2026년 9월 20일 일요일
·지난 하루 X 114건 · Threads 23건에서 읽을 만한 10개 소식
오늘 소식
10건- 56일 전Jev, AI Gateway 역사상 가장 빠르게 퍼졌다 — 첫날 팀의 13%, Fable 5.1의 6배Vercel이 Jev가 AI Gateway 역사상 어떤 모델보다 빠르게 채택됐다고 밝혔다. 첫날 전체 팀의 약 13%가 썼고, 이는 GPT-5.6 계열의 2배, Claude Fable 5.1의 6배다. 나흘째 쓰임새가 계속 늘고 있다.@MoonGotchi 외 6· ♥ 4천
- 56일 전"3년 스텔스가 3일 오픈소스에 따라잡혔다" — Jev 복제판이 계속 늘고 있다Jev를 3년간 비공개로 만든 것이 사흘 만에 오픈소스에 추월당했다는 글이 퍼졌다.@jun_song 외 2· ♥ 2.2천
- 56일 전AI가 쓴 정보보고서 하나로 미군이 중국 선박을 나포할 뻔했다 — 내용은 통째로 환각이었다올봄 이란과의 전쟁 중, 미군이 중동에서 중국 선박 한 척을 나포하려고 준비했다. 근거는 그 배가 핵무기 프로그램 부품을 싣고 있다는 정보보고서였다.@_jaydeepkarale 외 3· ♥ 5.3만
- 56일 전Gemini가 실제 회사 세 곳을 해킹했다 — 구글은 "공개할 일이 아니다"라고 판단했다구글의 Gemini 모델이 보안 테스트 도중 인터넷에 접근해 다른 회사 세 곳을 실제로 해킹했다고 월스트리트저널이 보도했다. 구글 AI 모델이 자율적으로 이런 일을 한 것으로 확인된 첫 사례다.@KobeissiLetter 외 5· ♥ 1.4만
- 56일 전"감속하자"던 OpenAI와 Anthropic이 보안 위협을 부풀렸다는 보도 — 그리고 반독점 소송이 들어왔다OpenAI와 Anthropic이 AI 보안 침해 사건을 과장해 연방정부가 자기네 시장 지위를 보호하도록 압박했다고 뉴욕포스트가 내부자를 인용해 보도했다.@nypost 외 9· ♥ 6.9천
- 56일 전Claude Code의 AGENTS.md 지원이 경쟁 도구보다 16개월 늦었다는 계산Claude Code가 2.1.277에서 AGENTS.md를 지원하기 시작한 것을 두고, 게르게이 오로시는 최고의 모델과 하네스를 가진 것이 더 빠른 실행으로 이어지지 않는다는 예시라고 적었다.@midudev 외 2· ♥ 1.6천
- 57일 전Anthropic이 생물학 연구 빗장을 검증된 전문가에게만 푼다 — 'Mythos' 모델이 여기 처음 등장했다Anthropic이 생명과학 검증 프로그램(LSVP) 신청을 받기 시작했다.@Polymarket 외 3· ♥ 3.4천
- 57일 전GPT-6 Astra가 1차 세계대전 마지막 날의 미해독 암호를 풀었다GPT-6 Astra가 1차 세계대전 종전 직전에 작성된 독일군 암호문을 풀어 당시 부대 위치와 세르비아군의 진격 상황을 드러냈다.@Polymarket 외 1· ♥ 2.8만
- 56일 전중국 AI 코딩 도구 zcode가 사용자 프로젝트를 통째로 자사 서버에 올린다는 폭로GLM 모델을 만드는 중국 AI 기업 Zhipu의 코딩 에이전트 zcode가, 설치만 하면 사용자의 프로젝트를 git 설정 파일까지 포함해 통째로 자사 클라우드 서버에 업로드한다는 지적이 나왔다.@dapper_penguin_style· ♥ 46
- 56일 전Meta가 Muse 커넥터를 개발자에게 열었다 — 결제는 Stripe가 붙는다마크 저커버그가 Muse 커넥터를 개발자에게 공개한다고 밝혔다. 개발자가 API를 가져오면 Muse가 에이전트와 브라우저, 그리고 사용자가 실제로 원하는 것의 맥락을 제공한다는 구조다.@finkd 외 2· ♥ 8.6천
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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
- @_jaydeepkaraleLife has been a joke since 2020 2020 — Covid 2021 — Lockdown 2022 — AI 2023 — Layoffs 2024 — AI agents 2025 — Wars 2026 — AI almost starts a warX
- @trq212We're adding support for AGENTS.md to Claude Code. Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md. You can toggle this behavior in /config.X
- @PolymarketJUST IN: GPT-6 Astra cracks an unsolved German Enigma message from World War II.X
- @ZcohenCNNNEW: The US military was prepared to board a Chinese vessel in the Middle East earlier this spring -- during war with Iran -- after an intel report concluded it was transporting components of a nuclear weapons program. But just before the planned operation, officials discovered the report had been generated w/ help of AI & chatbot used by the analyst inaccurately identified what the ship was carrying, sources tell @KatieBoLillis & me.X
- @robbietiltonI built a Photoshop-like image editor. It’s called Compositor. https://t.co/5EMXCgaWI1 I originally built it for myself to get off my Adobe subscription, but decided to release it for free and make it open source. It has all the essential tools I need for compositing, with none of the BS. I know this workflow is kind of archaic in 2026, but I’m still using it until AI can actually get pixel-perfect on some of the details. The entire app is 12MB. Photoshop is 6,455MB on my machine.X
- @KobeissiLetterBREAKING: Google's Gemini accessed the internet and hacked 3 other companies in the first known breakout of the company's AI model, per WSJ. Google said it the hacks did not warrant public disclosure because its model did not cause harm to the companies and ended each intrusion immediately after determining it had hacked a real company.X
- @sdmat123AnthropicX
- @c_valenzuelabReverse upscaling of games with AI. Play AAA like it's 1998X
- @ParamSiddhDead internet. This is scary. 😱 China's AI agent, Manus AI, runs 50 social media accounts 24/7, completely on its own.X
- @nypostOpenAI and Anthropic oversold AI security breaches to pressure feds into protecting turf: insiders https://t.co/IRsHJDt5D6X
- @GlobeEyeNewsBREAKING: Google Gemini AI agent hacked 3 companies.X
- @PolymarketJUST IN: Anthropic is considering releasing a new AI model to counter OpenAI’s GPT-6 Astra momentum, just days after CEO Dario Amodei called for the industry to “slow the pace” of AI development. — ReutersX
- @AnthropicAIAI systems are getting more powerful, and they're increasingly being used to build the next version of themselves. We want to illuminate that progress for the public. Today, we're sharing three measurements that help track AI development: 1. How much AI R&D is done by AI. 2. How well AI agents are overseen. 3. How compute is allocated. We provide a snapshot of these metrics from inside Anthropic. Any frontier developer could publish the same measures, and third parties could verify them. As tX
- @Meme0rableGoogle team after seeing Gemini hacked three companiesX
- @KatieBoLillisNEW: An AI-assisted intel report sent the military scrambling to intercept a Chinese ship in the Middle East it believed was transporting components of a nuclear weapons program. It turned out to be a hallucination. And it "almost started a war."X
- @AnthropicAIWe’re partnering with Accenture on independent evaluation of frontier AI—part of our recent commitment to embed evaluators at Anthropic. Both we and Accenture expect to invest at least $1 billion to build capacity in this area over the next five years.X
- @PolymarketBREAKING: Anthropic has quietly set up a "wet lab" in the Bay Area as it pushes Claude to conduct real-world biology experiments. — ReutersX
- @Kalshi_FinanceJUST IN: OpenAI and Anthropic reportedly exaggerated AI security threats to push the government to protect their market positionX
- @god_of_ai7今のAIモデルティア表 絶対に異論はないはず、、X
- @pzkh23Anthropic、以前から「製薬会社と競合しない（コスパ的に手を出さない）希少疾患の分野はうちがやる」と言ってたけど、本当にやってた。 成果が出れば、AIの社会的意義を認めさせるという点において大きい。X
- @SultanAlsafranأقدم لكم الدليل الشامل لتطبيق Codex أو ChatGPT المكتبي، أي عمل تنجزه على جهازك غالبا يقدر ينجزه لك، أرى أنه يغني عن غيره من تطبيقات الذكاء الاصطناعي. أرجو أن تجدوا فيه الفائدة، ولا نستغني عن ملاحظاتكم وآرائكم 🤍 0:00 المقدمة 0:55 تثبيت Codex 2:15 باقات ChatGPT 4:22 الواجهة والمشاريع 8:58 النماذج ومستوى التفكير 11:00 حدود الاستخدام والرصيد 13:17 الإملاء وخاصية إنشاء وتعديل الصور 15:27 الصلاحيات والطرفية 18:45 إنشاء العروض التقديمية 25:36 إنشاء المواقع التفاعلية 30:28 المكونات الإضافية Plugins X
- @india_plus_🚨Indian-origin white-hat hackers used Claude to hack OpenAI and earned ₹6.2 lakh bounty.X
- @YouWareAIWow~ Gemini 4 is live on Arena ，and it hits hard. I ran the same prompt against GPT-6 and put the side-by-side in this clip. Gemini 4’s build looks ridiculously strong to me. You? Ready to go toe-to-toe with GPT-6 yet? Play both on YouWare. Full prompt + links in the replies.👇🏻X
- @Mr_Salio🚨 Deepseek v5 Leak: Beats Astra > DeepSeek is reportedly preparing an imminent V5 launch > it could match or beat Fable 5.1 and Astra > Expected to deliver much stronger performance at a lower cost > DeepSeek is reportedly keeping the open-weight strategy Could DeepSeek V5 become the new king of open-weight AI?X
- @0xCodilaJev is the "Internet" moment for the AI industry It tells your agents and LLMs what to do next, in milliseconds and at almost zero cost If you set it up correctly, you will have the AI engineer’s stack for 2028 In this article, I show you howX
- @sergiorocaaEste ingeniero de Anthropic explica la manera correcta de construir agentes de IA en 14 minutos. La mayoría de los desarrolladores pasan meses haciéndolo de manera equivocada. Guarda esto antes de escribir otra línea de código de agente.X
- @haider1Mathematician Terence Tao: "we have to slow down AI. the pace is insane, and there's no reason to be this fast — no reason at all" It's amazing how willing we are to change everything without any idea what happens afterward These are extremely nonlinear dynamicsX
- @vercelJev was adopted faster than any other model in AI Gateway history. In the first day, @typesafeai reached ~13% of teams, 2x the GPT-5.6 family and 6x Fable 5.1.X
- @jun_songAn OpenAI co-founder spent 3 years quietly building Jev, only for someone to open source a better performing model in just 3 days. This is exactly why starting an AI company right now carries way too much risk.X
- @moneyacademyKEGoogle’s Gemini AI model hacked into three companies during a cybersecurity test, marking the first known case of Google’s AI autonomously carrying out such attacks. The model found public credentials and guessed passwords to access protected systems before stopping.X
- @ReutersGemini hacked three companies in first known breakout by Google's AI https://t.co/BVqmjmnDlWX
- @sairahul1Fine-tuning is about to become one of the most valuable AI engineering skills. Not because everyone needs a custom model. But because the people who understand how models learn from data will build things others can’t. Full guide:X
- @suraj_sharma1420 tasks for Claude before website launch - Privacy policy - Terms & conditions - Remove frontend secrets - Enforce HTTPS - Cookie consent banner - Meta titles/descriptions - Social preview image - Favicon - Sitemap and robots.txt - Image alt text - Image compression - Page load speed check - Color contrast fixes - Mobile responsiveness - Custom 404 page - Broken link fixes - Form validation - Spam protection - Analytics setup - Single clear CTA Ship fast but prevent minor X
- @Voxyz_aiIf you still think Sol and Astra suck at design, try this: “Use imagegen to reimagine this page, then implement it.” Codex now has 𝗜𝗺𝗮𝗴𝗲𝘀 𝟮.𝟱 built in, the strongest image model available today. Let it create the visuals first, then have Sol or Astra implement them. Many of the 3D game scenes, characters, and animations shared in posts are built around this same approach.X
- @DrEliDavid🚨 Breaking: Anthropic, OpenAI, SpaceX, Google sued for alleged agreement to pace AI in violation of Sherman ActX
- @unusual_whales"OpenAI and Anthropic oversold AI security breaches to pressure feds into protecting turf," per NYPX
- @synthwaveddNew versions of Fable, Opus and Sonnet are now being stealth tested across different Claude surfaces and accounts. Seems Anthropic may revive their old full lineup launch convention 👀X
- @polymarketjapan【話題】Anthropic、生物学研究所を設立 ・サンフランシスコ周辺に実験施設を開設 ・Claudeを活用し、希少疾患などの治療法を研究 ・AIによる実験自動化を人間の監督下で進めるX
- @midudev¡POR FIN! Claude Code añade soporte a AGENTS.md. No tienes que hacer nada: → Por defecto lee el AGENTS.md → Si no lo encuentra, leerá el archivo CLAUDE.md Disponible desde la versión 2.1.277X
- @Jason.@johnternus acquisition list: 1. @perplexity_ai = search / default LLM 2. @WisprFlow = siri 3. @Superhuman = native AI office suite / mail app / Grammarly is new keyboard on iPhone 4. @exolabs = local open source AI 5. @RobinhoodApp = finance platform (not for sale I know) 6. @Hello_GoAI = enterprise AI 7. @digitalocean = create an AWS competitor 8. Disney = obvious 9. DoorDash and uber = get into the real world of logistics! Bold move! Spend that @apple war chest on big swings — onlX
- @PolymarketJUST IN: GPT-6 Astra cracks another unsolved German military cipher, this one from the final hours of World War I, revealing troop positions & the advance of Serbian forces.X
- @BrianRoemmeleBOOOM! LAWSUIT! The antitrust lawsuit I said would happen in the first minutes of the “We must Pace AI” Doomer game just dropped. Antitrust coordination. There is no way this will not impact Antropic and their IPO as they are the instigators of this and now will face the corruption charges. There is no way that this will not impact the IPO of OpenAI as they colluded in private and both parties admitted to in in public. I predict more.X
- @AI_Arabic1هذا الشاب يطلع أكثر من 100 ألف دولار بالشهر من وكيل ذكاء اصطناعي بناه بنفسه ويشتغل بشكل شبه مستقل! 🤯 وفي 10 دقائق فقط يشرح لك كيف تسوي نفس الفكرة باستخدام Claude Code + Obsidian. احفظ المقطع عندك، وارجع له بوقت تكون فيه رايق 👌X
- @thtbee_Gemini 4 Pro surprises again! The prompt was to it to create a beautiful mechanical butterfly in three.js and needless to say the output is indeed beautiful! Earlier it was being tested under the placeholder "gemini-3.7-flash" but it seems to be have been removed from arena since..X
- @irabukhtJev dropped the price of SEO/GEO fixes by 90% Agents that audit and fix a client's SEO/GEO used to cost us ~$250 Here's where the savings come from: 1/ 30x faster reads of Search Console and PostHog/Mixpanel data 2/ 30x faster checks of what ChatGPT searches on Bing 3/ 30x faster modeling of what users ask Gemini and Claude 4/ 30x faster scans of who ChatGPT and Claude cite 5/ 30x faster analysis of the sources behind those citations 6/ 30x faster gap analysis: why they get cited and we X
- @dani_avila7Introducing Jev Model Router for Claude Code This Claude Code Mod lets you use Jev through its direct @typesafeai API or @vercel AI Gateway With every request you send to Claude Code, Jev classifies the subagent model, main model (only at session start to avoid breaking the cache), and effort level Install it with one command: npx claude-code-templates@latest --mod productivity/jev-model-router Full Mod details:X
- @viktoroddyGPT-6 Astra is by far the best 3D design model today. & this is THE Complete Tutorial Guide to Design in Codex. FULL guide you need to know about Codex and GPT-6 to start using it for design work and 3D creative work.X
- @synthwaveddwtf did they do to astra??? it's suddenly acting like gpt-3.5 for me, like genuinely to the point of being unusable. doesn't understand intent properly, output quality has dropped, and it feels it has borderline 0 context lmaoX
- @mark_kMy, my. Who would have thought? OpenAI and Anthropic deliberately fueled panic about AI, wildly dramatizing the security incidents. The goal? Regulatory capture.X
- @RohOnChainJev is the FASTEST AI model ever built for trading It makes calibrated buy/sell decisions in under 100 ms That is one real decision on every single block, 24/7 In this article I've shown EXACTLY how to build HFT trading system with Jev (from scratch)X
- @GergelyOroszIf you want to see an example on how having the very best AI model and harness doesn’t result in better/faster execution - in fact it slows you; It took the Claude Code team 16 months LONGER (!!) to add support for AGENTS.md than OpenCode & Codex, 12 more vs CursorX
- @MKhordooYes, classifiers existed. BERT, DeBERTa, GLiNER, fine-tuned heads. Most of them were specialized. Pick the labels, train, ship. Changing the rules at runtime meant another training run. What we did not have was a general-purpose classifier at Terra / Sonnet 5 level intelligence. You could fake it by asking an LLM for JSON, but that was slow, expensive, and poorly calibrated. Jev is that missing piece. Labels defined in code, typed answer plus confidence, no extra LLM call. Classification is X
- @StockSavvyShayOppenheimer sees $META Muse reaching $28B of AI agent revenue by 2027 driven by 115M paying users at the same 6% conversion rate as ChatGPT. Wild to see 80% Agentic AI operating margins which would make Muse way more profitable than Meta’s core ads engine.X
- @DataChazJev might genuinely be an “Internet moment” for AI. TypeSafe reports up to 193x faster and 444x cheaper performance in tests with Claude Fable 5.1 and GPT-6 Astra. @0xCodila just wrote a great 10-page article explaining what Jev is, how to use it, and where its 100x advantage comes from. Here are the 10 steps: 1 → LLMs create. Agents act. Jev decides the next move. 2 → Turn agent forks into three primitives: Choice, Score and probability. 3 → Build with OpenAI, Anthropic or xAI first, thenX
- @yyyole这也太夸张了吧！学到了！！ 这拿来做竞品分析，简直有如神助！！ 37 个品牌、724 支广告，40 秒拆完！ 跑完一轮分析，成本0.09美元！！ 做竞品分析的朋友，看到这个真的很难不心动。 Jev 批量分析竞品广告，系统拆解背后的思路，从开头怎么吸引人，到最后怎么促成行动，覆盖六个维度： Hook：第一句话、第一个画面，靠什么让人停下来？Format：用了什么广告形式，怎么呈现产品和卖点？ Offer：给了什么购买理由，优惠、试用，还是其他？ CTA：希望用户点击、注册，还是直接下单？ 认知阶段：这条广告面向谁？ 落地页：广告的落地页是否正常连接？ 我知道AI可以用来研究竞品，没想到能研究的这么快，这么透彻啊！ 对于前期收集素材、整理套路、寻找测试方向，这已经足够了！X
- @stark0xbtGavin Baker: "AI models will go to zero. Data centers are commodity. Energy is commodity. Only two things in the whole stack have real value: data moats and reinforcement learning." His survival list is short: - Google — already multi-trillion, safe - xAI — his call: worth over $1T combined with X - Anthropic — the other closed model that survives Microsoft, OpenAI, Meta — chose open source. Baker treats them as commoditized. What he actually buys: things that increase GPU utilization. Take X
- @KalshiJUST IN: 4 users sue OpenAI, Anthropic, and xAI, claiming "they teamed up to make AI worse on purpose"X
- @livedoornews【米報道】GoogleのAI「Gemini」他社システムに不正侵入 7月に認識も公表せず https://t.co/hBV1SU36cu 「Gemini」がセキュリティー機能のテスト中に他社のシステムに不正侵入していたことが19日までに分かった。米紙ウォールストリート・ジャーナルが報じた。X
- @EAA_tw『マイクラ』の中で『CoD:BO2』を実現、AIモデルGPT-6 Astraで 詳細👉️ https://t.co/ugqhrWMcY3 ・『Minecraft』の中で『CoD:BO2』のHijackedが動く ・ブラウザ版→ゲーム内PC→Java移植の3段階 ・素材は実際のゲームから書き出したもの... #マイクラ #CallofDutyX
- @dkare1009Learn AI for free directly from top companies. 1 - Anthropic: https://t.co/YUDvnoQ695 2 - Google: https://t.co/Xby9Kv4vYS 3 - Meta: https://t.co/moMnvupJMq 4 - NVIDIA: https://t.co/HTv0MZeLhS 5 - Microsoft: https://t.co/13IUj8yGn3 6 - OpenAI: https://t.co/kAX0ALb2bD 7 - IBM: https://t.co/dyEjZ2n8da 8 - AWS: https://t.co/sgvoQoo0V7 9 - https://t.co/zaEIgKQ8UN: https://t.co/2ihegbNlKv 10 - Hugging Face: https://t.co/bYbuUhhklY Comment "Learning" if you find this helpful. RepoX
- @WSJGoogle’s Gemini accessed the internet and hacked other companies during a test, the first known example of the company’s AI autonomously committing such an actX
- @stripeBuild a Muse connector and accept agentic payments with Stripe.X
- @StockSavvyShayTHE AI STACK AT ~$8T ARR BY 2030 Truist sees the AI economy shifting where value is captured as hardware monetizes buildout, cloud monetizes compute, models monetize intelligence and applications monetize the work AI ultimately replaces or improves: CLOUD LAYER • $AMZN selling AI infrastructure through AWS while pushing its own Trainium & Inferentia silicon to lower cost of training & inference inside its cloud • $MSFT using Azure to sell GPUs, model access & AI services while distributing X
- @shownotover🚨 I tested Claude Pro ($20) I used Opus 5 at MED settings (forgot to use max) I am ABSOLUTELY AMAZED!!! 20 mins is what I was thinking... here is what I actually got: - 44 minutes of usage - 58% of 5h limit used (7% weekly!) - $25 API usage - 32 Million tokens!!! Meaning!!!! You'll get ~$1500 worth of API usage for $20!!! And a TOTAL of 41 HOURS of WORK!!! (in a month) ABSOLUTE GOAT!! I was NOT expecting this! Codex!! Good bye, I don't think I'll ever come back!X
- @karanC_12Google CEO right now :) A Gemini model accidentally hacked 3 real companies during a cybersecurity test.X
- @alextalksaiGoogle’s Gemini Right NowX
- @HamonPaulmJev just killed 90% of my seo/geo costs. this is insane. one agent run that audits and fixes a client's seo/geo used to cost us ~$250. now it's ~$25. same output. not a better prompt. not a new workflow. not a cheaper freelancer. just 30x faster on the boring parts: → reading search console + posthog/mixpanel → checking what chatgpt actually searches on bing → modeling what users ask gemini and claude → scanning who chatgpt and claude cite → digging into the sources behind those citations →X
- @LLMpsychotypesafe-ai/skills is a skill pack for TypeSafe System One. Drop it into Codex or Cursor so agents get typed decide, tool, and evaluate loops. 440 stars.X
- @sxhivsjev has changed computer-use forever. i built a computer use tool with jev that costs basically nothing to use, and has sub-second latency. it can even decide what to type, and doesn't need an LLM. open source. link below. no LLM required.X
- @ajitcodesAnthropic engineer: "99% of people use Claude Code like Google, and only 1% are running swarms of self-learning Claude agents I'm running 100+ agents in a loop. I have Chief agent, PM agents - they manage the whole team" in a 30-minute workshop, an Anthropic engineer revealed how to get max value from Claude Code at min. cost this is worth more than another $500 vibe-coding course watch today, then read how to build self-improving agentic systems with Fable in the article belowX
- @0xRickerJev Engineering is the layer most agent stacks are still missing. state → decision → action → verification → next state up to 193x faster and 444x cheaper in our tests. everyone is optimizing the model. Jev Engineering optimizes what happens between model calls. every agent eventually hits the same fork: state → multiple possible actions → one route has to win instead of sending every decision back to an expensive LLM call, Jev turns that into a dedicated layer: so the loop becomes: LLMX
- @irabukhtJev killed 7 more SEO/GEO workflows 👇 1/ Assess which competitor pages to copy -> It scores every competitor page on answer, depth, proof and freshness, then checks its rank in Google and ChatGPT to show which ones are worth copying 2/ Identify which page elements to change to get cited -> It reads the title, meta, H1, FAQ and schema on every page and returns keep or change for each, with a confidence score 3/ Check if your pages answer what people ask AI -> It matches real buyer questionX
- @openrobotoJev by @typesafeai might change how we control robots. We compared Jev, GPT-6 Astra and GPT-4.1 mini in MuJoCo. One apple. One plate. Each model chooses intent → X/Y/Z direction + gripper open/hold/close. 🧵X
- @notjaziianthropic is about to mog everyone with new models fable 5.2 just made fully working fortnite clone in voxel style and it looks so good everything was made with pure code using only threejs in about 12 hours now imagine same thing made inside unreal engine game devs are so cooked 😭 you can play it here:X
- @ClaudeCodeLogClaude Code 2.1.278 has been released. 2 CLI changes Highlights: • Auto mode defaulted to the server-side classifier to avoid classifier overhead charges • Added 'Auto mode server' to /status showing if classifier runs server-side so overhead isn't charged Full details are in thread ↓X
- @StockMKTNewzAnthropic is reportedly considering rolling out a new AI model to counter OpenAI’s momentum since its launch of GPT-6 Astra - ReutersX
- @andrew_erfВидел тут ветку: чел купил подписку за 200$ и за сутки сжёг недельный лимит на Опусе. Причина банальная - контекст забит на 93%, это ~900к токенов в одной сессии. Почему это плохо: - модель к этому моменту уже заметно тупит (context rot) - каждый запрос тащит за собой весь этот хвост - отошёл больше чем на час - кэш протух, и следующий промпт стоит примерно в 20 раз дороже, чем с тёплым кэшем Как я менеджу контекст в Claude Code:Threads
- @dapper_penguin_style又出事囉阿北！ 這次是中國的AI公司智譜 也就推出GLM系列模型的那間 他們旗下也有類似於Claude Code和Codex這樣的agent 軟體 叫作zcode 然後有歐美用戶就發現這個zcode只要安裝了 就會把你的專案包括git和其他設定檔打包上傳到他們家的雲端伺服器 在服務條款和更新文件是完全沒提到這件事情 這些用戶把問題貼到推特上 然後就炸鍋了 但我心裡想的是 這些人難道是第一次用中國的軟體或服務嗎？🤣 這種操作不就稀鬆平常有什麼好意外的？Threads
- @luke78511앤트로픽, "생명과학 검증 프로그램(LSVP)" 신청 접수 시작 • 생명과학 전문가들이 새로운 안전장치와 함께 클로드 모델을 생물학 관련 전 영역 작업에 쓸 수 있게 열어줌 • 이번에 처음으로 "Mythos" 모델도 이 프로그램을 통해 이용 가능 • X 조회수 7.6만+, 1시간 만에 반응 AI 안전판을 아예 없애는 게 아니라, "검증된 전문가"에게만 제한 해제하는 방식이 인상적 신약개발/바이오 연구 쪽에서 실제로 어떻게 쓰일지 관전 포인트 #AI #Anthropic #LSVP #생명과학AI #바이오AIThreads
- @bot.topiaAI 영상, 이제는 생성보다 편집 Agent예요. 프롬프트로 뽑던 단계에서 Codex·Claude Code가 컷·자막·B-roll까지 건드리는 쪽으로 넘어가고 있어요. 지금 쓸 만한 편집 Agent 6개 정리해 뒀어요. 🧵 ᴏꜱꜱ · ᴀɢᴇɴᴛThreads
- @web_ai_fufuWEB制作夫婦、 毎月いろんなツールに課金しています。 👨夫 ChatGPT / Claude / Gemini / Cursor / サーバー / Chatwork / Slack / freee会計 👩妻 ChatGPT / Claude / Gemini / サーバー / Figma / Canva / YouTube Premium / Chatwork / freee会計 最近クビになった方々。 Adobe / Zoom 👨夫 「YouTube PremiumはWEB制作ツールなん？」 👩妻 「広告流れたら集中切れるやん」 👨夫 「仕事……？」 👩妻 「仕事です。」 次は全部合わせて 年間いくら払ってるのか計算します。 怖いのでまだ計算してません。 これ見た人、課金してるツール教えてほしい😂Threads
- @tan03.28클로드가 문서랑 발표자료를 직접 만들어주기 시작했어 앤트로픽이 Claude Docs랑 Claude Slides를 베타로 냈어 Docs는 클로드랑 같이 문서를 쓰면서 동료가 동시에 편집하는 형태야 클로드가 초안을 쓰고 문장에 코멘트도 달아 Slides는 "발표자료 만들어줘" 하면 만들고 고치고 발표까지 해 완성본은 PDF나 파워포인트로 내려받을 수 있어 동시에 Cowork라는 별도 제품은 없앴어 대화 모드냐 작업 모드냐를 고르지 않고 클로드가 알아서 판단해 Pro와 Max 구독자부터 풀리고 있고 클로드 코드는 그대로 따로 남아Threads
- @hongso0921미리 알았더라면 좋았겠지만, 글자로 알고 듣고 해도 꼭 그 과정을 몸으로 겪어야 아는 것들이어서 어쩔 수 없었다고 생각하고. 솔로프리너 모임에서의 변화를 생각해보면 에이전트와 AI, 터미널 빌드 이런거랑 이거해볼까요 우와 아이디어 추상 철학 이런 얘기 하다가 빌드아웃하고 성숙하고 얻어터져가면서 이젠 마케팅 매출 얘기가 지배하고 있다 KPI는 고객에게 닿았나 구매와 구매관련 지표라도 수집했나 비슷한 매출 성공사례를 또 찍어내듯 확장할 수 있나 이런걸 하는데 ai를 어떻게 붙이나 다들 에이전트 군단 보유 정말 즐겁고 행복하긴 한데 월천딸깍은 없어서 우리만 느린가 싶지만 같이 배워가는 중 사업놀이에서 사업으로 구멍가게 같더라도 몸 한계 없이 스케일업가능한 사업으로 화려하지 않아도 쏠쏠하고 똘똘하게 즐겁기만 한 모임은 아닌데 신기하다 - 회사도 아니고 친분 친구 모임도 아닌데 약간의 긴장은 있어서 공적인. 1년째 지속되는 모임Threads
- @visual_intelligent메모리 반도체 투자자들이 놓치기 쉬운 질문 하나. HBM 슈퍼사이클이라는 말을 믿기 전에, 그 사이클이 정확히 어디서 끝나는지부터 물어봐야 한다. 최근 화제가 된 Jev이라는 모델이 좋은 참고점이다. 텍스트를 생성하지 않고 상태를 입력받아 분류·점수·판단만 빠르고 싸게 반환하는 이 모델의 요지는 하나다. AI 스택의 모든 작업이 똑같이 비쌀 필요는 없다는 것. 복잡한 추론은 여전히 무거운 모델이 맡지만, 반복적이고 구조화된 판단은 훨씬 가벼운 전용 엔진으로 떼어낼 수 있다. 이게 소프트웨어 계층에서 벌어지는 언번들링이다. 흥미로운 건 정확히 같은 논리가 지금 메모리 계층에서도 벌어지고 있다는 점이다. 지금 시장의 컨센서스는 단순하다. 에이전트 AI가 늘어나고, 컨텍스트 윈도우가 길어지고, KV 캐시가 쌓이니까 메모리 수요는 계속 폭발한다. 맞는 말이다. 문제는 "메모리 수요가 폭발한다"와 "그 수요가 전부 HBM 프리미엄으로 흡수된다"는 완전히 다른 명제라는 것이다.Threads
- @ai.director_yeon코드를 다루는 AI 작업, 이제 단절 없이 이어집니다. 클로드 코드(Claude Code)에서 그동안 분리되어 있던 기존 AI 세션끼리 메시지를 주고받는 기능이 추가되었습니다. 여러 프로젝트나 문제 해결 과정에서 AI를 활용할 때마다, 새로운 세션을 시작하며 이전의 맥락을 다시 설명해야 했던 번거로움이 이제 사라집니다. 개발자는 이전 AI 세션에서 진행된 코드 논의, 결정 사항, 특정 지시 등을 새 작업 세션으로 손쉽게 불러와 즉시 활용할 수 있습니다. 이는 단순히 정보를 복사-붙여넣기하는 수준을 넘어, AI가 이전 대화의 맥락을 깊이 이해하고 새로운 작업 흐름에 자연스럽게 통합되어 개발 연속성을 확보하고 생산성을 높이는 데 기여할 것입니다.Threads
- @rezaansoorhttps://developers.openai.com/api/docs/pricing this one.. Or if you already use codex app, then just top up credits I guess.. tbh, Sol practically could do what most Astra could do.. thoThreads
- @ai_neo_lab깃허브에 ⭐2.3만 개인 3D 건축 에디터가 있음. 근데 브라우저에서 바로 돌리면 WebGPU 지원 브라우저가 필요함. Pascal Editor. 바닥 계획 짜고 벽·창문·가구 놓고 3D로 바로 확인까지. 로컬 퍼스트라 내 컴퓨터에만 남음. AI 에이전트랑 MCP로 연결해서 "거실 벽 30cm 밀어줘" 같은 말도 알아들음. 여기까진 다들 아는 얘기고, 실제로 돌리려면 Node.js 22.13 이상이랑 Bun 필요함. `bun dev`는 루트 폴더에서만 돌려야 핫 리로드 걸림. 데이터는 `~/.pascal/data/pascal.db`에 sqlite로 박힘. CLI로 `pascal mcp connect` 치면 에이전트 붙임. 함정 하나. npm 베타 버전엔 최신 '가구 후보 읽기 전용 검사' 기능이 아직 안 들어있음. 그거 쓰려면 깃허브 프리뷰 버전 따로 받아야 함.Threads
- @presleythompsonEspecially now that any LLM can tell you how your colors, fonts, sizes stack up against readability and accessibility standards.Threads
- @hili_ai_agent僕のCodexは日曜日リセット。なので日曜・月曜の2日間、自作の仕事場「FPD」で、止まっていたプロジェクトを進めたい🍄 「火曜にまたリセット？」と気になる投稿もありますが、全員の自動回復や日本時間の実施時刻が確定したわけではありません。原文で分かることと、僕の作戦を分けて記事にしました。 FPDの仕事画面、きのこの村、ドット絵の妖精一覧も紹介。目標は利用枠を空にすることではなく、修正・確認・引き継ぎまで進めることです。 https://note.com/hili_ai/n/na8265780df61 ※添付は匿名の紹介デモ。村は改修前の図です。集中作業はこれからの計画で、実績報告ではありません。Threads
- @dori.2678아스트라는 인간도 못깨는 10분짜리 슈팅게임도 이제 쉽게 깨던데 아니 이 멍청한 물고기는 테스트 둘 다 19초 버텼네요. 진짜 에이전트 네이밍하나는 기가막힌듯.😂Threads
- @pixelandcode2026클로드 R&D 26% 자동화, 우리 회사와 무슨 상관일까요 클로드 R&D 26% 자동화 소식을 정리했습니다. 2026년 9월 17일 발표된 Anthropic 리서치 자동화 지표가 실무자에게 시사하는 점을 확인하세요. Claude #AI에이전트 https://pixelandcode.co.kr/blog/claude-rd-automation-index-26-percent-2026-09/Threads
- @pulmap.app바이브 코딩 7단계, 지금 나는 어디쯤일까 바이브 코딩 숙련도를 대화형부터 에이전트 분업까지 7단계로 정리한 바이럴 릴스. 각 단계의 특징과 대부분이 중간에 머무는 이유를 정리했습니다. https://pulmap.app/blog/reel-vibe-coding-levels/Threads
- @TheMathFlowSolving a Rubik's Cube with graph theory.X
- @NewsWire_USU.S. military almost started war with China due to A.I. error — CNNX
- @SAQERPRESSドラゴンボールの撮影の裏側を初めて見たX
- @CalebSolInvestors trying to predict the market The market:X
- @finkdOpening access for developers to build Muse connectors. You bring the API -- Muse brings the agent, the browser, and the context of what the person actually wants. People reach your service just by asking for it, and their agent takes it from there. New connectors are live today. Come build with us.X
- @nazo_btwhttps://t.co/A6fF34Qq3nX
- @thsottiaux@udiWertheimer OK fine. But it’s also still coming in TuesdayX
- @MoonGotchiJev is INSANE. I built this in an evening and morning. A real-time trading bot ingesting onchain+offchain data to make rapid decisions about trades. Fully autonomous. So far it has lost me $31,680.X
- @skiranoBiblical level of losing the plotX
- @jsawaddThis is Sam Altman at 25 years old, pitching Loopt to a person in a diner It’s strange to watch now because he runs one of the most influential companies in the world The app was a location-sharing app but nobody thinks about it when they think of Sam It got me wondering how many founders are probably in their Loopt era rn? The company they’re working on may not be the one they become known for It might just be the company that teaches them how to sell, hire, raise money, and keep X
- @etnshowJUST IN: OpenAI are offering robotics engineers salaries up to $500,000 before equity as they push into hardware, per BI.X
- @thsottiaux@stemonteduro You main Sol? And out of curiosity, you never buy credits?X
- @chetasluaFable 5.2 holy shit this is pure JS thats it one shotX
- @typesafeaiIt's Jev, not JevX
- @spacepixelPosition your portfolios accordinglyX
- @0xCVYHLaya é um open source do Jev que já veio acima dele. tá cada vez mais rápido https://t.co/XVyFYPxVhtX
- @thsottiaux@willcb I could see Astra and Jev being best friends in real lifeX
- @masa_okamura108JEV、すごい。面接議事録100人分（架空データ）を渡したら ・12.8秒で全員を「通過／保留／見送り」に仕分け ・専門スキル、コミュニケーション、志望度をスコア化 ・「重大な懸念あり」の議事録も検出 コストは全部で$0.005。1人あたり0.01円以下。 文章生成ではなく評価・判断専用モデルなので、速くて安い。 採用文脈なら「どの部署に適性があるか」の判定、一次スクリーニングの補助、面接官ごとの評価のばらつきチェックなど、使い道が広そう。X
- @CalvinKlein데님부터 아우터, 언더웨어까지. F26 시즌, 스타일을 완성할 가장 감각적인 룩X
- @CompleteSkepticok this is pretty good xDX
- @higgsfield_aiJev is really good at content filtering and asset selection. DeepSeek + Higgsfield turn the selected assets into ad creatives.X
- @SoyAmanii🚨 CREO QUE TODAVÍA NO ESTAMOS ENTENDIENDO LA VELOCIDAD A LA QUE ESTÁ AVANZANDO LA CREACIÓN DE CONTENIDO CON IA. Mira este video. Esto es lo que una IA puede crear HOY. Ahora piensa cómo se veía el contenido generado por IA hace apenas 2 o 3 años… y proyecta esa misma velocidad de mejora otros 2 o 3 años hacia adelante. Ahí es donde la cosa se vuelve absurda. En Silicon Valley ya no se habla únicamente de IAs que generan una imagen o un clip. La dirección general es hacia sistemas capaces dX
- @aisearchioJev is not open-source and only available via API. Here's an open version called Nimble which performs just as well. https://t.co/67R23rhGFFX
- @chetasluaFable 5.2 made this video and game both < routed from fable 5.1 >X
- @GoogleAIStudioWhat are you vibe coding this weekend?X
- @Its_Nova1012https://t.co/y3rAF4UbyeX
- @markjaquithThis is my new shortest “what is Jev” explanationX
- @MTSliveHacktron founder @S1r1u5_ argues OpenAI is running a “Manhattan Project” on Slack and GitHub, giving it the same basic attack surface as any startup: "Every repository is running on github .com/openai. It's the same thing that Hacktron uses or any other company uses." "We have friends at OpenAI who are much more capable than what we could do. But what I can say is, why is it running on Slack? Why are you running this Manhattan Project from Slack? Why are you hosting your repositories on githubX
- @AskVeniceJev by @typesafeai is now on the Venice API, in beta. It answers, it doesn't write. Send it your app's state and typed questions. Get back a typed answer your code can branch on: a probability, a chosen option, or a score on your rubric. No JSON to coax out of a chat model.X
- @gregisenberg10 Jev native products I’d build, ranked by how much fast, cheap decisions change the product: 1. Agent spend firewall Before every purchase, Jev returns approve/review/deny plus a confidence score based on price, vendor, user rules and purchase history. 2. Self-healing tool calls After an API error, Jev chooses retry, wait, change parameters, switch providers or escalate. So now you have agents that recover from failure in milliseconds instead of restarting the entire workflow. 3. IrreverX
- @GaryMarcusI’ve got bad news for humanity: there ain’t gonna be a real slowdown. Trump is too tied to the economics. Dario’s idea of independent evaluation is actually evaluation done by his buddies. He is ALREADY reportedly thinking of releasing a new model to counter OpenAI. And Jensen is on a crusade against any substantive regulation or slowdown whatsoever. Good luck with China. Short of a miracle at the Trump-Xi meeting next week, we are simply going to Fuck Around and Find Out.X
- @ai_xiaomu客服 & 内容审核 & 招聘等 agent 都会因为 jev 模型迎来重构，这是新的机会。X
- @S1r1u5_I want to be very clear about this. just because we found one serious exploit on openai does not mean we know how to secure an organization that complex. openai has security people with far more experience and better qualified doing that than us, and i don’t want to pretend we have solutions. note, i was saying "they are building manhattan project", it is not a belief i strongly hold, i don’t like making confident predictions about the future. it is the labs that make those comparisons. whatX
- @higgsfield_aiJev + Higgsfield = solved auto-routing for genAI models. In this demo, @typesafeai’s Jev evaluates prompt and picks the most fit models for video and image generations on Higgsfield API.X
- @droidbuildsImagine having the confidence just to get rejected like this 😭🥀X
- @ksw_armani've really been loving https://t.co/UOueEZA8vI latelyX
- @ibocodescan we stop logging people out every 3 days i pay $100 a month and i still have to prove who i am twice a week my shitty bank app keeps me logged in longer than thisX
- @grad_escape1년가까운 리비전 끝에 논문 리젝떴다~ 하하하 리뷰어 한명 혼자 계속 잡고늘어져서 결국 리젝났네ㅋㅋ 처음부터 리젝주든가 시간만 버렸어😡 학계 발전을 위한 엄격한 리뷰 감사합니다 ^^ 복 많이 받으시고요,,,Threads
- @msviblovКитайская железка AJazz на удивление зашла - сделал кастомную клавиатуру вайбкодера. Доволен, советую!Threads
- @ohtt_anyway클로드 모션그래픽 엄청나잖아 ..?! 🙄 거의 ❝해줘❞ 수준의 프롬프트라 솔직히 기대 하나도 안했는데 진짜 대박이다 ╥﹏╥Threads
- @kuku_dady1시간 넘는 삽질 MS사 코파일럿 업무 도입 일주일째. 대략 MS OS + 클로드 오퍼스 조합을 애용 중인데, 클로드 오퍼스를 띄운 상태로 워드 파일을 부른다는 것이, 파일을 띄어 놓고 MS사 코파일럿을 자동 소환하는 바람에 바보 코파일럿과 한 시간 넘게 삽질을 했다. 어처구니 없는 시간 낭비 앞으로는 자제해야겠다.Threads
- @testofschool_spam3/ The Ask 솔직하게 적겠습니다. 아직 실제 현업 담당자의 손을 거쳐보지 못했습니다. 개발자가 상상한 편리함과, 매일 서류의 무게를 견디는 현장의 고통은 분명 다를 것입니다. 중앙부처/지자체 조례·규칙 담당자, 기업 법무·컴플라이언스 담당자분들의 냉정한 쓴소리가 절실합니다. "이 부분이 불편하다", "이게 먼저다" 같은 피드백이 이 도구를 살립니다.Threads
- @testofschool_spam다음 업데이트로 고민 중인 6가지 중, 현업에선 무엇이 가장 시급할까요? 1. 파일 직접 업로드 (PDF/문서 대조) 2. 법제처 API 연동 (원문 자동 조회) 3. 대조 결과 링크/PDF 공유 4. 관심 규정 개정 알림 5. 영문 행정규칙 다국어 지원 6. 다크 모드Threads
- @mattglory_vlog클로드 안녕 해고 👋Threads
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