🗂️ Classification & data extraction: 128 Jev Cases

128 Jev cases in this category, sorted by views. classification & data extraction built with Jev — every card links to the author's original post.

The gains aren’t free: Jev can't generate text Comparing

@CompleteSkepticSep 15, 20262M views

Dev toolsClassification

Vercel — Jev was adopted faster than any other model in AI Gateway

Jev was adopted faster than any other model in AI Gateway

@vercelSep 18, 2026968K views

Classification

AGIラボ — [Breaking News] ChatGPT Co-Inventor Unveils New AI Model

[Breaking News] ChatGPT Co-Inventor Unveils New AI Model

@ctgptlbSep 16, 2026957K views

Classification

vogel — i made an llm from first principles with Jev 29 yes/no

i made an llm from first principles with Jev 29 yes/no

@ryanvogelSep 16, 2026164.5K views

Classification

Hassan — I used Jev to classify 1,018 AI research papers.

I used Jev to classify 1,018 AI research papers.

@nutlopeSep 17, 2026159.3K views

WebsitesAgents

nader dabit — Another crazy @typesafeai Jev example: Predictive

Another crazy @typesafeai Jev example: Predictive

@dabit3Sep 18, 2026158K views

Classification

Stav Zilbershtein — JEV is insane for competitor research! #02819

JEV is insane for competitor research! #02819

@mightykingSep 18, 2026155.5K views

AgentsClassification

Milind S — Okay so Jev can actually do computer use really well

Okay so Jev can actually do computer use really well

@milindlabsSep 17, 2026111.6K views

ClassificationBrowser agents

SuSu_酥酥👅 — Head-to-head: Jev vs DeepSeek V4.1 Flash, instantly grasp

Head-to-head: Jev vs DeepSeek V4.1 Flash, instantly grasp

@NFT_ChenSep 19, 202681K views

Classification

Utkarsh Agrawal — so I gave jev full control of the falcon-9 class rocket

so I gave jev full control of the falcon-9 class rocket

@uttkarsh_42Sep 17, 202675.4K views

Dev toolsClassification

sengpt — Friends I got early access to jev and started testing it

Friends I got early access to jev and started testing it

@sengptSep 17, 202654.7K views

ClassificationBrowser agents

Hassan — Jev + Kimi K3 for fraud detection!

Jev + Kimi K3 for fraud detection!

@nutlopeSep 17, 202652.8K views

GamesAgents

Theo Otz — Another useful use-case with Jev from @typesafeai - AI text

Another useful use-case with Jev from @typesafeai - AI text

@TotzenbergerSep 17, 202650.1K views

Classification

Nakshatra Saxena — Built a tax document classifier with Jev.

Built a tax document classifier with Jev.

@nedwizeSep 18, 202648.8K views

AgentsClassification

Harrison Chase — "jev as a judge" cheap and fast semantic verifiers!

"jev as a judge" cheap and fast semantic verifiers!

@hwchase17Sep 20, 202647K views

Classification

0xMarioNawfal — Laya-MLX is an open source classification system similar to

Laya-MLX is an open source classification system similar to

@RoundtableSpaceSep 21, 202642K views

GamesDev tools

OpenRouter — Jev case: What is a decision model?

Jev case: What is a decision model?

@OpenRouterSep 18, 202639K views

Dev toolsClassification

Tested Jev vs GPT-5.6 for predicting my taste in books.

@venturetwinsSep 19, 202625K views

Dev toolsClassification

Yohei — had to try something with jev so i tried what you'd expect

had to try something with jev so i tried what you'd expect

@yoheinakajimaSep 17, 202620.1K views

Classification

Aaron Levie — Jev will be super helpful for agents to make split second

Jev will be super helpful for agents to make split second

@levieSep 18, 202617.4K views

AgentsDev tools

Rohan Paul — Jev case: Another brilliant launch for developers: and its

Jev case: Another brilliant launch for developers: and its

@rohanpaul_aiSep 15, 202616.9K views

AgentsDev tools

Sydney Runkle — instead of generating text, jev from @typesafeai generates

instead of generating text, jev from @typesafeai generates

@sydneyrunkleSep 18, 202616.3K views

Classification

Niels Rogge — Jev case: Introducing the Papers with Code MCP server!

Jev case: Introducing the Papers with Code MCP server!

@NielsRoggeSep 17, 202615.3K views

AgentsDev tools

Odashi — Jev case: As an LLM developer, this is the kind of

Jev case: As an LLM developer, this is the kind of

@odashi_tSep 21, 202613K views

Classification

Aditya A. — Ran a dumb experiment last night: used Jev by @typesafeai

Ran a dumb experiment last night: used Jev by @typesafeai

@iamAdityaAnjanaSep 17, 202612.1K views

Dev toolsClassification

EP — i used Jev to classify a youtubers last 100 videos based on

i used Jev to classify a youtubers last 100 videos based on

@eptwtsSep 17, 202612K views

ClassificationVideo & media

Remek Kinas — In my view, models like JEV will bring about enormous

In my view, models like JEV will bring about enormous

@KinasRemekSep 18, 202610.9K views

GamesDev tools

Rory Garton-Smith — I just built Easy-Jev, a Jev demo anyone can try right now!

I just built Easy-Jev, a Jev demo anyone can try right now!

@rory_buildsSep 17, 202610.8K views

Classification

Nikunj Kothari — Looking for inspiration on what you are able to do with Jev

Looking for inspiration on what you are able to do with Jev

@nikunjSep 18, 202610K views

WebsitesClassification

チャエン | デジライズ CEO《重要AIニュースを毎日最速で発信⚡️》 — Here's a 3-minute breakdown of "Jev," the hot topic buzzing

Here's a 3-minute breakdown of "Jev," the hot topic buzzing

@masahirochaenSep 18, 202610K views

Classification

KANA|東京AI映像 — Jev, that's way too insane, right...

Jev, that's way too insane, right...

@KanaWorks_AISep 20, 20269.3K views

Dev toolsClassification

Taro L. Saito — It seems that Jev is also training with synthetic data and

It seems that Jev is also training with synthetic data and

@taroleoSep 19, 20269.3K views

Classification

John Yeo — Jev made our Slack agent 2x faster ️ Our agent can be quite

Jev made our Slack agent 2x faster ️ Our agent can be quite

@johnyeo_Sep 18, 20264.9K views

AgentsClassification

Hassan — Jev vs GLM 5.3 at chess!

Jev vs GLM 5.3 at chess!

@nutlopeSep 18, 20264.7K views

GamesAgents

Simplifying AI — so we already have an open source alternative to jev...

so we already have an open source alternative to jev...

@simplifyinAISep 21, 20263.7K views

Classification

Zane Chee — @typesafeai jev is 5x faster and 1000x cheaper than astra

@typesafeai jev is 5x faster and 1000x cheaper than astra

@injaneitySep 16, 20263.4K views

Classification

Misbah Syed — Doc-OCR router using Jev @typesafeai A Jev-powered router

Doc-OCR router using Jev @typesafeai A Jev-powered router

@MisbahSySep 18, 20263.3K views

Classification

Zhe — Jev case: Small update for today: 1.

Jev case: Small update for today: 1.

@iamzheSep 17, 20263.3K views

Dev toolsClassification

木内翔大@SHIFT AI代表「日本をAI先進国に」𝕏 — Explaining the new AI model "Jev" developed by ChatGPT's

Explaining the new AI model "Jev" developed by ChatGPT's

@shota7180Sep 19, 20263.1K views

Dev toolsClassification

Richelle🧬 — Jev, now with open weights + vision.

Jev, now with open weights + vision.

@Richelle_JiSep 18, 20262.4K views

Classification

Eric Zhang — I was going to do a writeup of all the Jev stuff but

I was going to do a writeup of all the Jev stuff but

@ekzhang1Sep 19, 20262.3K views

Classification

The Startup Ideas Podcast (SIP) 🧃 — What does it cost to sort 1,700 emails with Jev?

What does it cost to sort 1,700 emails with Jev?

@startupideaspodSep 18, 20262K views

ClassificationFinance

Alex Stone — TYPESAFE RELEASED A MODEL THAT DOESN'T GENERATE TEXT, AND

TYPESAFE RELEASED A MODEL THAT DOESN'T GENERATE TEXT, AND

@a1exstoneSep 18, 20262K views

AgentsDev tools

ダックビル@STUDIO DUCKBILL LLC — Prototype: 3DGS spatial classification powered by TypeSafe

Prototype: 3DGS spatial classification powered by TypeSafe

@DuckbillStudioSep 21, 20261.3K views

Classification

Peter Wang — Jev case: We are building egocentric training data for

Jev case: We are building egocentric training data for

@the_cywSep 18, 20261.1K views

Classification

Interesting to see how many people don't grasp Jev and ask

@tomhacksSep 18, 20261K views

Classification

Kris Puckett — Lunch-time Jev vibes.

Lunch-time Jev vibes.

@krispuckettSep 18, 2026999 views

Classification

Sabrina — Jev is now live on the Venice API.

Jev is now live on the Venice API.

@sabrinaesaquinoSep 19, 2026887 views

Dev toolsClassification

Max Lv — Tried using jev to help reduce local tool calls and decide

Tried using jev to help reduce local tool calls and decide

@m0d8yeSep 19, 2026866 views

Classification

Ajay Ponna Venkatesh — We just cracked how to make a great Meta ad using Jev ( a

We just cracked how to make a great Meta ad using Jev ( a

@ajaypv4Sep 20, 2026741 views

ClassificationSales & ads

LUTA@AI — Now that Jev is available, I tried playing around in

Now that Jev is available, I tried playing around in

@luta_aiSep 20, 2026687 views

Classification

Utpal Nadiger — Built a search engine for our network this weekend with Jev.

Built a search engine for our network this weekend with Jev.

@utpalnadigerSep 21, 2026640 views

Classification

Saurav Sah — I’ve been experimenting with Jev from TypeSafe AI to build

I’ve been experimenting with Jev from TypeSafe AI to build

@Saurav_sah11Sep 20, 2026610 views

Dev toolsClassification

Caps — Here's a program I built on Jev that analyses every launch

Here's a program I built on Jev that analyses every launch

@0xCapsSep 18, 2026551 views

Classification

Maksymilian — Building harnesses is also changing thanks to Jev (

Building harnesses is also changing thanks to Jev (

@MAXIMISEARTSep 18, 2026474 views

Classification

Pallav Agarwal — I made a Chrome extension that uses Jev to classify each

I made a Chrome extension that uses Jev to classify each

@pallavmacSep 18, 2026474 views

ClassificationBrowser agents

Takashi Yoshinaga — Experimenting with JEV .

Experimenting with JEV .

@Tks_YoshinagaSep 21, 2026415 views

Support & opsClassification

Jev performs really well in some evals for Executor Closest

@RhysSullivanSep 19, 2026379 views

Classification

jev puts TypeSafe's Jev model on the command line.

@hijaidevSep 20, 2026366 views

AgentsClassification

Jeremy Lu — Hey, my inbox and DMs have been flooded these past two days

Hey, my inbox and DMs have been flooded these past two days

@cat88twSep 18, 2026348 views

Classification

Tony Dinh — Jev vs Gemini 3.8 Flash Gemini is too slow to do anything

Jev vs Gemini 3.8 Flash Gemini is too slow to do anything

@tdinh_meSep 19, 2026315 views

Classification

@TheINAOG — Finally I got access to @typesafeai (thank you guys!) Jev +

Finally I got access to @typesafeai (thank you guys!) Jev +

@TheINAOGSep 17, 2026296 views

GamesAgents

Sydney Runkle — a few months ago we wrote about "graph engineering" for

a few months ago we wrote about "graph engineering" for

@sydneyrunkleSep 19, 2026270 views

AgentsClassification

AIPOCH — AIPOCH Open-Science now supports #Jev by TypeSafe AI.

AIPOCH Open-Science now supports #Jev by TypeSafe AI.

@aipoch_aiSep 20, 2026254 views

AgentsClassification

parth jain — Article 1: What is Jev + Comparison with GPT/Claude/All I

Article 1: What is Jev + Comparison with GPT/Claude/All I

@parthjain_1Sep 21, 2026180 views

Classification

Harsh — Jev case: Built an impossible to beat CPU in my browser

Jev case: Built an impossible to beat CPU in my browser

@harshdev_Sep 20, 2026172 views

GamesClassification

TypeSafe AI launched Jev, a model outputting probability

@NFTMansaSep 18, 2026169 views

AgentsClassification

I don't get it either, I usually don't care about

@JoeGXuSep 19, 2026163 views

Classification

Jev case: Here give it a try if you like.

@RichardBcker1Sep 19, 2026138 views

Classification

YC (Yucheng) — I just tested @typesafeai vs the current online haiku

I just tested @typesafeai vs the current online haiku

@yuchengSep 19, 2026131 views

Classification

TypeSafe AI launched Jev this week, and my timeline is full

@heman10xSep 18, 2026131 views

Dev toolsClassification

Rick Boers — This is a Jeff classifier made with Jev.

This is a Jeff classifier made with Jev.

@rick_boersSep 19, 2026120 views

ClassificationVideo & media

Jace Hall — TypeSafe says Jev "never hallucinates." That claim is

TypeSafe says Jev "never hallucinates." That claim is

@JaceHallSep 19, 2026112 views

Classification

Trinay Hari — Built a construction plan-set classifier with Jev.

Built a construction plan-set classifier with Jev.

@hari_trinaySep 19, 202687 views

AgentsClassification

Alex Builds — jev just dropped the cost of ai seo / geo work by ~ 90%

jev just dropped the cost of ai seo / geo work by ~ 90%

@wandeforerSep 21, 202683 views

Classification

Dickson — Jev vs Deepseek vs Luna on Connect 4 Jev beats Deepseek and

Jev vs Deepseek vs Luna on Connect 4 Jev beats Deepseek and

@DicksonWuMLSep 19, 202672 views

Classification

Takopi🐙 — my first test with jev, I directly replaced Optuna’s TPE

my first test with jev, I directly replaced Optuna’s TPE

@OctopusTakopiSep 19, 202668 views

Dev toolsClassification

RTK — holy fuck, jev is crazy i pointed it at 10,472 real meta

holy fuck, jev is crazy i pointed it at 10,472 real meta

@RiverKhanSep 18, 202664 views

ClassificationVideo & media

Jev case: This week’s model window is live 𝐌𝐮𝐬𝐞 ( @Muse /

@simon_bullowsSep 19, 202662 views

Classification

Hamish Ogilvy — Jev case: Interesting day in AI… 1.

Jev case: Interesting day in AI… 1.

@hamishogilvySep 19, 202662 views

Classification

been messing with a tiny 0.6B model, trying to make it

@hsingh_txtSep 19, 202644 views

AgentsClassification

Ashish Bhatia — JEV will have a MASSIVE impact for Customer experience AI

JEV will have a MASSIVE impact for Customer experience AI

@bhatsySep 21, 202640 views

AgentsClassification

Gosuke Suzuki|Suzuki Soten — Can Jev handle real-world business work?

Can Jev handle real-world business work?

@matu79goSep 21, 202639 views

Classification

Chaitanya — Jev case: It looked through 5,655 things our company did in

Jev case: It looked through 5,655 things our company did in

@chaitbuildsSep 18, 202636 views

Classification

Mikel | AI Engineer — The deeper idea behind Jev is not a better chatbot.

The deeper idea behind Jev is not a better chatbot.

@MikelEcheveSep 18, 202635 views

Classification

MORO — Jev case: THE AI MODEL THAT COULD REMOVE 99% OF THE COST

Jev case: THE AI MODEL THAT COULD REMOVE 99% OF THE COST

@moro_7697Sep 20, 202633 views

AgentsClassification

Jev case: This one is interesting to me, comparing to bert

@lmeyerovSep 19, 202632 views

Classification

Syphax Ait oubelli — Got the chance to try Jev, a new model from TypeSafe AI.

Got the chance to try Jev, a new model from TypeSafe AI.

@syphhhhhhhhhhSep 20, 202631 views

Classification

Amir Kodro — Gave Jev by TypeSafe a spin in TurboCode.

Gave Jev by TypeSafe a spin in TurboCode.

@AmirKodroSep 20, 202631 views

Classification

Mony Mony — Jev case: Many customers are asking for Intelligent Model

Jev case: Many customers are asking for Intelligent Model

@monymonykaySep 20, 202629 views

AgentsClassification

Tim — The technology behind TypeSafe AI's Jev represents a

The technology behind TypeSafe AI's Jev represents a

@MrOcelot1976Sep 21, 202627 views

Classification

The Neuron — Jev case: Slowing AI down may not work.

Jev case: Slowing AI down may not work.

@theneurondailySep 19, 202627 views

Dev toolsClassification

Eric Pereira — Jev's pricing math is absurd.

Jev's pricing math is absurd.

@iamericpereiraSep 18, 202622 views

AgentsClassification

The specialist is Jev, from TypeSafe.

@colinmcnamaraSep 21, 202620 views

Classification

Ideia: construir uma search engine com jev - diretório de

@kazzkiqSep 19, 202620 views

Classification

Jev case: This was a first-day model.

@hari_trinaySep 19, 202620 views

Dev toolsClassification

How accurate is Jev compared to an "old" classifier?

@RolloLucasSep 19, 202618 views

Classification

Raju Borda — Jev usecase : Content moderation on live user-generated

Jev usecase : Content moderation on live user-generated

@rajubordaSep 21, 202617 views

ClassificationVideo & media

ThatNerdyEight — Jev case: This AI says it can't hallucinate.

Jev case: This AI says it can't hallucinate.

@ThatNerdyEightSep 20, 202617 views

GamesClassification

keno — THE JEV DEMOS SENT ME DOWN A RABBIT HOLE now i have 144

THE JEV DEMOS SENT ME DOWN A RABBIT HOLE now i have 144

@kenonewsSep 18, 202617 views

ClassificationVideo & media

Vlad gpt — Mañana mi Z jefe explicándome por que toca poner jev en

Mañana mi Z jefe explicándome por que toca poner jev en

@vdiaz3Sep 21, 202615 views

Classification

Jev just came out like today or yesterday and it will be

@jack226RESep 19, 202613 views

Classification

@Nils_Reimers does the SBERT embedding based few-shot

@jsmarrSep 19, 202612 views

Classification

Dylan Fiori — I've added @typesafeai 's Jev to OpenWhisper Meeting Mode.

I've added @typesafeai 's Jev to OpenWhisper Meeting Mode.

@dtfioriSep 19, 202612 views

Classification

Coach Shweta Bajaj — JEV is insane for competitor research!

JEV is insane for competitor research!

@shwetabjajSep 19, 202612 views

ClassificationSales & ads

Jeremy — Jev case: I built a custom TUI because I didn’t want a

Jev case: I built a custom TUI because I didn’t want a

@node_jzSep 21, 202611 views

Dev toolsClassification

Typesafe, oh fellow jevs in the jevolution!

@nahkhsinadSep 19, 202610 views

Classification

My favorite Jev hypothesis: BERT’s revenge.

@perelman020306Sep 19, 202610 views

Classification

Pirates.BZ Tech Startups — Join the https:// Pirates.BZ ‍ ️ https://

Join the https:// Pirates.BZ ‍ ️ https://

@PiratesBZSep 19, 202610 views

Dev toolsClassification

Jev case: TypeSafe out of stealth: ~$40M (DCVC), "System

@mlonneuskSep 18, 202610 views

Dev toolsClassification

you could keep Jev (Typesafe) using the same color across

@creal7891Sep 21, 20269 views

Classification

Did you parse the entire internet through Jev??

@MathmoKiwiSep 19, 20267 views

Classification

Jev also classifies people who actually understand the

@phureewat29Sep 19, 20266 views

Classification

The Jev polarization is fascinating to watch.

@peterjfotiSep 19, 20266 views

Classification

gg murah bet ngeclassify teks/konten pakai typesafeai jev

@codingmenfessSep 19, 20266 views

Classification

Jev case: What TypeSafe calls a System One Model is not

@ai_supercoolSep 21, 20265 views

Classification

Khan — I like Jev for what it offers, but I worry it may be a

I like Jev for what it offers, but I worry it may be a

@khan_m_baberSep 19, 20265 views

Classification

this better be sourced, evaluated, and categorized with Jev!

@KevinMagnanSep 19, 20265 views

Classification

Did you parse the entire internet through Jev???

@MathmoKiwiSep 19, 20264 views

Classification

Took 3 days of PTO so I can build a personal project with

@cyberGoatPsyOpsSep 19, 20264 views

Classification

wiring jev into dinostomp as a refusal judge and tool

@mitansh_j07Sep 19, 20263 views

Classification

I was hoping you were going to rerun the benchmarks with

@ryanseddonSep 19, 20262 views

Classification

Couldn’t you like use Jev for model evaluations?

@ghostygoose01Sep 19, 20262 views

Classification

My sons and children of X, about done with automating my

@blaso96Sep 19, 20262 views

AgentsDev tools

The original idea was simple: JEV reads the market

@AnthonyStarklmlSep 19, 20261 views

Dev toolsFinance

Jev case: * They have money * They want something to make

@ashokgelalSep 19, 20261 views

ClassificationSales & ads

Jev case: Sounds like an excellent product.

@Crypto_FroSep 19, 20261 views

Classification

aizk ✡️ — Jev case: It classified this girl I was dating as a waste

Jev case: It classified this girl I was dating as a waste

@AizkmusicSep 19, 20260 views

Classification

Classification is the canonical Jev case: thousands of rows in, one label plus a probability out, with no text to parse back. The posts below are the highest-volume examples on this site — ad libraries, lead lists, support queues and document sets processed in seconds.

Read them for the arithmetic as much as the demo: rows per second, dollars per thousand rows, and how the author thresholded low-confidence results before trusting them. If your workflow is a spreadsheet and a category column, this is the shortest path from a chat model to a decision model.

Other Jev use cases

See everything: all 1173 Jev cases · the builders behind them · Jev FAQ

Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post