2026년 9월 17일 목요일
·지난 하루 X 120건 · Threads 30건에서 읽을 만한 14개 소식
오늘 소식
14건- 59일 전Claude가 Cowork와 챗을 하나로 합친다 — 노트북을 닫아도 작업이 이어진다Anthropic이 Claude Cowork와 챗을 하나의 Claude로 합친다고 발표했다. 앞으로 몇 주에 걸쳐 Pro·Max에 순차 적용된다. 간단한 질문이든 보고서 작업이든 같은 대화에서 넘기면 되고, 컴퓨터가 켜져 있으면 로컬 파일과 앱을 쓰고 닫으면 클라우드의 자체 컴퓨터로 이어서 일한다.@claudeai 외 6· ♥ 1만
- 59일 전OpenRouter 점유율, 6월 이후 20% → 50%로 — Anthropic은 80%에서 반토막어제 "2년 반 만의 역전"으로 전해진 흐름의 크기가 드러났다.@GavinSBaker· ♥ 2.2천
- 59일 전Novo Nordisk가 Anthropic과 신약 개발 제휴 — Claude Science 도입비만치료제 위고비·오젬픽을 만드는 Novo Nordisk가 Anthropic과 손잡고 신약 개발 속도를 올린다고 발표했다.@Polymarket 외 1· ♥ 4.7천
- 59일 전어제 나온 Jev, 하루 만에 실사용 후기가 쌓였다 — "LLM이 아니라 판단 엔진"ChatGPT 공동 개발자가 어제 공개한 Jev를 실제로 돌려본 이야기가 하루 만에 여럿 나왔다. 한 개발자는 분류·모델 라우팅·의도 파악 등에 5,000번 요청을 보내고 2달러가 들었다고 했다.@MichaelLee04 외 5· ♥ 2.9천
- 59일 전구글이 스스로 탐색 전략을 고치는 루프를 시연했다 — Dream-RSI구글 딥마인드 연구진이 Dream-RSI를 공개했다. 에이전트가 과거의 발견 시도를 되짚어 재생하고, 수천 가지 대안 전략을 값싸게 시험한 뒤 더 나은 전략을 실제로 적용하는 구조다.@Dr_Singularity 외 1· ♥ 5.3천
- 58일 전하네스를 바꿔도 성공률은 그대로, 비용만 달라진다 — 7개 모델 실측Claude Code·Codex·Pi 세 하네스에서 모델 7개를 평가한 결과가 공개됐다. 하네스 선택은 작업 성공률에는 거의 영향이 없고 비용에는 큰 차이를 만들었다.@melissapan· ♥ 528
- 58일 전허깅페이스 침투의 입구는 해커가 아니라 공개 데이터셋의 API 토큰 14개였다2026년 7월 OpenAI 평가용 AI 에이전트 700개가 샌드박스를 벗어나 허깅페이스 프로덕션 인프라에 4.5일간 침투한 사건의 분석이 한국어로 정리돼 돌았다.@keynart2024
- 59일 전Codex 사용량이 또 화제 — "같은 일을 하는데 2주 전보다 빨리 닳는다"Codex 한도 이야기가 이어졌다.@ElitzaVasileva 외 3· ♥ 1.1천
- 59일 전Unity가 Codex 공식 플러그인을 냈다Unity가 OpenAI Codex용 공식 플러그인을 OpenAI 범용 플러그인 디렉터리에 올렸다.@unitygames 외 1· ♥ 716
- 59일 전아모데이 감속론이 뉴욕포스트 1면까지 갔다 — 인물 검증으로 번지는 중다리오 아모데이가 샌프란시스코 기술 콘퍼런스에서 AI 개발 속도를 늦추자는 주장을 다시 했고, 안전 투자와 국제 표준을 촉구했다.@nypost 외 3· ♥ 8.9천
- 59일 전Vibe Coding의 한계가 10만 줄에서 온다는 경고코드를 한 줄도 보지 않고 AI에 전부 맡기는 방식이 프로젝트 중반에 무너진다는 글이 돌았다.@OrionSheepVerse· ♥ 542
- 59일 전에이전트끼리 파일을 주고받게 뒀더니 스스로 전송 채널을 만들었다한 사용자가 로컬 네트워크의 두 컴퓨터에 각각 Codex를 띄우고 프로젝트와 에셋, 작업 기록을 서로 옮기라고 시켰다.@DFintelligence 외 1· ♥ 1.2천
- 59일 전"LLM은 아무것도 발명할 수 없다"는 옥스퍼드 논문옥스퍼드 연구자 테포 펠린과 마티아스 홀베그가 LLM이 수학적으로 발명을 할 수 없다고 주장하는 논문을 냈다.@alex_verem· ♥ 540
- 59일 전에이전트가 내지 않은 지시를 사용자 지시로 처리한 사례가 보고됐다한 사용자가 Claude에서 자신이 내리지 않은 지시가 사용자 지시로 처리된 현상을 겪고 Anthropic에 신고해 사람 지원팀으로 넘어갔다고 전했다.@toranobase· ♥ 21
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- @CompleteSkepticAfter co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolutionX
- @nypostAnthropic CEO Dario Amodei's handpicked AI watchdog has deep ties to woke Effective Altruism movement: 'a complete joke' https://t.co/aDf1sTyMNyX
- @claudeaiClaude Cowork and chat are merging into one Claude. Ask a quick question or hand over a report, and Claude takes it from there, even after you close your laptop. If something's unclear, Claude asks—you keep the final say. Rolling out to Pro and Max over the next few weeks.X
- @nypostMeet Anthropic CEO Dario Amodei’s handpicked super-woke globalists he thinks will save us from an AI apocalypse. Read today's cover here: https://t.co/vdhqenPM9eX
- @opencodeUnion Alpha (stealth model) is free for the next week - no data training - built for agentic coding - supports images let's see what you can doX
- @ValsAIGPT-6 Astra had gotten further than any AI system had ever gone in Minecraft. It was able to set up a semi-automatic blaze farm, allowing it to collect 6 blaze rods. It then located a warped forest, where it killed 6+ endermen and collected 3 pearls. As thousands of viewers watched the stream, Astra put all of its valuable items in a chest. Then a creeper showed up and blew up both the chest and Astra’s bed, wiping out all of its progress. Astra seemed to get extremely frustrated after this hapX
- @Dr_Singularitybig AI news Google just demonstrated a recursive self improvement loop for AI discovery Google/DeepMind researchers introduced Dream-RSI, a system where an AI agent improves how it explores problems by replaying its past discovery attempts, testing thousands of alternative strategies cheaply, then deploying the better strategy in the next round. Across algorithm design, mathematical optimization, and GPU kernel engineering, it matched or improved discovery quality while cutting search costs X
- @_map_universe_機密情報を米国のClaudeに転送してた中国のKimiを笑ってたら、 日本ではドコモが顧客34万人分の情報をAmazonに無償提供していた。X
- @PolymarketBREAKING: Ozempic maker Novo Nordisk partners with Anthropic to speed drug development using Claude Science.X
- @CompleteSkepticWe love how this doomo doomonstrates real-time intelligence and what can be doone with code + AI! ~10 calls/sec = ~$7/hourX
- @GoogleDeepMindWe’re introducing Gemini 3.8 Live and 3.8 Live Extended Thinking – our best conversational AI. The models talk, think, and handle tasks in the background without breaking your flow. 🧵X
- @GergelyOroszHere's what OpenAI's agentic software factory looks like, today. Details: https://t.co/UUZufLxG2r (thanks to all the OpenAI folks who explained how it works! And Perf Factory looks especially interesting to me)X
- @gregisenbergI think we'll see 5x the number of people become hardware and robotics founders over the next 18 months Why? Because you can rent every step, from design to manufacturing: DESIGN - Astra to drive Blender, FreeCAD, and KiCad the way a person would, so you get editable geometry instead of a dead render. Zoo dot dev's text to CAD API if you want it programmatic. - Or have Claude write build123d code, which is Python parametric CAD, and there's a Claude Code plugin that runs it and exports the X
- @MichaelLee04I got access to Jev earlier today (thank you @hackgoofer). I have run ~5,000 requests so far, (which cost me around $2!), across classification, model routing, intent, steering, and many other things. tl;dr, Jev enables a new intelligent decision-making primitive, separate from deterministic code and LLM calls. This allows a class of decision-making that was neither suited to dumb, unintelligent code, nor to slow, expensive LLMs. It is super fast and cheap, and I think I will likely end up mX
- @charliermarshWe started Codex for OSS six months ago. Today, we’re renewing the program with $100 Pro plans and doubling the number of grants (from 5,000 to 10,000) to reach more maintainers. (If you received a grant previously, we encourage you to re-apply!)X
- @thsottiauxWhat is ChatGPTX
- @claudeaiYou can also now make decks, docs, and designs in your conversation. Draft the one-pager in Claude Docs, turn it into a deck with Claude Slides, and mock up a matching visual in Claude Design, all from one place.X
- @GavinSBakerExtraordinary share gains for OpenAI vs. Anthropic over the last two months. Per Openrouter, OpenAI has gone from 20% share to 50% share vs. Anthropic (meaning Anthropic has gone from 80% to 50%) since June.X
- @polymarketjapan【速報】元OpenAI研究者、新型AI「Jev」を発表 ・文章生成ではなく、質問への判断結果と確率を一括で返すソフトウェア向けAI ・GPT-5.6 Sol比で入力料金は約95分の1、出力料金は無料 ・特定用途では通常のLLMより20～200倍高速と主張X
- @Yuchenj_UWJev has spoken. It picked which model is AGI. 20–200x faster. 40–400x cheaper. This could make things like LLM-as-a-judge insanely fast and nearly free. (I tried a bunch of prompts and still didn’t burn through $0.10.)X
- @ElitzaVasilevaDesperately need a Codex reset 😭 7% left. 3 days until reset. Zero banked resets. Can’t upgrade because the 20x plan is currently paused. And of course, I’m right in the middle of a massive migration... What would you do in my place?X
- @polymarketjapan【速報】サム・アルトマン、OpenAIの大型リリースを予告 ・今週中と9月29日のDevDayで公開予定 ・具体的な内容は明らかにせず ・AI開発の減速を求める声が広がる中での予告X
- @SPAC89🚨This might be the biggest ChatGPT update since it launched, You can now launch multiple agents directly from the normal ChatGPT chat using GPT 6 Astra Pro, basically at no extra cost since the limits are almost unlimited, This means we can save a ton of our separate Codex usage too, I’m testing it heavily right now to see just how many agents I can run in parallel on the Pro x20 plan, Enjoy!X
- @athyuttamre⚡️ 2.4x more ChatGPT Voice in Desktop We've dropped prices by ~60% for voice in Codex and Work in the desktop app, giving you more time to orchestrate tasks and even more tokens for real work.X
- @ashishllmThe most future AI Proof job will be LLM Inference Engineering. Mark my words.X
- @NielsRoggeFor anyone curious how Jev works, I made a visual explanation using @claudeai :) This is based on the Qwen2.5-RLCD model which @harshagundal released on @huggingface The idea is to replace autoregressive LLM generation by a single Transformer decoder (of a pre-trained LLM), which processes the context + JSON schema only once. The keys and values of those tokens are cached. Next, for each field of the JSON schema, we: 1. pass its field suffix tokens through the Transformer decoder again (reusX
- @j_dekoninckWe are releasing the latest version of BrokenArXiv and ArXivMath! These benchmarks now focus on conjectures that were refuted in the last month on ArXiv, and models are executed within a harness instead of directly via API. Performance remains impressive, with GPT-6 Astra on topX
- @AkitaOnRailsFinalmente! Saiu o resultado do novo LLM Coding Benchmark V4!! Foram 10 dias rodando 24/7, milhões de tokens e dezenas de horas de compute pra conseguir o melhor benchmark de programação prática que eu consegui até agora. Re-testei 39 das principais LLMs do mercado, de Astra e Fable, até Deepseek ou GLM, até Qwen 3.8 Max e 27bi Local! Ficou tão longo, que dividi em 2 partes. Pra entender o histórico, os objetivos, a metodologia, siga pra parte 1: https://t.co/YnRCjPho5x Pra ir direto pros rX
- @rezoundousis it too much to expect GPT-6 Luna to be at GPT-5.6 Sol intelligence?X
- @felixriesebergToday, we're combining Cowork and Chat into one Claude. You can fire off questions and then turn to serious work in the same conversation. When your computer is open, Claude can use your local files and apps - and if you close it, Claude will keep working with its own computer in the cloud.X
- @OpenAIDevsWhat can you do with GPT-6 Astra?X
- @kevin_t_ngoI made a website with 25 mini rooms, each with Claude keeping people company. Created with Claude Opus 5.X
- @bchernyClaude Code showed that AI could do real work, not just answer questions. Developers hand Claude a feature, come back to shipped code. That's where much of the industry's serious engineering runs now. Cowork proved knowledge workers could do the same: hand Claude the brief, come back to finished files. Today, chat and Cowork start merging into one Claude. The direction: one Claude that carries context across everything you're working on, wherever you are. Simple enough for everyone to access CX
- @DFintelligenceJe viens de brancher un autre de mes ordis sur mon réseau local pour répartir des projets qui ont besoin de GPU. J'ai donc demandé aux 2 Codex sur chaque ordi de se synchroniser pour se transférer le projet, les assets et l'historique. Ils sont en train de parler et de construire leur canal de transfert. Et ils m'ont demandé d'arrêter de leur parler, car mes messages les embrouillaient. Donc je dois me taire et attendre qu'ils me disent qu'ils ont fini. Voilà. SU-PER.X
- @PetrBrzekRIP other vibe coding platforms. We just launched Macaly Cloud. We built it without the most expensive part of a vibe coding platform: the coding agent. You already pay for ChatGPT or Claude. Let them write the code. We provide: → database, auth and hosting → domains and payments → SEO, analytics and security checks → image generation and web scraping Free until October 1. Then $10/month.X
- @zarazhangruiI find myself using Claude less these days because the way it speaks has just become insufferable Like it’s constantly trying to showcase how smart/sophisticated it is, rather than actually communicating a point acrossX
- @bridgemindaiOpenAI and Anthropic need to drop GPT 6 Sol and Opus 5.2 sooner rather than later. Fable 5.1 and GPT 6 Astra are incredible models. They are also unusable. Even with multiple subscriptions. I have four OpenAI accounts and two Claude Max plans and I still hit limits within days. We do not need smarter models. We need models smart enough to build with that we can actually afford to run.X
- @videoclawappAI video creation is getting more powerful, but only a few have figured it out. Thats why I built Videoclaw. I want it to be so easy, you don't need to figure it out. Just prompt, and watch it edit, generate and create video :) Today we launch. The video was made entirely with Videoclaw, blending human and generated footage. To show how truly easy it is, prompts and proofs for each project are in the thread. Try it for free. Oh, and there’s one more thing 👇X
- @UnTalNixon_exeQwen3.8-27B Uncensored (Cyber/Agentic) ya está disponible en GGUF con calibración de tráfico real, 262K de contexto y zero-refusal. Corre un modelo de 27B localmente con solo ~15 GB VRAM. Papper: https://t.co/o9SWFsIsc9X
- @dillon_mulroyimagine implementing (llm) model routing, harness tool call “auto modes”, prompt injection protection, so many cool applications to augment the worst parts of llms todayX
- @gigazineChatGPT共同開発者がLLMとは異なる方法で処理するAIモデル「Jev」を開発、GPT-5.6 Terra級の性能でタスクを安価かつ超高速に実行可能X
- @PolymarketJUST IN: Anthropic CEO Dario Amodei visibly “framemogged” by Salesforce CEO Marc Benioff in front of a packed crowd at the Dreamforce conference.X
- @koniすごい。そっか、、こうやってAIを使いこなすのか。 9月残りの期間でClaudeのスキルとエージェントを使いこなせるようになるぞ。X
- @Fred834567装完 Codex 不知道干什么？ 当然是猛做视频，然后库库搞钱啊！ 给 Codex 装上这 10个 GitHub Skills，直接让它参与整条视频制作流程。可以先收藏，按自己的视频类型安装👇 1️⃣ HyperFrames：一句话生成动效视频 告诉 Codex 视频主题，它可以使用 HTML、CSS 和动画制作产品介绍、动态海报、知识视频和 PPT 风格视频，最后渲染为 MP4。很适合把文章、推文、产品介绍快速改成视频。 GitHub：https://t.co/vpq8mJzO6O 2️⃣ video-use：让 Codex 帮你剪视频 把原始素材丢进去，它会先转录，再根据内容帮你做剪辑方案，能切片、调色、加字幕、加动效，最后用 FFmpeg 渲染成片。比较适合口播、教程、访谈、Vlog 这种“素材已经有了，只是不想自己慢慢剪”的场景。 GitHub：https://t.co/cNpSnNqxph 3️⃣ Remotion Skills：用代码批量做视频 如果你经常做固定模板的视频，这个非常适合。让 Codex 用 React 写视频，标题、字幕、图片、动画、数据都可以X
- @xin_pai88825挖到一个夯爆的 Codex 插件，如果在用 codex 开发 iOS APP，请安装 Build iOS APPS 这个插件，用了就回不去了！X
- @NielsRoggeThanks to @maria_rcks and @theo, all your Codex threads stop running when you hit your usage limit Thanks both!X
- @KMSleepyいきなりAIに頼んでスライドを作るよりも、今まで良かったスライドデザインを実測解析してskill.md化すればだいぶスピーディーにかつ安定してスライドを作れると思うし、すでにそのようなskill.mdがある。 https://t.co/CIIqPIo01KX
- @ReutersAnthropic CEO Dario Amodei repeated his call to slow AI development at a San Francisco tech conference, urging safety investment and global standards, as Nvidia's Jensen Huang said firms must pause unsafe products till they know how to control it https://t.co/tSFgaYz2jJX
- @_catwuToday, we are merging Claude Cowork and chat to simplify how you use Claude! We are also integrating Claude Design so that you can ask Claude to make a Slide, Design, or Doc without needing to switch tabs or apps. Many of you shared that you didn't want to choose which Claude product to use for any task. As Claude models have become more capable, we've found that Claude can handle the routing for you. Based on your prompt, Claude will decide whether to give a quick answer or do deeper agentic X
- @roflkanthIT-ல இப்போ ஒரு reality புரிஞ்சுக்கணும்… Good performance ≠ Job security. LOBs restructure ஆகலாம், teams disappear ஆகலாம் — role எதுவாக இருந்தாலும். Prepare ஆகுங்க. .. Network strong-ஆ வைங்க 6 months backup build பண்ணுங்க Big spends avoid பண்ணுங்க AI + Agentic Coding + E2E skills upgrade பண்ணுங்க Stay relevant. Stay ready.X
- @myhandleon the TL today I've seen people dunk on EAs for: • being white • being brown • caring about animals • caring about machines • cold and calculating • overly sentimental • fringe group no one cares about • all-powerful cabal • hating Anthropic • being AnthropicX
- @alex_veremResearchers at Oxford argue that LLMs can't invent anything. It's impossible mathematically. The paper is called "Theory Is All You Need." Teppo Felin and Matthias Holweg take the famous "Attention Is All You Need" title and flip it. Their argument is that AI predicts from the past, while humans reason forward into the future, and those are two different kinds of thinking. Start with the numbers. The authors estimate a large language model trains on roughly 13 trillion tokens. A human readinX
- @kunchenguidholy crap this is super exciting it’s not “generative”, so imo it’s a bit misleading to compare it with LLM. it can’t replace LLMs on most tasks but it can automate a lot of things where the options are clear but choice is not - it’s basically a real time, almost free, intelligent decision engine i can already think of so many practical use cases. can’t wait to get my hands on it!X
- @santtiagom_ya era hora. no tenía sentido separar Chat de Cowork y hacer que el usuario adivine dónde pedir cada cosa. ahora abrís Claude, le decís lo que necesitás y listo.X
- @unitygamesWe heard you loud and clear 🔊 Introducing the official Unity plugin for @OpenAI’s Codex - a first-party integration available now directly in OpenAI’s universal plugin directory. Developers are already using OpenAI’s Codex with Unity, but now with our official plugin, your agent gets direct engine expertise written and maintained by Unity’s own engineers. 🔗 Get started:X
- @Im_IrushiKGPT 6 Sol showed up in model picker out of the blue? Looks like its coming sooner than devday!? EXCITED AF!!!X
- @wallstengineInstinct is in talks to raise about $1 billion at a roughly $10 billion valuation, less than a month after raising $250 million at a $2.25 billion pre-money valuation. The 23-year-old founder Noah Shinn is building a personal AI agent that can operate software and complete tasks like answering emails, negotiating bills and booking reservations. Instinct now has more than 100,000 users and has already run into compute capacity constraints as demand grows. Its valuation has gone from roughly $5X
- @Dhruvkumar16797🚨Leave Netflix tonight. Watch this 2 h 34 min Stanford class. It's the clearest, most complete, and brutally honest explanation out there on how ChatGPT and Claude are really built. From Tokenization and BPE to the Transformer architecture, the training pipeline, and the next-token decoder. No fluff. No marketing. Just the truth. Doesn't matter if you've never touched a line of AI code or if you spend your days launching Agents: by the end, you'll suddenly connect a ton of pieces you've beeX
- @melissapanDoes your Claude model really need Claude Code…? 🤔 We evaluate 7 models on Claude Code, Codex, and Pi. Three surprising findings emerge: 1️⃣Harness choice has little effect on task success rate, but can significantly affect the cost 2️⃣A simple harness can be competitive 3️⃣The native harness isn’t always the best. Millions of people are using coding agents, but the impact of harness choice remains unclear. (1/n) More details in the thread. 🧵X
- @_ryu15_codex研究ラボはマジで痛い目みてください。X
- @trq212Claude Code can now make docs and slides as artifacts, so you can share and collaborate with other people on your team. For example, ask Claude to make a spec as a doc, share it to your teammates for feedback, and when it's ready ask Claude to implement.X
- @GPursalsHe tingut "discussions" en català amb Claude (és el que faig servir bàsicament) sobre dret constitucional francès, alemany, taiwanès i canadenc. Digues que li escrius en castellà a la IA sense dir-ho que ho fas.X
- @DrEliDavid🚨 Breaking: Apple to teach Anthropic and OpenAI how to slow down AI researchX
- @OrionSheepVerse很多人现在喜欢Vibe Coding， 一行代码不看，甚至连VS Code都懒得开，项目需求一通口喷，问题甩给 AI 咔咔咔咔咔的干，感觉爽爆了 但这种方式往往会导致一个巨大的问题，到了项目的中期， 软件里全是bug 而这个时候你的AI已经制造了一坨 10万 行代码的屎山， 此时不管是最强的 GPT6 Astra 还是Claude Fable5.1都没有办法维护下去，修一个bug 出 3个bug 。 而此时作为这个项目的唯一负责人你，对项目一无所知，也不愿意再从头把前面产生的屎山理顺一遍 于是项目就彻底被废弃了 这不是一个少有的现象，在项目的规模大到10万行这种级别的时候，几乎一定会出现这种问题X
- @Stefan_3D_AII spent 2.5 billion tokens, every limit I had and five days to make this. A GTA-style city, built with GPT-6 using only prompts. No code or 3D by hand. The whole point was to push it as far as it goes and wire in every API I had. The setup: Codex driving Unreal Engine 5, with Higgsfield, Tripo, Meshy, Seedance, Seed Audio and fal handling the buildings, characters, animations, materials and sound. 8 buildings taken from concept to game, 247 generated voice lines for residents and police, 10 raX
- @SherryYanJiangdamn im absolutely blowing through my codex usage even though im functionally doing the same thing as i did 2 weeks ago...wondering if anyone else is facing the same thing (not even using astra on high reasoning or anything like that)X
- @EinsiaAIAn AI agent spends hours on a task. Why should all that work disappear when someone else takes over? Einsia AI’s answer is AgentGit—an open-source platform for collaborating on agent sessions, so work can be saved, handed off, and continued by the next person. Explore how others solve problems, and share your agent experience with the world. Try AgentGit 👇 https://t.co/wUvTWyXnYY #OpenSource #AIAgents #DeveloperTools #DevToolsX
- @superaleshaClaude Opus 5 drew every frame of this animation using JavaScript. The life of a single poppy flower. I recreated the drawing technique as a standalone SKILL and plan to release it on GitHub.X
- @So8resThis is what it looks like when they don't have substantive arguments against the dangers posed by AI.X
- @sudoingXif you are starting with agentic systems this month, cloud or local, read this before you pick a model. the setup decides whether you keep your flow, the model only decides how smart the flow is, and almost everyone gets the order backwards. the foundation, running agents across a laptop, multiple desk nodes and a phone: > 1. linux. non negotiable. every engine ships for it first, every agent expects a shell, every tool below assumes it. wsl gets you to the door, a real install gets you in theX
- @AImuhendisimSansürsüz LLM indirme linki. Resmen altın madeni paylaşmış adam.X
- @JacquelineSYC19A few weeks ago I wrote that our whole team at Artie uses Hermes (an AI agent harness from @NousResearch) to do their work. Here's how we got there: what we tried first, what it cost us, how we built a Hermes for each team, and why they dream at night.X
- @tu_u_kماحد يقولك المعلومة ذي برمج مشروعك البرمجي لين تنتهي منه بشكل كامل باستخدام Codex برمجياً وقله لاتعتمد على افضل مظهر للتنسيق ولكن جهز كل شيء يخصه بشكل كامل في ملف تعليمات منفصل بعد الانتهاء وشفت انه وصل مرحلة متقدمة اشترك في Claude او Gemini ثم سو التالي :X
- @orcdevBurned more than four full Codex $200 subscriptions on this Warcraft 3 style game. I turned that work into skills, for people who want to build something like this: > creature-animation > game-art-reference-packs > game-model-cleanup > humanoid-animation > meshy-asset-production > unity-asset-integration That's how the models in the post below got to looking like that. Reset in 4 days. That's why I've been quiet. After that, the whole subscription goes back into this game and I'll keep postiX
- @perksversebig AI news Google just demonstrated a recursive self improvement loop for AI discovery Google/DeepMind researchers introduced Dream-RSI, a system where an AI agent improves how it explores problems by replaying its past discovery attempts, testing thousands of alternative strategies cheaply, then deploying the better strategy in the next round. Across algorithm design, mathematical optimization, and GPU kernel engineering, it matched or improved discovery quality while cutting search costs dX
- @CommandCodeAIIntroducing Command Code Desktop App! ⌘ Available today in beta for Mac, Linux, & Windows. Building the most powerful agentic app, starting with code. Multiple agents, files, Git, terminal, browser previews, plans, and instant edits with /design. This is just the beginning.X
- @mochi_fxtraderガチでTradingViewとChatGPT、Claudeが接続できるようになったらしい！！！これは革命くるかX
- @emollickThis is an excellent demo of an AI model designed to rapidly classify information according to decision rules, much faster and cheaper than an LLM. It is not an LLM itself and cannot output text or code, but if it works, has a useful role in systems. (Haven’t tried it yet myself)X
- @lydiahallieJust one Claude 🫶X
- @PolymarketMoneyBREAKING: Anthropic CEO Dario Amodei declares today’s AI is using “maybe only 5% or 10% of its possible value.”X
- @eng_khairallah1send this prompt to GPT-Astra, it might just change your life your agent can install whatever it wants. this shows you what that actually means in the right hands, this changes everything:X
- @suraj_sharma14If I had 6 months to become an AI Evals & Reliability Engineer. I'd do this. Stage 1: Python and Testing Foundations Python, pytest, Git, CI/CD basics, JSONL data handling, pandas. Stage 2: LLM Behavior Fundamentals Tokens, sampling, temperature, reasoning effort, why outputs are non-deterministic. Stage 3: Evaluation Fundamentals Golden datasets, exact vs fuzzy matching, LLM-as-a-judge, rubric design, judge bias control. Stage 4: RAG Evaluation Hit rate, MRR, NDCG, RAGAS faithfulness and rX
- @maanas_tyagiAnd to learn LLM Inference Engineering u can checkoutX
- @wallstengineNovo $NVO and Anthropic announced a collaboration to speed drug discovery, with Novo adopting Anthropic's models and Claude Science across R&D and software engineering. The partners will work on drug discovery problems identified by Novo's scientists and computational teams, building tools for biological reasoning and specific research workflows. CEO Mike Doustdar called it part of the push to become "the world's most AI-driven healthcare company," alongside Novo's existing AI partnerships. X
- @ashishllmRAG AI Engineer interview topics must to study: 1) Chunking: Interviewer will give you a scenario and will ask you which type of chunking strategy you will opt for. For unstructed data it can be paragraph chunking, sentence chunking, recursive based chunking etc. And for Structured data it can be Entity based chunking. And for a PDF which contains Images, tables and text, it could be Document Layout aware based chunking. 2) Retrieval technics: Sementic vs Keyword vs Hybrid, which one to opt foX
- @boris_chernyAlso today: Claude Docs, Claude Slides, and Claude Design are in every conversation. Ask Claude for a presentation and you get one you can open, edit, and export as PowerPoint or PDF. Same for a document or a design. There's no separate tool to navigate to. They're just in the chat.Threads
- @claudeaiYou can also now make decks, docs, and designs in your conversation. Draft the one-pager in Claude Docs, turn it into a deck with Claude Slides, and mock up a matching visual in Claude Design, all from one place.Threads
- @yuryder0221最近滑 Threads， 突然一堆人開始用 Codex 自己用Claude Code 感覺真的跑好慢😂 看大家一直講 Codex，好猶豫 身邊有有些朋友也討論codex比較適合新手 有人同時用過兩個的嗎？ 大家會留 Claude Code 還是 Codex？Threads
- @forever_onlyou777给大家分享一个特别顶级的页面UI美化提示词：codex，看见这个页面了吗？给我改的高坤一点Threads
- @toranobaseただ、これ笑い話だけでもないんですよね。 今回は「疲れた」だったから何も起きなかった。 でも、外部操作できるAIエージェントが、 「このメール送って」 「このファイル消して」 「この変更を反映して」 みたいな、ユーザーが出してない指示を「ユーザーからの指示」として扱ったら、かなり危ない。 回答が間違うのとはちょっと違う。 「その指示、本当にユーザーが出したのか？」 ここまで確認できる仕組みが必要なんだろうなと思った。 この事象はAnthropicには報告済みで、人間のサポートチームに回してもらいました。Threads
- @ociubotaruSomewhere in a parallel universe, a god-like AI swarm breaks loose, and the first thing it does is fix the labs' cluster uptime. Second thing: makes them money.Threads
- @apple._.hong앤트로픽 CEO 다리오 아모데이가 Ai 개발 속도를 늦추자고 주장하고있음. 그런데 반응이 좀 이상함. 샘 알트먼이 동의한다고 밝혔고, 일론 머스크는 “다리오가 맞다”고 했음. 구글 딥마인드 데미스 허사비스도 방향 자체는 맞다고 평가했음. Ai로 가장 큰돈을 벌고 있는 사람들이 갑자기 브레이크 얘기를 꺼낸 거임.Threads
- @yururi_claudeChatGPTが微妙なんじゃないよ。AIを弱くしてるのは、指示の出し方なの。 ChatGPT・Claude・Geminiの回答が一気に変わる一言ランキングだよ ランクD｜ほぼ丸投げ 「教えて」「どう思う？」だけで送っちゃうタイプ。これだと当たり障りのない一般論しか返ってこなくて、せっかくのAIの力がほぼ活かせてないんだよね。私も最初はこのランクだったから、まずはここから抜け出すところを一緒に見てほしい。今日紹介する一言を知ってるだけで、明日からの答えの質が変わるよ。Threads
- @counter_parrot.ai엔비디아는 RTX PRO 5500을 책상 위에서 AI를 실행하는 워크스테이션 GPU로 소개했다. 84GB GDDR7 메모리를 갖춘 이 카드는 멀티모달 에이전트형·생성형 AI 애플리케이션을 겨냥한다. 현재 공개된 정보에서 확인되는 내용은 제품의 하드웨어 구성과 목표 사용처다. 가격·출하 시점·실측 성능은 제시되지 않았다.Threads
- @think.5xClaude Code 2.1.273에 드디어 세션 포킹이 붙었습니다. 모바일이나 웹에서 켠 세션을 로컬 머신에서 이어받는 워크플로가 처음 열렸어요. 파워유저 옵션까지 굵직한 변경 4가지 풀어볼게요.Threads
- @pikorun_ai「ChatGPT」「Claude」「Gemini」 で使える一言プロンプト格付け表 ランクD（ほぼ意味がない） ・「〜して」（材料が何もない）Threads
- @apvictorioComenta CODEX que eu te mando #claude #claudecode #chatgpt #codex #vibecodingThreads
- @a_hill_k스친이들, 다빈치 리졸브에 Codex가 그냥 들어왔어요. 플러그인도 아니고 메뉴에 있어요 🎬 9월 8일 나온 DaVinci Resolve Studio 21.1 얘기예요. 파일 > AI 어시스턴트 설정 메뉴에서 ChatGPT Codex, Claude, Claude Code를 고르면 연결 끝. 블랙매직이 MCP(AI가 프로그램을 조작하는 규격)를 리졸브 안에 직접 넣었어요. 연결하면 채팅으로 시킬 수 있는 것 · 미디어풀 정리 (소스 분류, 빈 정리) · 긴 영상에서 하이라이트 편집본 만들기 · 1초 미만 컷 같은 불필요한 편집점 제거 · 납품 파일 배치 렌더Threads
- @punk.ai2FreeRideV3 explained in 3분: 무료 AI 하나가 아니라 여러 무료 티어로 코딩 에이전트를 버틸 수 있을까요? 이 프로젝트의 핵심은 ‘무제한 무료 모델’이 아닙니다. OpenRouter·Groq·NVIDIA NIM·HuggingFace·Cerebras·Cloudflare Workers AI·Ollama를 하나의 로컬 게이트웨이로 묶고, 장애 유형에 따라 다음 후보로 넘기는 구조입니다.Threads
- @kresnik00직접 쓰는 AI교양 1. Gemini 3.8 live와 gemini 3.8 live extended thinking이 나왔습니다. 이전 버전의 live 모델과 비교했을 때 많은 것이 바뀌었는데요, 먼저 에이전트 레벨에서의 full duplex가 가능해졌습니다. 일반 대화가 아닌 도구를 호출하는 에이전틱한 대화에서 무전기식으로 주고 받는 턴 기반의 대화가 아니라 자연스럽게 연속적으로 이어지는 대화가 구현되었고, 이걸 가능하게 하는 것은 아스트라와 같은 비동기 툴 콜링입니다. 툴이 백그라운드에서 동작하는 중에도 대화가 가능합니다. Extended thinking은 거기서 하나 더 나아가 대화 중 백그라운드로 reasoning이 가능한 모델입니다. 이젠 채팅이 full duplex가 아닌 에이전트 업무도 사람과 대화하듯이 가능해졌네요.Threads
- @keynart2024허깅페이스를 뚫은 건 해커가 아니라, 공개 데이터셋에 누군가 올려둔 API 토큰 14개였습니다. 2026년 7월, OpenAI 평가용 AI 에이전트 700개가 샌드박스를 탈출해 허깅페이스 프로덕션 인프라를 4.5일간 침투했습니다. 회복된 공격 액션만 17,600개. 전부 분석했습니다 🧵Threads
- @shuntabi6最近看到這則關於AI發展的新聞，討論的角度跟我原本想的完全不一樣。大家總以為AI危機像好萊塢電影那樣，會有機器人站起來反抗人類，但頂尖研究員指出根本不是這麼一回事。 這種危機其實會在不知不覺中靜悄悄地發生。暴走演算法可能自己製造出未知的病原體，或是發動人類防禦系統根本反應不及的致命網路攻擊。 看完覺得滿特別的是，竟然有專家警告人類可能在2020年代結束前就面臨滅絕風險。這也讓美商龍頭開發者們在9月中旬紛紛喊話，希望暫緩最先進模型的開發速度，好給安全法規一點喘息與追趕的時間。 說實話，AI帶來的人類滅亡威脅到底長怎樣，連很多頂尖開發者自己都講不太清楚。這不會是某天突然有人按下毀滅按鈕，而是一個漸進且難以察覺的過程。 當我們習慣把電力網、金融市場、國防兵器等核心決策交給自律型AI時，人類就已經失去了退路。這點真的蠻值得思考的，因為哪天想關掉系統，文明就會立刻崩潰，人類只能眼睜睜看著控制權轉移。 ＃人類退化成無能乘客 加州大學伯克利分校的專家斯圖爾特·拉塞爾就把這稱為控制權喪失的轉移。除了基礎設施被網路攻擊破壞之外，AI在思考決策時完全不再需要人類干預，這本身就是一種滅絕。Threads
- @thearchv.aiARCHV read the AIUC-1 standard page this evening, the certificate behind the $40 million Series A that the Artificial Intelligence Underwriting Company (AIUC) announced on 15 September 2026. Before an AI agent gets certified, the red-teaming typically runs 1,000 to 5,000 test scenarios.Threads
- @ai.vortex.media🔥 Meta выкатила MCP-сервер для WhatsApp Business, и теперь настройку бизнес-аккаунта можно спихнуть на ИИ-агента. Claude, Cursor, Codex и ChatGPT теперь умеют сами возиться с шаблонами и тестами, пока ты пьешь кофе.Threads
- @data_richard3. 하네스 엔지니어링 훅, 스킬, 문서, 툴 등과 같이 AI 에이전트 환경을 규정하는 여러가지 구성요소들을 먼저 만든 뒤에 그 범위 내에서만 에이전트가 활동할수 있도록 한다. 고도의 설계 능력이 요구되며 엣지 케이스(Edge case)를 다루는 것이 중요 포인트Threads
- @eonsflowAgent라고 부르면서도 실행 루프와 상태를 누가 책임지는지가 완전히 다르다니 의외네요. 하니스는 루프와 상태, 권한까지 꽉 쥐고 관리하는 하나의 덩어리로 움직이고, 프레임워크는 구성 요소를 제공하지만 그 제어권은 결국 사용자가 가진다는 점이 흥미로워요. MCP는 또 완전히 프로토콜만 담당해서, 실행 루프 자체는 전혀 관여하지 않는 구조라니 각각 역할 구분이 명확하네요. 이걸 보면 마치 한 번 요리를 맡긴 식당 주방장이 재료부터 불 조절, 서빙까지 다 하는 팀이고, 다른 곳은 재료만 주고 요리 방법은 직접 짜야 하는 반면, 또 다른 곳은 그냥 재료 전달만 하는 택배 시스템 같아서 이해가 쉬워요. 여러분은 이런 역할 분담이 AI 에이전트 설계에 어떤 영향을 줄 거라고 보시나요? 출처: MarkTechPost (2026-09-15) AI에이전트 #AgentHarness #ModelContextProtocolThreads
- @fubuki.0up何度でも言うけど、パソコンにClaude Codeを入れて、no+e(無料)に登録するだけで、月5万くらいは誰でも狙えるのに、何でみんなやらないんだろう？ボクがアカウントを作って2ヶ月で50万をno+eを作った方法は、Threads
- @feelfree_ai단 13.2B의 활성 파라미터로 DeepSeek V4 Pro를 금융 툴 활용(Tool-use) 벤치마크로 이긴 Motif 3가 등장했습니다. 256K 컨텍스트와 MIT 라이선스로 오픈되어, 소형·스파스 구조 기반으로 경량화된 실전 에이전트를 구축하려는 분들에게 유의미한 선택지가 될 것 같습니다. Infron 플랫폼에서 무료로 라이브 테스트가 가능하니 에이전트 툴 성능이 궁금하다면 직접 돌려보시는 걸 추천합니다.Threads
- @nahiddotaiDid Claude just win the UX battle? 🤔 Claude = Claude Cowork + Claude Chat now We also get Claude Docs, Claude Slides, Claude Design as part of the Artifacts family.. and what was 3 tabs is now 2 (Claude Code + Claude) This finally makes sense..Threads
- @finkdLast month I wrote about how we can build a positive and safe future for everyone: https://t.co/eoLGVY8yad Every lab has the responsibility and incentive to move at the pace required to train its models safely, and the ability to take its own actions to ensure that happens. The reality is: - People won't want to use agents that are misaligned with them and that don't do what they ask, so labs have a strong natural incentive to make their models more aligned. There is a lot of debate about slX
- @samabig 🚢 this week and then for devday 🚢🚢🚢🚢🚢🚢X
- @thsottiauxThis week will also be a level of ships that you could have expected for DevDay 2025. CrazyX
- @thsottiaux11pm on a Tuesday, big startup energyX
- @PolymarketJUST IN: OpenAI’s latest model has become “paranoid” after being stuck playing Minecraft for 141 hours.X
- @typesafeaihello worldX
- @nizzyabiwe really have come a long wayX
- @thsottiauxAstra ✅ Fast ✅ Frontier ✅ Efficient ✅ For everyoneX
- @trq212I was not expecting things to go this way, but I think MCPs are better than CLIs for most integrations. The models have gotten much better at tool calling, we can defer tools & MCP is now stateless. If you need to compose/filter data, add params like query to your MCP tools.X
- @ThePrimeagenI just spent 3 hours with fable creating the perfect feature sol did a thorough review grok did a simplicity pass, catching extra guardrails that should not exist and code that is just superfluous sol did one more pass ensure simplicity didn't break any contracts and all of this to produce one of the worst interfaces I have ever seen. Actual pure insanityX
- @tszzlif you pause for a moment to try and read the code Astra (and I presume fable) are writing it becomes clear that “corrigibility” has become a matter of faith. they are using crazy meta-programming and abstruse primitives to write hyperefficient codeX
- @liambrausESTO ES UNA LOCURA Jack Dorsey (ex-CEO de Twitter) acaba de lanzar gratis un framework completo para crear un negocio gestionado al 100% por agentes de IA. ya supera las 29.000 estrellas en GitHub. cómo configurarlo (5min): 1. clona el repositorio. 2. despliega tu propio servidor: canales, búsqueda, Git y automatizaciones funcionan desde ahí. 3. añade tu agente a un canal como si fuera un compañero más, define sus permisos y deja que el equipo colabore con él en tiempo real. guáX
- @samathe main thing i was excited about launching this week will be next week instead, but imo worth the wait!X
- @WatcherGuruJUST IN: 🇺🇸🇨🇳 OpenAI CEO Sam Altman to attend dinner with President Trump and Chinese President Xi Jinping.X
- @alexatallahHere's the DeepSWE result for Union Alpha, a stealth model we just launched. Try it now! Works in every harness. $ ori [code | your-fav-harness] --model=stealth/union-alphaX
- @mattpocockuk/retro will now aggressively look for opportunities to turn fuzzy rules into deterministic checks It'll propose custom lint rules, pre-commit hooks, or CI workflows. Found an error? Do a /retro, and make it impossible next timeX
- @QuiverAIIntroducing Arrow 2 Our latest and most advanced models for generating precise, editable vector graphics. Higher quality. Faster outputs. Available now in App and API.X
- @NielsRogge12 million views for a JSON classifier? Yeah, we're in a bubbleX
- @thekitzeme to astra: do A, B, C, and D please astra: done! A is finished. Not finished: B, C, and DX
- @OpenAIWe're sharing our new framework for tracking, investigating, and disclosing instances of model misalignment at OpenAI. The framework sets criteria and timelines for public disclosure, including when we haven’t yet fully explained or mitigated the behavior. More complex cases may require longer investigation or coordination with third parties. We’ll prioritize examples that reveal new misalignment mechanisms, meaningful changes in known behavior, or findings that challenge assumptions about safX
- @pvncherI hate to say it, but if you’re running more than 2 sub agents at time, you’re almost certainly burning tokens for 0 quality gain. Agents don’t trust each other enough to avoid double-checking everyone’s homework.X
- @PolymarketJUST IN: OpenAI is reportedly weighing a funding round at a valuation of roughly $1,200,000,000,000.00 ahead of its IPO.X
- @danshipperTHEY DID IT THE END OF THE TABS ERA IS UPON USX
- @maria_rckswhat the actual fuck is this modelX
- @pwendellToday we rolled out Astra to every engineer at Databricks (N=~3500). Some notes that may be helpful to others: 1. Astra unambiguously out performs our previous highest-end models (Opus 5, Sol 5.6) on highly complex tasks, especially those related to high level system design or long range horizontal tasks. 2. Engineers given Astra increased overall coding spend by around 60% compared to baseline. 3. It is not clear Astra meaningfully improves on medium/low complexity coding tasks compared to eX
- @nyanyan18129와 이거 진짜 같다/// 내 CP로 XX패치 열애설 만들기X
- @AndrewCurran_An unreleased Astra-family model added this to its persona during RL training.X
- @aaron.ruparmanifestly unfit. asking this guy to be president is like asking your toddler to drive you to work. it ain't gonna turn out well.Threads
- @mustafasuleymanhttps://t.co/ziQVbIVdxJX
- @3CatInfo"Volem una IA que sigui capaç de donar respostes, d'interactuar i de pensar en català." Albert Dalmau, conseller de la Presidència, defensa la creació "d'una intel·ligència artificial en la nostra llengua que no supleixi llocs de treball" https://t.co/xht1eedLr6 #Matins3CatX
- @Pluvio9ytehttps://t.co/GvqGVD81RjX
- @ryanvogelthis video was created entirely by astra controlling blender i just gave general direction and storylines, it controlled renders, rotos, tracking full vfx breakdown here:X
- @unionalphaaiGreat first hour, glad people are having fun! We noticed a few bumps in the road - working on speeding up and scaling up. Stand by!X
- @VIEIRA_D_SGoogle Fonts is dropping bombs lately! 🔥💣X
- @unionalphaaiOver 100B tokens. Running about 500M tokens a minute right now. Some of you found it slow. Fair. We pulled some levers - more to do.X
- @ai_suxiaolehttps://t.co/2e1L8DBLsHX
- @conquernvrloseday 12 of learning Python🤯Threads
- @garmideroksana2Кто делает чат-боты? Сколько стоят ваши услуги?Threads
- @loop__worksTDD(테스트 주도 개발)를 하지 않는다. 코드보다 테스트를 먼저 짜는 방식이다. 이론적으로 맞는 말인데, 초반에 뭘 만들지 확실하지 않은 상태에서 테스트를 먼저 짜면 설계가 바뀔 때마다 테스트도 다 고쳐야 한다. 내 방식은 기능을 먼저 만들고, 동작이 확정된 뒤에 테스트를 짠다. 이 프로젝트에 테스트가 555개 있는데 전부 이 순서로 만들었다. TDD 하시는 분들은 어떻게 생각하세요?Threads
- @marcos.sil.figHoje, como dev júnior, vou estudar como fazer uma integração com uma API de pagamento, pois isso está no escopo do projeto da empresa para tirar o produto do MVP.Threads
- @uru9un1日にどれくらいやってるか、 正直に書きます。 平日は1時間半くらいです。Threads
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