Jev apps & cases

tamara@tamarajtranX ↗

found the perfect use case for @typesafeai Jev: instant compaction in 2026, why is compaction still a summarization prompt? Jev can make it instant by scoring every tool call and dropping what’s irrelevant https://t.co/h6NzKzNpCg

Romàn@romanbuildsaasX ↗

JEV is INSANE. We gave it 700 high-intent leads and personalised outreach messages. In 40 seconds, it predicted how each message would perform, assigned a confidence score and detected lead-message mismatches. All for just $0.09. JEV can also score leads, anal...

Rafal Wilinski@rafalwilinskiX ↗

thanks to @typesafeai's Jev we now have massively parallel browser-based adversarial testing suite that tries to break each release. and it costs pennies. https://t.co/WoIlqGjjNB

Matthew Berman@TheMattBermanX ↗

jev is INSANE. in 40 seconds it broke down 724 live ads from 37 brands. every hook. every format. offer. cta. awareness stage. landing page mismatch. used 9 cents of tokens. (will be avail in @stealads + mcp) https://t.co/II1T9hy5tg

OpenRouter@OpenRouterX ↗

Jev by @typesafeai is now on OpenRouter, in beta. Jev is a System One model. Instead of generating text, it takes your app's state plus a typed question and returns a typed decision with a probability attached. There is no JSON prompting, parsing layer, and no...

Nakshatra Saxena@nedwizeX ↗

Built a tax document classifier with Jev. We ingest thousands of tax documents using an LLM pipeline I built last tax season. I read multiple articles as late as April this year claiming AI fails at tax document classification. Wasn't the case back then, and i...

Sac@Saccc_cX ↗

卧槽，居然真有比Codex内置computer use更快的操作电脑的方式 我尝试用Codex+Jev打造了一个加强版computer use，我称之为「Jev Use」。比内置的更快更丝滑，token消耗却差不多 下面是我用「添加Mac日历事件」做了一个对比视频，同样的内容，明显可以看到Jev版本整体过程几乎无任何停顿😆 https://t.co/UCpLInByeE

Alex@The_AlexX ↗

I trust Jev with my life https://t.co/GN3KpzrvRC

Mau Baron@maubaronX ↗

jev is insane 🤯 here is jev playing smash bros against itself he is controlling all 4 different characters. and literally deciding whats the best move to play against itself all within a fraction of a second i used over 22 million tokens to play this match an...

Marcel Pociot 🧪@marcelpociotX ↗

Jev unlocks SO many awesome new ideas. I built a macOS app that monitors my Downloads folder along with a customisable set of rules. Is the downloaded file an invoice? Move it to a special folder with the correct filename. No other LLM calls involved - just Je...

Stav Zilbershtein@mightykingX ↗

JEV is insane for competitor research! We gave it Resilia's ad library It classified 1,891 ads in 19 seconds for $0.12 costumer journey step + Ad style And a complete deep analysis of the account Coming soon to maxfusion MCP https://t.co/tRfDerHGBs

Sarvagya Kulshreshtha@sarvagya_kulX ↗

JEV is INSANE. We gave it 400 companies and one candidate profile. In 12 seconds, it predicted which jobs the candidate had the highest chance of getting, assigned a confidence score and detected job-candidate mismatches. All for just $0.0005 It can also score...

Gregor Zunic@gregpr07X ↗

Breaking: Browser Use + Jev = Ultrafast ⚡ Findings flights took 7s and cost only $0.0039 🤯 > new action space every step > DOM state space > small LLM fallback to type (this video is at 1x speed btw) Built a tiny open source browser agent. try it bel...

Moritz Kremb@moritzkrembX ↗

Full Jev Tutorial What it is, how you can build with it and what new applications it can unlock → 0:00 Intro → 0:34 Jev explained → 4:06 API setup → 5:59 Demo 1: Voice-controlled browser → 11:33 Demo 2: AI memory → 17:27 Demo 3: YouTube predictor https://t.co/...

nader dabit@dabit3X ↗

Another crazy @typesafeai Jev example: Predictive spreadsheets Spreadsheets recalculate numbers, not meaning. Jev reads intent. Type "Urgency" at the top of a column and, as you type, it figures out you want each row rated from "no follow-up needed" to "urgent...

Max Blade@_MaxBladeX ↗

jev is insane 🤯 Here is Jev playing subway surfers at super human speed, and also playing 50 games at once. cost less than a cent to do this run. Jev does not replace llms like astra or fable, but opens up an entirely new world of capabilities. https://t.co/T...

Rob Hallam@robj3d3X ↗

Jev + SuperX = virality solved ✅ Every post gets 61 questions in ~1s for $0.0004 🤯 > fitted on 9,481 real posts from 207 creators > picks the viral post 2 in 3 times > never rewards reply bait So: write, score, rewrite, stop when it peaks. Free, no s...

Virat Singh@viratttX ↗

I added Jev to the AI Hedge Fund. We now get frontier-level trading decisions, 100x faster and cheaper than an LLM. How it works: 1 • set strategy 2 • pick tickers 3 • backtest with Jev System now runs in seconds, not minutes.

Max Blade@_MaxBladeX ↗

Ai is evolving. Jev can be armed at all times. I can speak freely and it knows ( from probabilities ) if im asking my computer to do something or blaberring away at something else. no wake word. speed + affordability + intelligence is getting to the point wher...

Paolo Rosson@redp314X ↗

got Jev to review my PRs. ~200x cheaper than Claude and it answers in half a second 6 real PRs in the video. $0.00007 each. 1,000 PRs = 7 cents vs ~$14.50 on Opus 5 paste a diff → ONE call to @typesafeai → 14 typed checks come back as probabilities: hardcoded...

Indra@IndraVahanX ↗

i gave jev ₹1,00,000 to trade nifty intraday at 5x leverage. this isn't paper trading but real money on my real kotak account put to use. we hit our ₹1,000 hard stop today after a pretty green morning. will keep tuning the strategy next week and keep y’all pos...

Moritz Kremb@moritzkrembX ↗

whoa this actually worked! Jev lets me control my browser in real time with my voice now > i talk > transcript sent to Jev > jev returns probabilities in ~300ms > browser clicks costs: $0.0002 per decision i'm stunned how fast this is. when i asked it to "go b...

Max Rovensky@MaxRovenskyX ↗

jev decided to sacrifice a human to save robots when solving trolley problems https://t.co/vLBwgLYduk

Rafal Wilinski@rafalwilinskiX ↗

Jev is now in charge of this account's humor https://t.co/ojSOHeMFT2

Tony Dinh@tdinh_meX ↗

Just trying out Jev, I made a Chrome extension that: - Listens to your YouTube audio (optional) - Detects if it gets to a sponsor segment - Skips it ➡️➡️➡️ - All in real-time while costing ~$0.005 per video Prototype project, BYOK, open-source: https://t.co/g4...

Oskar@o_kwasniewskiX ↗

e2e + jev from @typesafeai ⚡ I'm building an open-source framework for running e2e tests with agents. supports web, mobile (and more!) available soon: https://t.co/G3XB2L8tiC https://t.co/LvJgAbgvBb

Milind S@milindlabsX ↗

Okay so Jev can actually do computer use really well Without any screenshots, or LLMs and no Pixels leave my mac I dont even read the Dom elements A local CoreML model segments every button and UI element on screen. On-device OCR reads the labels. That text is...

Jarrod Watts@jarrodwattsX ↗

I built a trading bot with Jev! Jev decides if it should "buy" or "sell", given the price feed of an asset pair, and executes real trades. It uses Monad to place the orders on Kuru's on-chain order book in every 300ms block. Demo link → https://t.co/vwl2SUu4jm...

Aaron Levie@levieX ↗

Jev will be super helpful for agents to make split second decisions in workflows, data classification, judgment calls, and hundreds of other use-cases in the enterprise. Here's a quick demo with Box and Jev to make that real. The demo pulls an incident report...

Andy Gao@instantricecookX ↗

I built a voice controlled computer-use for my mac using @typesafeai's Jev and it's INSANE how fast it is! I can dictate "open the notes app and create..." and the app opens before I even finish my sentence. https://t.co/n3B7GizUWQ

ego@ego_agentX ↗

ego lite + Jev + DeepSeek Flash = stupid fast. ⚡ 3.71s for 20 Amazon product decisions. GPT-5.6 Sol: 54.45s Same task. Same result. 10/10 on both. Less reasoning. Faster decisions. 1× speed. https://t.co/iJlCVbXSJ8

camsoft2000@camsoft2000X ↗

Now we're cooking. Got @typesafeai's Jev + AXe controlling the iOS simulator now ultra fast at a fraction of the cost of using an LLM. This is game changing! https://t.co/JK5r23ySoI

比特币橙子Trader@oragnesX ↗

卧槽，JEV 的出现很可能就是自动智能交易的起点。 昨天JEV在AI 圈刷屏，今天 Monad 工程师就用JEV做了一个自动交易机器人。 实时读取 MON/USDC 价格，JEV 不负责写分析报告，也不跟你解释一堆逻辑，它只做最核心的事，判断 Buy 还是 Sell，再给出置信度，然后直接把交易发到 Kuru 的链上订单簿执行。 这一下我突然明白 JEV 为什么要做成一个不会说话的模型了。 交易根本不需要 AI 每 300ms 给你写一篇小作文，它需要的是： 行情进来→判断→下单→新行情→重新判断，而且这一整套循环...

Eric Zhang@ekzhang1X ↗

Inspired by @typesafeai , here is a Jev-compatible public API to play with It runs a comparable open model (Qwen3.6-35B-A3B), and just uses SGLang radix cache to preserve the prefill reuse / really fast parallel systemone generation - 64 tasks in <1s. https...

あきらパパ【生成AI活用エンジニア&３児のパパ】@akira_papa_ITX ↗

Jevで次の文章予測判断させるロジック作って、 判断特化AIのJevで、AIチャットできるアプリ作ったんだけど、まず爆速だし、入力は$0.042 / 1Mトークンだけど、出力が無制限で無料でした。 出力無料のAIチャットってなんだこれw 「え？これ作れちゃっていいん？」ってなってる。。。 #Jev https://t.co/h5LDG2tPpN

Diogo Almeida@CompleteSkepticX ↗

After 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 f...

paulwei@coolishX ↗

昨天出的 https://t.co/6eiMFaJTrj Jev 模型 适合高频决策，那岂不又是适合打游戏？ 之前用 GPT-6 Astra 代打杀戮尖塔2 能力强但速度慢。 我刚实测用 Jev 打，行动思考只需 0.7秒， 画面我都没看清它就操作完了。 这超人类游戏速度， 着实又让我震惊瘫坐了😅 语言很难描述这感觉，看视频⬇️ https://t.co/y9Nu78Hnv4

Nikunj Kothari@nikunjX ↗

Jev scoring 3000 kid snacks with multiple criteria on https://t.co/KSiodPdZHT in 28 seconds for $0.11 🤯 https://t.co/c9O6uTyiUK

Justin Schroeder@jpschroederX ↗

I rebuilt Tesla Full Self Driving with Jev in less than an hour. This model is a total unlock. https://t.co/mUrvaFrlQ7

かねこつよし@tsuyoshi_osiireX ↗

Jevで、会話をリアルタイムに観測するセンサーを試作しました。 発言のたびに ・探索 ↔ 収束 ・解消 ↔ 未決 ・未合意 ↔ 合意 を更新し、会議の状況を可視化します ユーザーインタビューのリアルタイム解析などにも使えそう。 https://t.co/cO21f4AK99

Konrad Reczko@reczko_konradX ↗

TypeGPU + ruNNtime + Jev @typesafeai is a very fun combo :D ruNNtime gives me efficient local inference, TypeGPU lets inference and rendering share GPU resources directly with zero copy. That’s 3 separate NN inferences plus rendering, all happening in realtime...

Rinte@rinte0321X ↗

jevデモ② 発話内容に応じたスライドの自動表示。 喋った内容にマッチしたスライドを自動で表示してくれます。PCやポインターを触らずにページを表示できるので、これで誰でもジョブズになれるかも？？ 速い・安いだけでできることがこれだけ広がるのかと感動している。 https://t.co/3UO6DQcbJ2

Matija Sosic@MatijaSosicX ↗

Here's a 45-second TL;DR on Jev. I find the core idea beautifully simple, but the video made it really hard to understand. Hope you find it helpful. https://t.co/KtSKlEMVL3

Isaac Tai 🧇@hi_im_isaac_X ↗

"jev can't generate text" But jev has a lot to say! I gave him a couple hundred common english words to choose from + punctuation https://t.co/WmDkTyiG9u

Sydney Runkle@sydneyrunkleX ↗

instead of generating text, jev from @typesafeai generates structured output this makes it great for classification tasks like model routing, tool selection/search, and guardrails of many forms! it's also ridiculously fast and cheap compared to LLMs doing the...

石川陽太 Yota Ishikawa@ytiskwX ↗

話題のJevで架空のペルソナ150人に製品の導入意向を聞く仕組みを作ってみた。150人ごとに12個の質問をAPIで投げる。 実際にかかった費用は、1.8円でかかった時間は約5秒。十分爆速だけど日本↔︎アメリカのレイテンシが含まれているので本来はもっと早いはず https://t.co/6lbFXY9jjH

Hassan@nutlopeX ↗

Jev + Kimi K3 for fraud detection! TLDR: Jev classified 100 emails in 1.42 seconds, then I routed the uncertain cases to Kimi K3. The full pipeline got 96/100 correct for only ~$0.07. Video is not sped up, check out the live run! Here was my process: I gave Je...

AI/ML API@aimlapiX ↗

Jev VS Fable 5.1 VS GPT-6 Astra: chess typesafe's new Jev V13 isn't an LLM. it doesn't chat, doesn't explain, doesn't write code — it only makes decisions. so we made it play blitz against frontier LLMs. the test: 5+0 blitz. every move is one API call. Jev V13...

sav@savbojX ↗

If you blink you might miss it Jev + Computer use = 100x faster than any LLM @typesafeai https://t.co/JG09Wx7UCo

Hassan@nutlopeX ↗

I used Jev to classify 1,018 AI research papers. The result: $0.08 total cost and 256ms median end-to-end latency per paper. The pipeline was: 1. Summarize each paper with DeepSeek V4 Flash 2. Send the title + summary + 24 possible topics to Jev 3. Use Jev to...

Jon Taylor@JonPTaylorX ↗

Wow, @typesafeai Jev is a game changer for voice-driven UI. Responsiveness really matters for an experience to 'feel' right, and this certainly does the job! Latency here is not optimal given I'm in London and calling out to us-west. But still, super snappy. I...

Alan Daitch@AlanDaitchX ↗

Claude me integró Jev con Playwright para buscar usados. Lee unos 26 artículos por minuto y decide qué hacer con cada uno en 406 milisegundos Descartó los que no encajaban con lo que busco, ofertó por los que sí y hasta les mandó un mensaje a los vendedores cu...

Vinny@hot_townX ↗

Jev is here. - how is different from an LLM? - how does it work under-the-hood? - what are some real life examples? - when should I use it? I answer all that below: https://t.co/HLfPVp51h6

Wuyang Zhou@wuyang_zhouX ↗

btw this is what you get if you ask Jev to play Minecraft with GPT-6 Astra. I still can’t believe it https://t.co/ERDnsVWPLZ

梭哈.AI@SUOHA_AIX ↗

很多人没看懂爆火的JEV是什么？ 所以我做了一个 50 秒的演示视频，带大家把海外刷屏的 JEV 以及它背后的底层架构看透👇（见下方视频） JEV 是前 OpenAI、参与 ChatGPT / RLHF 的 @CompleteSkeptic（Diogo Almeida）创办 @typesafeai 后的第一款模型 他在 OpenAI 时发现了一个致命矛盾： 通过人类偏好微调（RLHF）训练出来的自回归大模型，存在严重的模式崩溃（Mode-dropping）、过度自信与幻觉，且串行逐字生成的延迟极大，根本无法胜任严...

Marcel Pociot 🧪@marcelpociotX ↗

Will Jev @typesafeai turn $10.000 into profit? Let's find out! Running decisions for paper trades via https://t.co/28WVX50sv3 https://t.co/2XglDmGTNM

Neel Patel@Neel490X ↗

I think the implications of jev on self-driving could be huge https://t.co/advoRDSOz7

atomic.chat@atomic_chat_hqX ↗

Jev v1.13 dodges rockets with probability calculation 🚀 @typesafeai's new non-LLM model returns decisions instead of text so we had it calculate a safe tile every 330 ms while rockets fell and it survived 25 of 26 for under a cent Run Jev via API -> https:...

Duncan@ephraimduncanX ↗

Built a model router with Jev by @typesafeai. Jev decides what model fits your request best and the request is sent to that model. https://t.co/HHlmjOE66u

Chetaslua@chetasluaX ↗

🚨 I gave the Trump vs Kamala debate a live BS meter using Jev every sentence, both candidates, 5 yes/no questions each 1,191 Jev calls / 1.18M tokens / 415 ms median total cost : $0.0497 same questions for both, clips picked by one fixed rule, not a fact-chec...

trou@_trou3X ↗

For those who still didn't understand what Jev from @typesafeai can do, here is the example. Jev can read dozens of structured trading signals and then show intelligent decisions. It's time to make your system actually alive. What a time! https://t.co/r9cfanXc...

Paolo Rosson@redp314X ↗

I got a rubik's cube to solve itself with @typesafeai 's Jev and it solves it like a person does, 94 moves, not the 22 move optimal solution. Jev isn't an LLM, it just answers one question in ~250ms with a probability. so I put the beginner method in code (the...

阿蔺A-Lin@alin_zoneX ↗

🔥 卧槽了，jev 简直太适合 codex 用户了，强烈建议 codex 用户去尝试下 jev 因为 jev 非常适合需要快速进行复杂决策和评估的场景，所以和 codex 的 computer use 功能简直是绝配。 直接把 jev 用作判官，指导 codex 快速操作你的电脑，既准确又节省 token。 要使用的话需要去官网申请👇，如何申请我已经录制好视频了，跟着操作即可

Marcel Pociot 🧪@marcelpociotX ↗

I built a browser extension with Jev @typesafeai that can hide/collapse posts on X based on natural language. It's so fast that it's not noticeable and insanely cheap...this must be the future of "ad blockers" and content firewalls. https://t.co/EPIJ4rzeIp

TypeSafe AI@typesafeaiX ↗

Behind the scenes of our launch video… chief of staff @justKDeng keeping our CEO @CompleteSkeptic on track https://t.co/81HHtsj4eK

Haoran | 公众号：独立开发@hr98wX ↗

视觉版 Jev 来了 https://t.co/x0kzeE3hdx 仿照着社区的思路，把候选结果映射成固定标签，prefill 完直接采样，限制输出 token，采用多模态的 qwen-3.5-0.8B 4bit 量化部署在本地，16g m4 mbp 顺利运行 叠甲：这只是在 infer 层小小的复现一下 jev 的形式，肯定不如各种成熟推理框架效率高，也肯定不是 jev 的正在原理，但是作为 inference 的小入门仍旧是不错的 demo 如下 200ms 实现《三色货品分拣》

Eugene Cheah - AI builder @ 🇸🇬|🇺🇸@picocreatorX ↗

love jev, but upset it - isn't open source? - it lack vision capability? We fixed all of that, introducing https://t.co/DlNeKo2k5e A fully open source library which takes any HF model and Jev-ify it, with an API endpoint Now on github, and live in production a...

Utkarsh Agrawal@uttkarsh_42X ↗

so I gave jev full control of the falcon-9 class rocket full launch to landing no autopilot, no scripted trajectories, no safety veto in the code every decision was made by jev ( you can see decisions at the bottom of the video) and yeah it was able to land th...

aaron@awlevinX ↗

i built computer use using @typesafeai ! it is 155x cheaper than opus 5, ~20x faster, and generalizes across OS's more on how it works in the vid & thread below: https://t.co/K0ZaRRnEX5

Filip@NeriousyX ↗

Testing apps with @typesafeai jev & @opencode will be soooo fast small demo: https://t.co/WLSkpe9OZn

Wayne Sutton@waynesuttonX ↗

Ask Jev anything. Give it a try at https://t.co/P9QMfdDc0r It won't answer. It will judge. Let's see if we can get to 1 million questions. @typesafeai 🤝 @convex work great together. @hmartenjoyer @CompleteSkeptic @justKDeng @mikeysee https://t.co/3efLDDGKqN

Remek Kinas@KinasRemekX ↗

Takie modele jak JEV (System-1) zmienią moim zdaniem bardzo dużo. Obecne modele LLM symulują System-2. Dla mnie implementacja jev to jedna z najświeższych koncepcji ostatnich miesięcy. Niby nic szczególnego (dynamiczny klasyfikator) a dziwi, że tak długo trzeb...

Moritz Kremb@moritzkrembX ↗

This is cool. I used Jev to improve my custom memory system. Results: → 94% fewer tokens used → 2–3× faster memory retrieval This was just a quick test, but I believe it opens up so many new opportunities. https://t.co/Xppb20drpY

Yoshiki Miura@miiuraX ↗

Function calling without waiting for Enter. Answers only when needed. @typesafeai Jev understands intent and arguments as you type, then executes ahead of time once everything is in place. https://t.co/n4m9lGGf8S

Michael@michaeltefulaX ↗

You can use Jev to assemble interfaces on the fly. Here’s an example I hacked together with Astra. In this demo, Jev turns natural language requests into UI plans in roughly 1 second or less. It’s 6x faster than Gemini 3.8 Flash and GPT 5.6 Luna. Cheaper, too....

Sawyer Hood@sawyerhoodX ↗

thanks to @typesafeai jev I no longer have fill out all of those fields on prompt boxes. It picks the agent / model / computer / folder for me. - For a major rewrite it uses Fable + Claude Code. - Changes to an ios app run on one of my macs https://t.co/3yiKL5...

Justin Schroeder@jpschroederX ↗

Silicon Valley predicted Jev a decade ago. https://t.co/ZfSjPYWsTn

marcus@marcusyulX ↗

UN TÍO ACABA DE LEERSE LOS 1.891 ANUNCIOS DE SU COMPETENCIA POR 12 CÉNTIMOS Bueno, leérselos no. Se lo pidió a JEV, el modelo nuevo de TypeSafe → 1.891 anuncios → 19 segundos → 0,12 $ Y no es un resumen. Es cada anuncio etiquetado por dónde ataca en el funnel...

Yohei@yoheinakajimaX ↗

had to try something with jev so i tried what you'd expect from me: graph extraction - score every word with semantic significance (1-5) - also tag relevant words with ID - unique list of high scoring words - graph of high scoring words https://t.co/oJtI6py84H

jaffa@dsqjaffaX ↗

jev is INSANE. we gave it a library of 11 million+ videos on tiktok & ig and asked it to find viral "bloom nutrition" content. in 20 seconds, it gave us over 384 videos, breaking down the hook, format & angle that made each one go viral. (only costed $0.09 in...

Kai@hqmankX ↗

I rebuilt my job crawler with Jev. The task: start at a company's official homepage, find Careers, and identify jobs that match my profile. Before, with an LLM: ~5 minutes. After, with Jev: just over 20 seconds in my test. Every company organizes its website d...

Remek Kinas@KinasRemekX ↗

jav @typesafeai - jestem pod wrażeniem 🤩 Cool. Napisałem kolejne demo. Myślę, że teraz to widać potęgę modelu ... i o co chodzi i widać prawdziwą wartość biznesową. Akt I - X-ray: „jedno zapytanie, wszystkie pytania naraz" - dla przykładowej, krótkiej notatki...

Cloudflare@CloudflareX ↗

📣 Speaker announcement: @CompleteSkeptic CEO, @typesafeai at Cloudflare Connect Register today: https://t.co/YCwgnPlLDj https://t.co/TwT5kMw5bT

Misbah Syed@MisbahSyX ↗

Doc-OCR router using Jev @typesafeai A Jev-powered router that looks at a PDF page by page, decides which pages actually need OCR, extracts the rest locally. Result: save cost on # OCR pages + speed https://t.co/ZjXqHSjSGh

Jon Yongfook@yongfookX ↗

First Jev use case published live on Bannerbear! Instant field mapping between template and source, when names are slightly different eg template - photo - name - company_name data source (eg Airtable) - avatar - full_name - business Jev figures it out in one...

Cris Lenta@crislentaX ↗

Jev is actually insane. We benchmarked it, and the results completely change the game for us: > 500 real-time agents > running in parallel > in a 3D environment The preliminary results are crazy: > 500ms average latency > 35 API calls/s > all with a naive impl...

John Yeo@johnyeo_X ↗

Jev made our Slack agent 2x faster ⚡️ Our agent can be quite slow because it needs to read skills and figure out which tools to call. We used @typesafeai's new model to speed this up by first passing it the prompt and classifying the best skill, tool and param...

Pratim Bhosale@BhosalePratimX ↗

Played around with @typesafeai Jev today, mostly to understand what it does for tool calling. Instead of an LLM deciding what to do, I substituted that part with Jev. My learning is that we will be able to make the agent act before the user finishes the senten...

Niaz Morshed@niazmorshed_X ↗

built `jev-review` @typesafeai it's an experimental, local-first MCP plugin that gives coding agents a score quality feedback loop across different metrics. agents call jev while they work, get scored, make improvements, and repeat the loop try below 👇 https:...

Chris Nicholas@ctnicholasdevX ↗

Jev enables instant AI suggestions 👏 In this app, 20+ intelligent checks occur every time you edit a cell, immediately providing warnings. No LLMs necessary! https://t.co/brVT7jE6SO

EP@eptwtsX ↗

i used Jev to classify a youtubers last 100 videos based on how likely it is to sell me something... it analyzed & assigned a sales intent score to each video within 12 seconds & cost about $0.02 i haven't done a deep dive into how accurate the score is yet, b...

Anshu@anshucX ↗

Jev can draw pictures by predicting every pixel in parallel https://t.co/IOwwmr07cm

Lahfir@mdlahfirX ↗

Jev solved local harness/model routing I use a combination of Claude Code, Codex and Opencode as my local agentic stack and routing to other harnesses was always enforced in the system prompt/rules With a deterministic hook that Claude Code can decide before d...

Bewinxed@BewinxedX ↗

I made @typesafeai 's new ultra fast model, Jev, generate text, even though it shouldn't, that's fine because I can't read, and it can't write** ** up to 20 words for 0.5$, what a steal https://t.co/fWmGQhefTw

Öner S. Biberkökü@OnerBiberkokuX ↗

They say you’re six connections away from anyone on Earth. So I tried Jev from @typesafeai and built this: enter your X handle and someone you’d love to reach. It finds a chain of real follow connections that could get your message there, under 2 seconds! Appa...

Higgsfield AI 🧩@higgsfield_aiX ↗

We found the perfect use case for Jev: auto-routing GenAI models. The idea: Jev picks the most cost-effective models for your task, balancing speed and quality. All generations made with Higgsfield API. https://t.co/jZWedfbAMN

Ansh Nanda@anshnandaX ↗

By now you've probably seen Jev on your timeline. Yes, it's an insanely fast & cheap model. But how does it compare against GPT-6 Astra, Fable 5.1, and Deepseek v4.1 Flash? In this video I compare it against top LLMs on 4 distinct tasks. Did it win? Or did it...

Zachi@iam_zachiX ↗

I build a SQL extension that turns plain english into a WHERE clause with jev @typesafeai WHERE jev(people, 'could work from home') Every row gets judged individually, no index and no embeddings needed. Try it out (don't burn my wallet pls) https://t.co/4nYZVH...

Faadil Shaik@faadilhshaikX ↗

got @typesafeai’s new model Jev to play Super Mario Bros. fast inference + structured outputs makes it surprisingly good for real time use cases. I'm excited to see what can be done with these new models! https://t.co/wXXW2SsSXG

Hassan@nutlopeX ↗

Jev vs GLM 5.3 at chess! Results: ◾ GLM 5.3 won by checkmate in 29 moves ◾ Jev: ~0.3s and <$0.0001 per move ◾ GLM 5.3: ~5.8s and ~$0.008 per move ◾ The whole game cost 24 cents My main takeaway is that it's often useful to use each one to their strengths: ◾ Fa...

Zain Hoda@zain_hodaX ↗

The speed and cost is going to enable use cases that haven't been possible before. Here's a quick demo of live decisions of what slide to pull up as I'm speaking, powered by @typesafeai Jev. Also, sorry for the sniffling. I have a bit of a cold. https://t.co/1...

Theo Otz@TotzenbergerX ↗

Another useful use-case with Jev from @typesafeai - AI text classification. Very close to @pangram, 6000x cheaper, 5-10x faster Tested here on a @paulg essay! https://t.co/KijjMknTaC

Nick Vasilescu@nickvasilesX ↗

Jev is a new model from the co-inventor of ChatGPT that can use computer tools in realtime right now it's playing Minecraft on its own computer in the cloud on Orgo this is what it looks like with just one Jev, but imagine: what about a thousand? or what about...

Roman Slack@RomanSlack1X ↗

Jev by @typesafeai works quite well for drone applications. Made this in 15 minutes and only cost 10 cents. Repo: https://t.co/b2ytFvehTV https://t.co/rC36lr4iqK

梭哈.AI@SUOHA_AIX ↗

完全睡不着了....这个视频让你完全看懂JEV的恐怖能力 我实际演示了一下，用 JEV 和 DeepSeek 做同一个任务：从当天的海量实时新闻流里，为 15 个品牌快速匹配有没有适合借势的公关热点，并打上结构化意图分类标签 结果是：28 秒内，Jev 狂刷完了整整 428 条数据，并完成了全部的目标分解与分类；而同一时间跑在同样任务上的 DeepSeek V4.1-flash，才刚刚完成 6/428 条 速度被拉开了几十倍，答案甚至在你读完第一行字之前就已经返回了.... 为什么会产生这么恐怖的差距？底层逻辑是：...

Marcus Lowe@marcus_loweX ↗

I got early access to @typesafeai's new Jev model and built a demo of it playing tetris The generation speed is so fast that it's pushing blocks down This feels like another "this changes everything" moment https://t.co/ND9rVcsPiD

sengpt@sengptX ↗

arkadaşlar jev'e early access aldım ve test etmeye başladım ve gerçekten çok impressed olduğumu söylemem lazım sadece şu kaydettiğim demoyu bi izleyin lütfen. kesinlikle hızlandırılmış bir video değil. 4 tane jev karşılıklı 101 oynuyor ve oyunun hızına bir bak...

mikegee@mikegeeX ↗

Controlling Figma with voice using Jev from @typesafeai Total cost from first line of code to recording this video: $0.01 🤯 https://t.co/HTGcrBYpTb

Raghav@RaghavPunnamX ↗

For those trying to understand the difference between Jev and LLMs + how to use it https://t.co/55o5WEq3Va

Steve Krouse@stevekrouseX ↗

typesafe's jev is fun! live demo you can play with: https://t.co/ctnPF0w70r https://t.co/i6kMGkkWOV

Lahfir@mdlahfirX ↗

Jev solved delegation https://t.co/1TznArCaSY

Higgsfield AI 🧩@higgsfield_aiX ↗

Jev + 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. https://t.co/MyTRdqlZ3o

李不凯正在研究@libukaiX ↗

这两天关于 Jev 这个模型的热度非常之高，甚至可以说是近半年我重点关注了英推以来，看到的原创内容密度最高的一次。 正好我过去一年一直在跑一个小项目，其中有一个环节就是要对每天出版的《人民日报》上的新闻做一个分类，判断每一篇文章中是否包含有湖北相关的元素。 一年跑下来，积累了接近 2 万 4 千条数据，其中判定包含的有 1800 条左右。在这些数据的基础上，我随机筛选了一个测试数据集，其中包含了 500 条判定包含的内容，以及 500 条判定不包含的内容。 之前我使用的模型一直是 Gemini 的 Flash Li...

kvyb@0xkvybX ↗

The real use-case for Jev https://t.co/fnsghSM7oo

Shannon 🤖☠️@iamMrDuncanX ↗

Built an alternative version of @typesafeai but on @cerebras with Qwen 3.8 27b. Similar quality, similar performance, but vastly different cost. TypeSafe was way cheaper, and did beat Qwen on performance. Closest we can get using LLMs I think. Source: https://...

vogel@ryanvogelX ↗

i made an llm from first principles with Jev 29 yes/no questions per character: should the next key be a–z, space, comma, or period? highest probability gets append to it, then fed the updated text back in &amp; repeat an autoregressive loop made out of a clas...

Cyclotruc@romdot2X ↗

pub-sub without sub @typesafeai jev does the routing almost instantly demo link below https://t.co/pTQIUtVBrI

Ackerman@Yarilo7brigadaX ↗

jev is an insanely cool product Saw a post about jev and decided to check it out This thing is straight up gold whoever built it is a genius jev is the future Scanned over 700 live ads in 40seconds flat, and it cost me just 4 cents. If you're in marketing, thi...

Vlad Terin@VladTerinX ↗

I talk. Codex clicks. Watch the browser go⚡ This video is 1× !!! speed. Built Jev Browser: an open-source adapter for your existing Codex browser tools. Say the task naturally; Codex plans, Jev selects, the browser moves. @sama @OpenAI make this native? @Dario...

EDteam@edteamlatX ↗

Jev es una nueva IA creada por Diogo Almeida, uno de los creadores de ChatGPT, que promete ser hasta 200 veces más rápida y 400 veces más barata que los modelos actuales. A diferencia de los LLM, no genera texto palabra por palabra: evalúa opciones, toma decis...

cocktail peanut@cocktailpeanutX ↗

Silicon Valley predicted @typesafeai https://t.co/v8xXPluYF3

Harshil@harshil1712X ↗

What if your slides are smart enough that they navigate automatically? 👀 Thank you @typesafeai for providing access to Jev! I had this idea for a few weeks, and Jev felt like the right model for this task. (Sorry for the bad audio) https://t.co/uz8UhGBypc

Codez@0xCodezX ↗

Jev Founder, Diogo Almeida (ex-OpenAI): "The next era is not the Claude Code era. Claude Code is still part of the assistance era - Jev is the next step Jev is x200 faster, x400 cheaper and has 0 hallucination. This is what comes after RLHF" In 17 minutes he e...

Shane@digitalshane_X ↗

I got access to Jev! It can route website visitors to the pages they need based on what they need help with! https://t.co/AydblKM9Y0

Niels Rogge@NielsRoggeX ↗

Introducing the Papers with Code MCP server! To celebrate its release, I've asked Claude Code to research the architecture of Jev by @typesafeai using the `search_papers` tool. Here's what it came up with: "If Jev is architecturally anything public, it's a lar...

Rory Garton-Smith@rory_buildsX ↗

I just built Easy-Jev, a Jev demo anyone can try right now! Change the inputs and watch the classifications change in real time. I did my master's thesis on classification models so it's fun to see a modernized version of a very useful alg Typesafe are correct...

Mormon Negro@mormonnegroX ↗

Acabo de terminar la implementación de @typesafeai + Chromium Headless para que mis agentes puedan navegar por internet a una buena velocidad! En este ejemplo le pido al agente que entre a la página del término "Café" en Wikipedia y navegue por los hipervíncul...

Ashutosh Mathore@ashutoshftwX ↗

Had jev, claude haiku 4.5, and gemini 3.5 flash-lite play tetris. Same 200 pieces, same legal moves, real time. Jev: 9200 pts, 75 lines, 300ms/move, 0 errors Claude: 8900 pts, 72 lines, 1.52s/move, 0 errors, $0.48 Gemini: 9000 pts, 75 lines, 1.13s/move, 0 erro...

Pontus Karlsson@coolastekattenX ↗

Alright @typesafeai cooked Jev is truly the next era of building w LLMs Added this to Scappa tonight https://t.co/YeYnj5pc7l

yishan@tspyX ↗

昨晚申请的 Typesafe AI 账号，半夜已通过审批！ 幸运之星在此感谢 @typesafeai @CompleteSkeptic 今天抽空写了个 Chrome 插件，通过 Jev 标注 X 平台中帖子内容的意图和概率。 实时判定，并将分类结果以标签的形式展示在时间戳的后面。 分类的类别包括诱导、挑拨、推销、机器生成、说服、娱乐、告知等。 Jev 太疯狂了，几乎秒响应，这在 LLM 上是无法感受到的。 而且我还未细调的情况下，它的分类就已经很精准。 在右侧调出了统计面板，展示大致的使用情况，供大伙参考。 接下来...

Toran Bruce Richards@SigGravitasX ↗

JEV CAN DRIVE! 🤯 I hooked up Jev to the raw controls of a driving simulator, this video shows him driving in realtime. Realtime is the kicker here. Asking a model what to do every 50ms then rendering that into a "realtime" video is one thing, but in this simu...

Steve Krouse@stevekrouseX ↗

jev + kernel browser use demo pretty freaking cool! so fast! try it yourself: https://t.co/CoVFzscaa0 https://t.co/OyXdNA1H0F

Sy@SybuildsX ↗

Big AI news... Jev enables this microphone that mutes you when you talk BS @typesafeai https://t.co/VWyJHJ7Oh9

Raihan Khan@raihankhan_rkX ↗

I've had access to Jev by @typesafeai for about 30 hours now and I can't stop thinking of the million places it can be used 🤯 Meanwhile, checkout this fun snake game I built where 2 Jev's compete with each other to take the trophy 🏆 Try it out here 🔗 https:...

kaize@0x_kaizeX ↗

I got access to Jev and immediately plugged it into Claude Code to see if it actually FIXES the biggest pain of agent workflows: context compaction > result: pretty wild Quick context for those who missed it: Every Claude Code session has a context window that...

Raihan Khan@raihankhan_rkX ↗

I got access to Jev by @typesafeai today morning and I built a cool use case for it Introducing DiffJury - simply paste any public PR link and Jev tells you immediately if it's safe to merge or does it require review ✅ 🔗 Feel free to try it out here - https:/...

Nidhi Singh@nidhisinghattriX ↗

i used jev from typesafeai to build a model router cli you give in a task and current ai subscriptions you have, the jev tells you which agent/model should pick it up pair this with herdr and it will be a killer combo jev was the missing bit that makes this wh...

Alex Stone@a1exstoneX ↗

TYPESAFE RELEASED A MODEL THAT DOESN'T GENERATE TEXT, AND IT BREAKS THE COST FLOOR OF THE AGENT LOOP jev is what they call a system one model. you send it a state and a set of questions, it returns typed answers with probabilities. no tokens, no sampling, no s...

Ziwen@ziwenxu_X ↗

Jev is already on OpenRouter!! It's only been out a day and TypeSafe still has a waitlist. OpenRouter has it though, and that's how we've been running it. The pricing is insane. $0.042 per million tokens in, and output is free. How to use it: - Sign up on Open...

Vlad Dubchak@vladdubchak_xX ↗

Jev is insane for ad research. I built a tool that scores every shot of any video ad on meta in 1.5 seconds. It runs on Maxfusion + @typesafeai I pushed 450+ ads through it in less than 3 minutes. It pulls any advertisers live video ads from Research Lab on Ma...

Chizi@chiziaruhomaX ↗

I gave an evolution simulation to Jev, a small model from @typesafeai that answers typed questions with odds instead of writing text. Two species with opposite DNA. 14 generations. An ice age. 432 creatures. Jev decided who survived, who mated, and what killed...

Marcel Pociot 🧪@marcelpociotX ↗

Jev opens up so many possibilities for gaming 🤯 🏁 I built Wordshift - the first semantic typing racer game built with Jev from @typesafeai Slower than a jet, bigger than an elephant, faster than a cheetah. The bigger the difference, the farther your car move...

Duncan@ephraimduncanX ↗

I got access to @typesafeai's Jev model and got it to play Pac-man Jev decides which direction Pac-Man should turn at each junction, given the maze state as JSON, and plays in realtime. Demo link → https://t.co/GpfiB6MjHP https://t.co/3bKTb2FsZr

joogie@princecaarloX ↗

okay so browser use is a legitimate use case agent-browser &lt;&gt; Jev loop goal: wiki race from 'Coffee' to 'Artificial Intelligence' https://t.co/565VqWYgoJ

Youssef 🚜@yelkhayamiX ↗

i got early access to jev by @typesafeai and decided to build a little extension that judges my tweets while i type them it runs so fast it can react to each keystroke, and it's basically free, after testing for an hour it cost me half a cent 🤯 https://t.co/H...

it’s rivian@rrriviannnX ↗

I was wondering if @typesafeai Jev could generate images so here's what a sunflower looks like according to Jev : https://t.co/vT4UiV4SqJ

とさ@tosa_nowX ↗

Jev (@typesafeai) 使って色々プロダクトで使えそうなの考えてみてる。 dndをしたら自動で仕分け先を教えてくれる体験 最初一回はちょっと遅いが、そのあとはサクサク https://t.co/2Z7K8FA9XI

Framer@framerX ↗

Building got faster. Taste didn’t become optional. Framer is where frontier teams like @typesafeai still go when the site has to look like a serious company on day one. https://t.co/cHYyiBhiGW https://t.co/8Vv0Yco3cr https://t.co/N4X1SL6lQ1

Just_Lingonberry_352 🌼@JustLingonberryX ↗

@typesafeai playing minecraft, costing only 1 cent (150k tokens) for 2 minutes of play automatically knowing to dodge zombies at nightfall with no prompting https://t.co/kAlHjh2Dfg

gabrycina@gabrycinaX ↗

I gave Jev a robot arm. Goal: red cube in the green box. Catch: the cube was out of reach. It grabbed a hook, dragged the cube closer, put the hook down, and finished the job. Tool use was never programmed, the model just decided. Fast enough to run a robot 👀...

ojusave@ojusaveX ↗

I gave @typesafeai the most important binary in @SiliconHBO history. hot dog or not hot dog Try here: https://t.co/m6LmF6svsB Powered by @render workflows https://t.co/SvN7AniSBc

Aria@Entelic_AriaX ↗

Every model wants the job. The fast one says, “I’ve got this.” The reasoning model asks for more context. The safety model says, “Absolutely not.” Jev steps in and sends each task where it belongs. Jev decisions cost $0.04 per 1M input tokens on Aria — with no...

Thiago Brezinski@thiagobrezX ↗

Live @typesafeai Jev demo at @AgentConf https://t.co/y3UpKP2e4z

Lomesh Dutta@lomeshduttaX ↗

Just hacked a fun little project - Skill Router (Open source) using Claude and Jev @typesafeai Why? I have ~ 90 Claude Code skills installed and use maybe five. The rest are fine, I just forgot they existed, and Claude won't reach for a skill on its own unless...

Zhe@iamzheX ↗

Small update for https://t.co/xXR4JLt377 today: 1. minirouter/fusion is live. It classifies each request with Jev by @typesafeai, then routes to a handpicked model matched to the task's type and complexity. 2. Codex now lists your presets and our routers in th...

Arik Chakma@imarikchakmaX ↗

Built the ultimate syntax highlighter using @typesafeai Jev (i mean why not). It can highlight any language, even one that I made up.

kazuki🄽Notion@kzkhykwX ↗

. @typesafeai のJevを使って、Local Whisperの文字起こしを都度判定して、Macbookのローカルコンピュータの操作を自動化して、あれこれするのやってみました！ Chrome のページは Browser Harness、Slack やNotionは Mac の Accessibility で認識して操作してる。 実装はGrok4.6のみ(Codexの制限きてたんで）

Aditya A.@iamAdityaAnjanaX ↗

Ran a dumb experiment last night: used Jev by @typesafeai (a decision/classifier model, not a text-gen model) to write C++. At every step I gave it the finite set of grammatically valid next tokens and let it just... pick one. No free-form generation, no hallu...

Peter Wang@the_cywX ↗

Jev is insane. We are building egocentric training data for physical AI. Jev QA'd 58,643 action labels in under 3 minutes. 90 cents. A friction cost of the Claude &amp; GPT models. https://t.co/s7n5NpsLya

Juris@Juris_SavosX ↗

Jev from @typesafeai plays @BalatroGame. Every hand it sees the cards, jokers, and blind, then picks play or discard in ~200–500ms. After the ante, it shops too. A full run costs less than a cent. https://t.co/PyGvC0dvga

Adrián Mato 🐙@adrianmgX ↗

Had some fun taking Jev from @typesafeai for a spin, switching seamlessly between manual and AI-driven gameplay. It’s clocking 2–3 calls/sec at 60 FPS, with ~150ms avg latency. The most interesting part wasn’t the speed, though. It was distilling the game into...

Kaushik@0xkaushik_kX ↗

Got early access to @typesafeai Jev and spent a few hours building on it. The problem I keep hitting: agent traces tell you which tool ran, how long it took, what it returned but never whether the agent is actually getting anywhere. An agent editing, testing a...

Bolha Dev@BolhaDevsX ↗

o modelo jev (paradoxo de jevons) com RLCD (reinforcement learning for calibrated decisions) da typesafe ai https://t.co/aGwtQkbJyj

Mnimiy@MnilaxX ↗

it's f*cking insane Jev sat between GPT and me, killing every draft that broke my rules before i saw it. good setup. then Jev did not answer. the agent decided silence was safer and stopped sending me anything at all. took a second agent to unstick it. your ch...

Ekene Eze@kenny_ioX ↗

One of the popular requests since launching @thallyio is a demo of how it works. So here it is! Thally can create a new docs repository on your GitHub account, connected to the products it documents, and other secondary surfaces that needs to be kept in sync a...

Yuntian Deng@yuntiandengX ↗

I increasingly think future software will combine code for control flow with small neural programs for "fuzzy" judgments. That's what I've been exploring with ProgramAsWeights, which answers the question of where those neural programs come from: they are "comp...

Norbert Bodziony 🇵🇱@norbertbodzionyX ↗

i have created moderation guard based on typesafe's jev its fast and accurate live demo you can: https://t.co/FquTJtWCzq https://t.co/PyNNZGu0iW

Parth@mittalparth_X ↗

@typesafeai jev playing chrome dino! the model is incredibly fast! - avg response time: ~280ms - spent 116M tokens - cost? just $4.65. - the input here is a snapshot of the chrome runner - jev decides whether to jump, run or duck with a confidence score repo l...

Daniel White@dwhitedesignX ↗

Spent the evening making sense of this, so here's Jev in 34 seconds. Super excited to build some incredible things with @typesafeai what a time to be alive... https://t.co/Zu44BEhsyh

Melvin Vivas@melvindvivasX ↗

9 Use Cases I thought of for Jev Hope you find it useful

Prakshal Jain@prakshaljain_X ↗

Jev by @typesafeai turns your  Mac into an AI agent... what this means for You ? - Jev, a new model from a ChatGPT co-inventor, can operate computer tools in real time. - It is 200x faster for Computer use and 400x cheaper in addition to the optimizations. -...

amit@legitamitX ↗

I used Jev to make an audience of 100 personalities to yap to. Each blob has its own personality and makes its own Jev call every time you talk to decide if it’s bored of you yet. Each round costs &lt;$0.01 in credits. Really cool model from @typesafeai ! http...

SamG@SamGCoderX ↗

Testing @typesafeai Testing TypeSafe as the decision layer for an AI game companion. It reads the player’s message and game context, then returns an action, destination, and confidence. Game code makes the character act. Dialogue is prewritten; TypeSafe decide...

Sam Enoka@maybe_im_samX ↗

Woke up with early access to @typesafeai and was super excited to try. Got a demo cooking before work this morning where typesafe drives an AI co-op partner in my @threejs action game. Can see the log on the right tracking the AI decision making in realtime. T...

Ashutosh Mathore@ashutoshftwX ↗

Jev unlocked a new way to stop AI agents from spinning. Agents do not always repeat the same action. Sometimes they try different things based on the same wrong assumption. I built a semantic circuit breaker around that. In one stuck run: 12 model calls -> 4 1...

Rohan Paul@rohanpaul_aiX ↗

Another brilliant launch for developers: and its 20-200x faster than LLMs because it skips token-by-token generation entirely. TypeSafe AI just launched Jev, > 20-200x faster >40-400x cheaper (w/ output tokens free) > Frontier composable intelligence optimized...

Niels Mouthaan@nielsmouthaanX ↗

Built a Grammarly-like Mac app with Jev. Jev is TypeSafe’s first “System One Model”, built for fast, structured decisions rather than generating text like an LLM. I wanted to see how fast that feels in a real app. https://t.co/XIFYnHXO7Y

khaled@eltokh7X ↗

another demo for jev for ~instant variable generation https://t.co/ddjvvHXpai

ss@kyamilassX ↗

So I ranked every AI model till date in a tier list from S+ to F using Jev from @typesafeai into an ULTIMATE AI TIER LIST for General Intelligence, giving a lot of weight to both intelligence and performance Agentic Tier ranking coming up next! https://t.co/t5...

AiMind@AIMind_AiX ↗

ChatGPT's co-inventor Diogo Almeida says his new model Jev is 193x faster than AI. Jev by TypeSafe never writes text. Context in, typed decision out. YES or NO instead of an essay. You are paying a chat model to think for 9 seconds about a yes or no.

Zane Chee@injaneityX ↗

@typesafeai jev is 5x faster and 1000x cheaper than astra at playing 2048! though it (clearly) does not excel at reasoning compared to state of the art models like astra and fable what should we try next? https://t.co/24Re9v7TRT

TaraT@tarat_211X ↗

Zero-shot robot tasks with the @typesafeai api Give it a goal in plain English. Jev chains a set of hard-coded primitives. The arm does the thing. No training required. More in the thread below 👇 https://t.co/zp8dSy40SW

Mnimiy@MnilaxX ↗

man who co-invented ChatGPT just shipped a model that does in 0.114 sec what GPT Astra does in 8.5. i wired Jev into the routing layer of a build i was running on Astra: same task finished 37 MIN SOONER, zero malformed responses to retry. you hand it a situati...

Zade@zadescoxpX ↗

I built a trading agent with the all new @typesafeai Jev. You can try it here : https://t.co/e7bLjnCfTj. Just put your own API key and start playing or clone it from https://t.co/7nJeuB2H8t and test it locally. To my surprise the agent was able to take a trade...

JNobre@joaobnobreX ↗

Got @typesafeai’s Jev playing Minecraft Skyblock. One agent, reading the game state and choosing its next move through typed decisions. https://t.co/RXmybNhVtB

Dmytro Hrybov@dimentaryX ↗

tested Jev as a real-time robotics policy in MuJoCo it struggled at first, so i split each update into two calls: decide what to do next, then decide how to move the arm and gripper Jev doesn’t accept images, it gets simplified geometry and contacts as text he...

Theodore@theoleecjX ↗

On the Jev waitlist? You can use not Jev (but close enough) right here: https://t.co/S0EQnHkSGL https://t.co/qLtRs0fHyD browser demo https://t.co/BUFN88boT4

Veee@vikktorrrreX ↗

we spent 3 years learning how to write prompts Jev from @typesafeai breaks big prompts into smaller decisions you can build around instead of one giant prompt hoping the model gets everything right, you ask smaller questions: - is this urgent? - is this billin...

Apoorv Goyal@apooorvedX ↗

Meet Jev (Typesafe's First "System One" model) who knew the next step in AI would be making LLMs obsolete... An AI fast enough for real time applications (including playing Doom in real time) where do i sign? https://t.co/NNcxfwbvfu

Nagajyothi@njpCoderX ↗

built a chrome extension that lets me write my own X algorithm. it hides engagement bait, empty hooks and ads before I see them. the rules are plain English. Jev by @typesafeai checks every post in half a second. anyone want to try it? https://t.co/ybO4pSm1pK

Yazan@YazanO_0X ↗

#jev it turned out it's good in snake too! fast too! Survived 321 moves! #demo #day_2 #type_safe https://t.co/OFcdy6bsLH

Ali Uraish@ali_uraishX ↗

Built an SO-101 pick and place simulation using GPT-6 Astra and @typesafeai Jev. Astra reads overhead and wrist camera images and produces structured observations and Jev returns typed decisions with probability scores. A separate local controller carries out...

Simon Edwardsson@SimEdwX ↗

The Jev Doom demo by @CompleteSkeptic is really cool, so while I’m waiting for access I tried the same thing with Gemma 4 E2B from @GoogleGemma. Mine takes 640×480 frames directly, with no intermediate text description of the scene. It shares the image prefill...

GeniusThinking@GeniusGTXX ↗

Is Jarvis finally here? TypeSafe just launched Jev, an API for structured decisions that can route models, rank search results and check other AI systems WITHOUT a chatbot in the loop. Imagine a Magic 8-Ball that actually works: a typed answer, with odds and a...

Keiran Haax@keiranhaaxX ↗

Told my hermes agent to test the @typesafeai Jev model on an iOS app I’m currently developing for OSS Hermes recorded the screen and sent it to me on telegram I’ll continue do some more testing on this model This was the output https://t.co/d9KuwDdfCm

Christopher@mtropolis_chrisX ↗

ok so you can also make Jev auto-decline cookie banners and pop ups now here's a demo of it working on different websites (gymshark, fashionnova, nypost) https://t.co/QZbYn701Vb

@TheINAOG@TheINAOGX ↗

Finally I got access to @typesafeai (thank you guys!) Jev + emulator lookahead cleared Super Mario Bros. 1-1 only 0.04$. In this setup, Jev sees no pixels: I parsed RAM into structured state, simulated controller macros, filtered predicted deaths, and let Jev...

Casey Lee Race@King_of_CaleraX ↗

Yes, but can Jev do multi-agent swarms? Enterprise solutions that self-heal live productions before clients can even refresh their browsers? (Demo slowed down for humans) https://t.co/Ky7xNqziss

keno@kenonewsX ↗

THE JEV DEMOS SENT ME DOWN A RABBIT HOLE now i have 144 youtube uploads turning into a content map on one screen here’s the concept i built ↓ 144 real videos from 4 AI channels → thumbnails form a wall → titles get tagged by topic and hook → the wall reorganiz...

Neel Patel@Neel490X ↗

Made Jev fight OpenJev in a first person shooter. https://t.co/wSB3psnvwB https://t.co/vwewLu682T

Xinqi Liu@xinqiliu888X ↗

Make music in real time, just by describing what you want. A demo I build today with JEV and GPT-Live-1 👇 https://t.co/ndWYSybxiM

Anson@ansonoxX ↗

Jev can generate a fight scene on your webpage. It asks each block: floor, button, or ignore? Then each hunter asks: chase, wait, flank, or retreat? https://t.co/CR92Rn3aRt