on text watermarking for select models worldwide today.
宝玉@doteyAI score7070amontlabs/lcu 把 Codex 的 Computer Use 单独拆出,让 Claude Code、Codex CLI、Pi 等 Agent 工具通过 MCP 调用。
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Quoted向阳乔木@vista8发现一个牛逼的东西,让任意 Agent 调用 Codex 的 Computer Use。 Codex 最强的就是 Computer Use。 但最近用 Claude Opus 5.5比较多,这样就强强联合了。 刚测试通过,安装后建议配置个 Hook,指定白名单可控制哪些 App 安装地址见评论区
GitHub Blog · CopilotSelectedAI score6666 GitHub 发布 AI 代码评审开放基准 ReviewBench
GitHub 发布代码评审离线基准 ReviewBench,基于 1.039 亿个 GitHub PR 的分布特征,构建了覆盖 19 种语言、219 个公开 PR 的评测集,并公开数据集、评分规则与 LLM 评审模型配置。
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Why it matters: GitHub 公开了 AI 代码评审基准的数据集、评分规则与评测入口,读者可据此对比不同评审智能体。
AI Hero · Skills UpdatesSelectedAI score6262 AI Hero Skills v1.3 released: new /implement-spec, /pr, and /retro skills, and CONTEXT.md renamed to GLOSSARY.md
AI Hero Skills v1.3 is out, adding three skills—/implement-spec, /pr, and /retro—and extending the main flow from /grill-with-docs → /to-spec → /to-tickets into implementation, PRs, and retros.
Why it matters: The author rounds out the skill set into a full path from writing specs to PRs and retros, and lays out the trade-offs at each step along with the rough edges they already know about.
Addy Osmani@addyosmaniAI score3838Awaiting translation
Shreya Shankar@sh_reyaAI score2828Awaiting translation
Quoteddex@dexhorthyAI and GTM at Rippling: 🦄 ai that works with @vaibcode and @JohnKutay https://x.com/i/broadcasts/1XxygwaqOpyGM
宝玉@doteySelectedAI score8282Quotedlauren@potetoi had a lot of fun chatting with @mattpocockuk today about how i was able to land 2,500 PRs last month! Matt is a wonderful interviewer so i think the interview turned out really interesting both of our skill plugins work great together, so i recommend giving both a try and picking the best skills that suit your workflow https://www.youtube.com/watch?v=MN9dGgmLyso
Why it matters: Using Lauren Tan's practice of merging 2500 PRs in a month, Baoyu explains that skipping individual reviews rests on validation Skills and rule constraints, and lays out the conditions under which he'd apply the same approach.
Thorsten Ball · Register SpillAI score1212 Joy & Curiosity #102:Gemini 4 Argon 智能体优化数据中心内存,GLM-5.3 可绕过安全防护
Google 发布 Gemini 4 Argon,其 Argon 智能体团队通过分析全集群性能遥测数据自主识别并应用内存优化,上线后释放超 300 TiB 内存,预计总节省 500 TiB 至 1 PiB。
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geoff@GeoffreyHuntleyAI score2020Awaiting translation
宝玉@doteyAI score6666Awaiting translation
QuotedAdrienne LaFrance@AdrienneLaFNew in The Atlantic: @dgrobinson resigned this week. He was among the longest-tenured employees at OpenAI—and oversaw safety reports on 12 frontier launches. He is very worried: “The time for trial and error is over.” You can read his essay here: https://www.theatlantic.com/technology/2026/10/openai-safety-team-resignation/688881/?gift=1ga2TvL-DbuHDQIcYF7oR4o908Fsjxr4NFLlsptkfP8
Ben Holmes@BHolmesDevAI score5858Awaiting translation
Matt Pocock@mattpocockukAI score4040
Sebastian Raschka@rasbtAI score3838Sebastian Raschka 发布"Reasoning from scratch"系列第 6 期,讲解并实现可验证奖励强化学习(RLVR)与组相对策略优化(GRPO)。
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Steve Yegge@Steve_YeggeAI score2222Awaiting translation
宝玉@doteyAI score6262剑桥大学 AI 科学与政策项目(CASP)9 月发布一篇论文,Hinton、Bengio 等 20 多位研究者联名讨论 AI 研发被自动化后是否会引发智能爆炸,Hinton 在 X 上推荐了该论文。
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QuotedGeoffrey Hinton@geoffreyhintonThe idea of an intelligence explosion caused by recursive self improvement has been around for a long time but until very recently it did not seem imminent. Now many leading researchers think it may happen quite soon. You can read our paper about it here: https://casp.ac/reports/intelligence-explosion
OpenAI Developers@OpenAIDevsAI score3232Awaiting translation
宝玉@doteyAI score2626宝玉尝试用 Opus 5.5 制作吃瓜视频,素材搜集、配音(Gemini 3.8 Flash TTS,自备 API Key)全由模型完成,产出英文和中文两个版本。
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QuotedShivon Zilis@shivonIt’s hard to go from in love to let go in a week with no warning, but that’s just how it is sometimes 🤷🏻♀️ I feel happy that I got to show Elon how it feels to be deeply understood, nurtured, and peacefully loved with stability and gentleness. Given the tumultuous nature of his early life, his often tortured soul, and how hard he fights for humanity I wanted him to feel the deepest and most stable form of love this world can provide. My heart is full knowing I got to do that, and I hope it leaves a lasting good effect. We were always his safe space. A place where all of us were overjoyed to see him and one that was always full of happiness and love, not war, in contrast to his otherwise militant existence (a needed break from the battlefield where he could recharge his heart and soul before heading back out) I loved being that counterbalancing place of safety, sense of calm, and love — and delighted in bringing a smile back to his face when he was down. I will miss him dearly. I’ve loved him more than life itself and he’s taught me 100 lifetimes of knowledge and made my cup overflow with life meaning, so there is a lot of loss, but luckily we created four beautiful little loves of my life ❤️❤️❤️❤️ I am so beyond grateful for our children and they make every single day the best day of my life! I do hope and pray he and I can be great friends and coparents. I’m hurting, but care deeply about E and will always be cheering for his happiness. God speed, Elon, the world is lucky to have you.
Matt Pocock@mattpocockukAI score2828Awaiting translation
Andrej Karpathy@karpathyAI score5454Karpathy 认为随着大语言模型变强,人的工作会更多上升到监督和理解层面,他分享了几个让模型输出更易读的技巧。
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Shreya Shankar@sh_reyaAI score3636Awaiting translation
Ben Holmes@BHolmesDevAI score6666Awaiting translation
Lovable · BlogAI score4040 Lovable 披露 TanStack Start 漏洞 CVE-2026-102989 并已部署防火墙防护
Lovable 安全团队在 TanStack Start 中发现漏洞 CVE-2026-102989,攻击者可用特制链接让受影响应用在访客浏览器中执行非预期 JavaScript。
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Lovable · BlogAI score4040 Lovable 与 Microsoft 合作:把构建的应用跑在公司自己的 Microsoft tenant 里
Lovable 与 Microsoft 合作,让用户构建的应用发布到企业自己的 Microsoft tenant,使用工作账号登录并由 IT 统一管理。
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Sebastian Raschka@rasbtAI score2222Awaiting translation

Thorsten Ball · Register SpillAI score4848 Thorsten Ball 谈 AI 智能体时代编程语言与框架的走向
Thorsten Ball 在 Register Spill 的 Joy & Curiosity #101 中提出,框架已不再是最大的开发者生产力杠杆,AI 智能体比它大一百倍,语法和工具易用性也不再重要。
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GitHub Blog · CopilotAI score3838 GitHub Copilot 应用入门:如何用 canvases 构建自定义工作流
GitHub Copilot 应用中的 canvas(画布扩展)是一种用户与智能体共享的可定制界面,可做成看板、issue 分诊板、发布清单或仪表盘。在 agent 会话中输入 /create-canvas 并用自然语言描述工作流,智能体即可生成界面并在右侧面板打开,无需手写代码或调整布局。
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Boris Cherny@bchernyAI score6060Awaiting translation
QuotedNoah Zweben@noahzwebenClaude Tag in Slack can now use your personal connectors! You can now securely access that Drive doc, Salesforce account, or Warehouse table that you have personal access to right where the work happens. Avail. on Teams today and Enterprise next week https://claude.com/blog/claude-tag-now-supports-personal-connectors-in-channels
GitHub Blog · CopilotAI score3434 GitHub Copilot 的 canvas:当聊天框不是与 AI 协作的正确界面
GitHub Copilot 应用推出 canvas,一种运行在应用内、无浏览器外壳的全栈小应用,可与 Copilot 智能体双向通信,也能在本地执行代码。作者认为 chat 只适合作为通用兜底界面,用户明确任务时更该让智能体生成可复用工具,例如用 canvas 管理 Winget 包或直接操作 SQLite 数据库,避免把 token 浪费在“stage and commit”这类操作上。
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Lovable · BlogSelectedAI score7171 Lovable ships Chats, and opens up the trajectory and inbox architecture behind its multi-agent collaboration
Lovable launches Chats, an agent that runs at the workspace level, can hold conversations across projects and trigger builds; once changes are confirmed, it hands the task off to the project's builder agent and brings progress back into the conversation.
Why it matters: Lovable shares the three-layer architecture behind Chats—trajectory, inbox, and activation—which you can adapt for your own multi-agent orchestration.
Lovable · BlogAI score3636 Lovable 聊天功能免费开放,可对话探索应用创意与改进
Lovable 聊天功能现已免费开放,Free、Pro 和 Business 工作区每天都有免费聊天额度。用户可以让它评估该做哪个创意、把客户反馈整理成计划,或分析已上线应用的代码和 Lovable Cloud 数据库用量。聊天在生成图片、视频或转交 Plan、Build 时仍照常消耗 credits,当前聊天定价(含每日免费额度)适用至 2026 年 10 月 31 日。
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GitHub Blog · CopilotAI score3434 GitHub Copilot 应用如何渲染超大 pull request
GitHub Copilot 应用重建了 pull request 视图,用一个含 2,200 个文件、超 100 万行改动、400 多条行内评论的开源 PR 做验证。代码行沿用“绘制前高度已知”的虚拟化方案,评论等动态块则改为懒测量、高度有界,并把文档高度拆成确定性的代码高度与动态块高度两个独立域,避免滚动跳变。
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Steve Yegge@Steve_YeggeAI score2222Awaiting translation
Cursor · ChangelogSelectedAI score6262 Cursor Launches Two Bots: Rollouts and Security Review
Cursor has released two bots, Rollouts and Security Review, both available on Team and Enterprise plans.
Why it matters: The official docs cover the monitoring and security review workflows for both bots, so readers can judge whether they fit into their existing delivery pipeline.
Boris Cherny@bchernyAI score5858Boris Cherny 用 Opus 5.5 配合 Lean 对 Claude Agent SDK 做形式化验证,几段简短提示词换来 16 个 PR,修复了多个 bug 和竞态条件。
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Lovable · BlogSelectedAI score6060 Lovable Ships Opus 5.5: Faster Builds, Quality on Par with Opus 5
Lovable has shipped Opus 5.5, which the company says matches Opus 5 in results while cutting the number of steps by one-third to one-half. On Lovable's internal benchmarks, Opus 5.5 ties Opus 5 on 0-to-1 builds and iterative code changes, and comes out 4% to 6% ahead on validation discipline; across all reasoning effort levels, steps per task drop by 26% to 57% and input tokens fall by 21% to 59%, with the differences significant at the 95% confidence level.
Why it matters: Lovable shares official comparison data between Opus 5.5 and Opus 5 on step counts and tokens, so readers can judge the real change in build efficiency.