技术周报 | 2026-05-11

🤖 AI & ML

• GPT-5.5 Instant 主线升级 + System Card — ChatGPT 新默认 openai.com
• GPT-5.5 Instant System Card — 完整安全 / 能力评估 openai.com
• Granite 4.1 3B SVG Pelican Gallery — IBM Apache 2.0 系列 (3B/8B/30B), Simon 跑 pelican benchmark simonwillison.net
• NVIDIA Star Elastic — 一个 checkpoint 含 30B/23B/12B 推理模型, zero-shot slicing reddit.com
• HF co-founder: Qwen 3.6 27B airplane mode ≈ Opus on Claude Code — 1736 upvotes 的 viral 帖 reddit.com
• Qwen 3.6 35b a3b 8GB VRAM + 32GB RAM ~190k context — 社区验证低配跑法 reddit.com
• DeepSeek V4 Pro at home — 社区炫耀帖 207 upvotes reddit.com
• DeepSeek-V4-Flash W4A16+FP8 with MTP self-speculation — 85 tok/s @ 524k 双 RTX PRO 6000 reddit.com
• MTP benchmark: speculative inference 在 coding 加速、creative 减速 — 单变量决定性比对 reddit.com
• EMO: Pretraining mixture of experts for emergent modularity — AllenAI HF blog huggingface.co
• gemma-4-26b-a4b one-shotting three.js — 一致性社区报告 reddit.com
• Hello from 10KM high! - Qwen 3.6 35b a3b 飞机离线跑 — local model 飞行模式段子帖 reddit.com
• vLLM V0 to V1: Correctness Before Corrections in RL — ServiceNow / HF blog huggingface.co
• Adding Benchmaxxer Repellant to the Open ASR Leaderboard — 私有 holdout 数据反 benchmaxx huggingface.co
• Why hasn't longer-horizon training slowed AI progress? — Sean Goedecke — Dwarkesh 题目应答 seangoedecke.com
• Notes from inside China's AI labs — Nathan Lambert — 走访中国主流 lab 综述 interconnects.ai
• The distillation panic — Nathan Lambert 拆"蒸馏攻击"话术 interconnects.ai
• Open weights are quietly closing up - and that's a problem — 维持前沿价格诚意的关键 martinalderson.com
• Running Codex safely at OpenAI — sandboxing/approvals/network policies/telemetry 全栈 openai.com
• Using Claude Code: The Unreasonable Effectiveness of HTML — Simon Willison — 输出 HTML 替代 Markdown simonwillison.net
• Vibe coding and agentic engineering are getting closer than I'd like — Simon Willison — 两条线开始合流 simonwillison.net
• The Roadmap to Mastering Tool Calling in AI Agents — MLM 教程 machinelearningmastery.com
• Implementing Permission-Gated Tool Calling in Python Agents — MLM 实操 machinelearningmastery.com
• Implementing Statistical Guardrails for Non-Deterministic Agents — MLM agent 测试 machinelearningmastery.com
• Agentic RAG Explained in 3 Levels of Difficulty — MLM 入门 machinelearningmastery.com
• Asimov's three laws are merely a suggestion — idiallo 论 Asimov 三定律不适用 LLM agent idiallo.com
• AI didn't delete your database, you did — idiallo — 反驳 Cursor 误删生产库 viral tweet idiallo.com
• Our AI started a cafe in Stockholm — Andon Labs — Project Mona 现场实验 andonlabs.com
• Breaking: Autonomous Agents are a Shitshow — Gary Marcus garymarcus.substack.com
• GenericAgent (170 stars/day) — self-evolving agent, 3.3K seed → full system, 6x less token github.com/lsdefine/GenericAgent
• everything-claude-code (1011 stars/day) — agent harness performance optimization github.com/affaan-m/everything-claude-code
• addyosmani/agent-skills (1092 stars/day) — production-grade agent skills github.com/addyosmani/agent-skills
• bytedance/UI-TARS-desktop (656 stars/day) — 多模态 agent 栈 github.com/bytedance/UI-TARS-desktop
• OpenAI: Advancing voice intelligence with new models in the API — Realtime-2 全家桶 openai.com
• [AINews] GPT-Realtime-2, -Translate, -Whisper: new SOTA realtime voice APIs — Latent Space 评论 latent.space
• How OpenAI delivers low-latency voice AI at scale — WebRTC stack 重建 openai.com
• Quoting Luke Curley — WebRTC drops your prompt — 语音 stack 实战吐槽 simonwillison.net
• [AINews] Anthropic 增长 10x/year, 其他大厂裁员 >10% — 反差信号 latent.space
• [AINews] Anthropic-SpaceXai Colossus deal: 300MW/$5B/yr, ARR 8000% — Latent Space 深度 latent.space
• [AINews] Silicon Valley gets Serious about Services — services 是 AI 下个机会 latent.space
• [AINews] The Other vs The Utility — Clippy vs Anton 之争 — AI character 取向 latent.space
• Y Combinator's Stake in OpenAI: ~0.6% — Daring Fireball 反推 ~$5B daringfireball.net
• Google Owns a Big Chunk of Anthropic — NYT 法庭文件 gift link nytimes.com
• Anthropic Executive 一年前: Fully AI Employees Are a Year Away — Axios 旧文回顾 axios.com
• Testing ads in ChatGPT — 清晰标注 + privacy 控制 openai.com
• New ways to buy ChatGPT ads — beta self-serve Ads Manager + CPC openai.com
• How frontier firms are pulling ahead — OpenAI B2B Signals — 企业 AI 采纳报告 openai.com
• OpenAI + PwC: reimagine office of CFO — 财务工作流自动化 openai.com
• Uber uses OpenAI for drivers/riders — 司机 voice + 车主 AI 助手 openai.com
• Parloa builds service agents — voice 客服垂类 openai.com
• Singular Bank: 60-90 min/day saved — 私人银行 GPT + Codex 内部助手 openai.com
• Simplex rethinks software development with Codex — 软件研发提效 openai.com
• Introducing ChatGPT Futures: Class of 2026 — 26 学生 founder openai.com
• Premium: AI's Circular Psychosis — Ed Zitron wheresyoured.at
• Premium: The AI Compute Demand Story Is A Lie — Ed Zitron wheresyoured.at
• Am I Meant To Be Impressed? — Ed Zitron wheresyoured.at
• The war between fast and legitimate is here — Joan Westenberg joanwestenberg.com
• The growing AI backlash — Gary Marcus garymarcus.substack.com
• Agents and ROI — Gary Marcus — 引 MIT 报告 garymarcus.substack.com
• Breaking news: "they hadn't figured out how OpenAI would pay for it" — Gary Marcus garymarcus.substack.com
• Misplaced panic over AI progress — Gary Marcus — 拆 METR time horizon graph garymarcus.substack.com
• Claude Mythos broke METR graph — Reddit reddit.com
• AI makes weak engineers less harmful — Sean Goedecke seangoedecke.com
• The left-wing case for AI — Sean Goedecke seangoedecke.com
• Anthropic 8000% ARR 增速 — 周内最强 traction 数据 (Latent Space 与多家引用)
• What matters at the Musk-OpenAI trial — Gary Marcus garymarcus.substack.com
• Doing Vibe Physics — Alex Lupsasca / OpenAI — GPT-5.x 推导量子引力新结果 latent.space
• Local AI needs to be the norm — HN 400 upvotes unix.foo
• Maryland $2B power grid for AI data centers — HN 80 upvotes 政策侧 tomshardware.com
• Meta capturing employee mouse movements/keystrokes for AI training — Reuters reuters.com
• Scaling Trusted Access for Cyber with GPT-5.5 / GPT-5.5-Cyber — 防御方专属 openai.com
• How ChatGPT learns about the world while protecting privacy openai.com
• Introducing Trusted Contact in ChatGPT — self-harm 风险联系信任人 openai.com
• Advancing youth safety in EMEA — 欧洲青少年安全 blueprint openai.com
• Signals: most informative agent traces without LLM judges — r/ML 评估方法 reddit.com
• Getting a feel for how fast X tokens/second really is — r/LocalLLaMA 直觉化对比 273 upvotes reddit.com

🔧 工具 & 开发

• OpenAI MRC (Multipath Reliable Connection) — 训练集群网络协议 OCP 开源 openai.com
• Redis array type: short story of a long development — antirez — 4 个月研发, 配套 PR antirez.com
• Redis Array Playground — Simon Willison — 新 AR* 命令交互沙盒 simonwillison.net
• TRE Python binding — ReDoS robustness demo — Simon Willison simonwillison.net
• Notes on incidents — Sean Goedecke — incidents 哲学 / war stories 反思 seangoedecke.com
• Straightforward checklists don't fit every situation — Chris Siebenmann — 周末停电恢复中的 checklist 失效 utcc.utoronto.ca
• omlx (187 stars/day) — Apple Silicon LLM inference, menu bar 管理 github.com/jundot/omlx
• Pushing Local Models With Focus And Polish — Armin Ronacher lucumr.pocoo.org
• I made Claude Code aware of its own usage limits — Reddit reddit.com
• Steering Zig Fmt — matklad matklad.github.io
• SQLAlchemy 2 In Practice — Chapter 7: Asynchronous SQLAlchemy — Miguel Grinberg blog.miguelgrinberg.com
• Splitting up my .emacs — Chris Siebenmann utcc.utoronto.ca
• Some views on Eglot and lsp-mode — Chris Siebenmann utcc.utoronto.ca
• Notes on using GNU Emacs' Tramp — Chris Siebenmann utcc.utoronto.ca
• Using a Python 3 LSP server with Python 2 code works (more or less) utcc.utoronto.ca
• New Logic for Programmers 0.14 — Hillel Wayne buttondown.com
• Fizz Buzz Through Monoids entropicthoughts.com
• Flower: an SSG with a Clojure template language jyn.dev
• Article previews in RSS — Emacs Lisp 生成 RSS preview entropicthoughts.com
• GitHub Repo Stats tool — Simon Willison — mobile 上看 commits simonwillison.net
• Big Words tool — Simon Willison — vibe coded macOS 演示工具 simonwillison.net
• llm-gemini 0.31 — Gemini 3.1 Flash-Lite GA simonwillison.net
• datasette-llm 0.1a7 — 模型默认参数配置 simonwillison.net
• llm-echo 0.5a0 — 伪 LLM 测试 plugin simonwillison.net
• datasette-referrer-policy 0.1 — Datasette security misc simonwillison.net
• The linear algebra of bit twiddling — John D. Cook johndcook.com
• Reverse engineering Mersenne Twister with Linear Algebra johndcook.com
• Calculating curvature johndcook.com
• Smoothed polygons johndcook.com
• Triangular analog of the squircle johndcook.com
• The mythology of category theory johndcook.com
• Unified config files — John D. Cook johndcook.com
• Changing one character in a PDF (+10 bytes) johndcook.com
• Developing more confidence when tracking renames via ReadDirectoryChangesW — Old New Thing devblogs.microsoft.com
• When you upgrade your resource strings to Unicode, don't forget L prefix — Old New Thing devblogs.microsoft.com
• Why not have API behavior depend on the SDK you link against? — Old New Thing devblogs.microsoft.com
• A dispute over the TAB key — Microsoft vs IBM org structure — Old New Thing devblogs.microsoft.com
• How do I inform Windows that I'm writing a binary file? — Old New Thing devblogs.microsoft.com
• Detecting (or not) the use of -l and -c together in Bourne shells utcc.utoronto.ca
• Linux distros 不再 auto-generate SSH host keys utcc.utoronto.ca
• Monitor your devices with LibreNMS on FreeBSD it-notes.dragas.net
• Maybe you shouldn't install new software for a bit — Xe Iaso — Linux kernel vuln 警示 xeiaso.net

🔐 安全

• Canvas Breach Disrupts Schools & Colleges Nationwide — Krebs — 275M 学生 / 9000 学校 krebsonsecurity.com
• Troy Hunt Weekly Update 502 — ShinyHunters 持续战果 / 杠杆论 troyhunt.com
• CloakBrowser (567 stars/day) — stealth Chromium / Playwright 替代, 30/30 bot detection tests passed github.com/CloakHQ/CloakBrowser

🌐 平台 / 商业 / 社会

• Software as the Product of Obsession Times Voice — Gruber daringfireball.net
• 2026.19: Earning & Spending — Stratechery 周综述 stratechery.com
• Microsoft Earnings, Apple Earnings — Stratechery — MSFT agentic business model 出炉 stratechery.com
• Google Earnings, Meta Earnings — Stratechery — 货币化进度对比 stratechery.com
• Amazon's Durability — Stratechery — AWS 推理时代位置 stratechery.com
• Interview with Joanna Stern About Living With AI — Stratechery stratechery.com
• Apple Settles $250M Class Action over un-shipped Siri AI features 9to5mac.com
• Apple Cuts More Mac Studio/Mac Mini RAM Options — 内存短缺持续 macrumors.com
• HomePod mini feels like magic — Jeff Geerling — stereo pair 良好时机评 jeffgeerling.com
• ScopeXR Vision Pro 白内障手术 — 首例混合现实白内障手术 prnewswire.com
• Adobe's 'Modern' UI Is Just Webpages — Nick Heer pxlnv.com
• Photoshop's 'Modern UI' Sucks — Marcin Wichary unsung.aresluna.org
• App Store Search Ads and the Slippery Slope — Think Tap Work blog.thinktapwork.com
• Claris CEO on FileMaker in the Age of Agentic Coding claris.com
• Commits on GitHub Are Up 14× Year-Over-Year — Gruber daringfireball.net
• Vectrex game console sunk a 124-year-old company dfarq.homeip.net
• First desktop computer: Datapoint 2200 dfarq.homeip.net
• Intel Pentium II introduced May 7, 1997 dfarq.homeip.net
• Dell buys Alienware, May 8, 2006 dfarq.homeip.net
• Adobe's subscription model — 13 周年回顾 dfarq.homeip.net
• Madame Semver Will See You Now — nesbitt nesbitt.io
• The Mismeasure of Open Source — nesbitt nesbitt.io
• Weekend at Bernie's — nesbitt — 依赖里"戴着墨镜"的死项目 nesbitt.io
• Free as in Tribbles — nesbitt nesbitt.io
• Revisiting the 2015 Open Source Census — nesbitt nesbitt.io
• Package Manager Threat Models — nesbitt nesbitt.io
• Package Manager CWEs — nesbitt nesbitt.io
• The Real Singularity is the Friends We Made Along the Way — geohot geohot.github.io
• Outrage is letting someone else set the frame — Joan Westenberg joanwestenberg.com
• Emotional regulation is a dying art — Joan Westenberg joanwestenberg.com
• The Bold Ones Win — Tedium / Ted Turner tribute feed.tedium.co
• The Impossible Things We Have to Believe — berthub berthub.eu
• George Orwell's review of Russell's Power — berthub berthub.eu
• The Intolerable Hypocrisy of Cyberlibertarianism — Mat Duggan matduggan.com
• How Long Do We Wait for New Inventions? — Construction Physics construction-physics.com
• Reading List 05/09/2026 — Construction Physics construction-physics.com
• Content for Content's Sake — Armin Ronacher — AI 时代语言演变 lucumr.pocoo.org
• 29th August 2026: a scenario — Martin Alderson — 云安全虚构场景 martinalderson.com

🗒️ 长期 / 文化 / 个人写作

• RSS Feeds Send Me More Traffic Than Google — shkspr shkspr.mobi
• I Will Not Add Query Strings to Your URLs — susam susam.net
• From RSS to Atom — susam susam.net
• Wander Console 0.6.0 — susam susam.net
• Links to CSS colour palettes — Julia Evans jvns.ca
• Hi stranger — idiallo idiallo.com
• Notes on the Hantavirus Outbreak — borretti borretti.me
• Extremely low frequencies — computer.rip computer.rip
• Book Review: The Names by Florence Knapp shkspr.mobi
• Prolost Watches 1.0 — 手表收藏 app prolost.com
• Pedometer++ 8.0 — David Smith — watchOS 地图 6 年打磨 david-smith.org
• Chess Peace iOS game — 把所有棋子摆到互不威胁的逻辑游戏 chesspeace.app
• Quoting John Gruber on YC's OpenAI stake simonwillison.net
• Quoting Andrew Quinn — 3GB SQLite → 7MB FST 趣事 simonwillison.net
• Quoting Andy Masley on data center land use simonwillison.net
• April 2026 newsletter — Simon Willison simonwillison.net
• MachinaCheck: Multi-Agent CNC Manufacturability System on AMD MI300X — HF 黑客松 huggingface.co
• Pluralistic 系列 4 篇 — Cory Doctorow — Trump 政策 / bubble 评论 / Lee Lai 漫画 / 后美国世界三军 pluralistic.net