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@redp314

Can Jev replace Pangram to detect ai? one question to @typesafeai Jev: "was this written by an AI model?" the split is the probability. no training, no classifier, 250ms, $0.00003 per text…

2026-09-18351 views3 likes1 savesvideo

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More from @redp314

3 more
  • video
    @redp3142026-09-17

    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…

    351.4k views2.7k likes2.6k saves
    game decisionssupply chain gateon X ↗
  • video
    @redp3142026-09-17

    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…

    204.6k views703 likes305 saves
    game decisionson X ↗
  • video
    @redp3142026-09-18

    in 2026, why do you still get irrelevant posts on your X feed? built a feed optimizer with @typesafeai Jev. it's tuned on my own bookmarks, then every post goes through ONE call to Jev → 9 typed…

    2.3k views5 likes8 saves
    game decisionsinbox triageon X ↗

More text detection decisions

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  • video
    @RBilgil2026-09-18

    Made a real-time slop detector with jev as you scroll

    532.7k views13.9k likes3.5k saves
    agent loopinbox triagetext detectionon X ↗
  • video
    @ahmedgagan112026-09-18

    Jev is crazy 🤯 I made an AI text detector powered by Jev. Scans a complete article and gives a sentence by sentence breakdown in almost realtime.

    1.9k views27 likes22 saves
    text detectionon X ↗
  • video+1
    @krispuckett2026-09-18

    Alright playing with Jev through Vercel. 1. quick coaching support during a session rather than running through my gateway. 2. Anti-slop detector and fixer.

    1.8k views20 likes14 saves
    text detectionon X ↗
  • video
    @amagitakayosi2026-09-18

    Jev demo: A live Bluesky feed with real-time emotion detection and avatars matched to each user’s profile. #jev

    1.7k views16 likes4 saves
    inbox triagetext detectionon X ↗
  • video
    @theRaz0r2026-09-18

    Built jevscan - a Chrome extension to detect malicious addresses and transactions on @etherscan in real-time using Jev from @typesafeai.

    563 views8 likes3 saves
    browser agenttext detectionon X ↗
  • video
    @heyakbarali2026-09-18

    Made an X slop detector with Jev Jev flageed @sama as slop, sorry

    40 views3 likes1 saves
    text detectionon X ↗

More game decisions decisions

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  • video
    @aimlapi2026-09-16

    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…

    541.9k views2.2k likes764 saves
    game decisionson X ↗
  • video
    @HugoDuprez2026-09-18

    Jev can generate game levels in real time. Faster and cheaper structured output could be a big deal for game dev!

    516k views2.8k likes1.3k saves
    game decisionson X ↗
  • video
    @_MaxBlade2026-09-17

    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…

    338.9k views4k likes1.9k saves
    game decisionson X ↗
  • video
    @maubaron2026-09-18

    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…

    300.3k views3.6k likes1.7k saves
    game decisionson X ↗
  • video
    @MaxRovensky2026-09-17

    jev decided to sacrifice a human to save robots when solving trolley problems

    286.9k views1.5k likes365 saves
    game decisionson X ↗
  • video
    @RomanSlack12026-09-16

    Jev by @typesafeai works quite well for drone applications. Made this in 15 minutes and only cost 10 cents. Repo:

    133.8k views354 likes301 saves
    game decisionson X ↗

More document classification decisions

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  • video
    @TheMattBerman2026-09-17

    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…

    886.9k views6.5k likes9k saves
    document classificationon X ↗
  • video
    @borjafat2026-09-18

    Jev is WILD for SEO audit 🤯 in 45.1 seconds it read all 586 pages on my site and rebuilt the internal link map. 584 links placed, 139 pages it refused to link because nothing honestly fit. total…

    660.4k views3.7k likes7.2k saves
    document classificationon X ↗
  • Na
    text
    @NathanFlurry2026-09-16

    hype-free explanation of jev: jev does not replace gpt / claude jev is just a *really* smart switch statement like if 2016 ml classifiers got 2026 levels of intelligence it's a new* type of tool that…

    659.4k views7.5k likes4k saves
    document classificationagent loopon X ↗
  • Mi
    text
    @MichaelLee042026-09-15

    I got access to Jev earlier today (thank you @hackgoofer). I have run ~5,000 requests so far, (which cost me around $2!), across classification, model routing, intent, steering, and many other…

    496.2k views3.1k likes2.6k saves
    document classificationagent loopon X ↗
  • video
    @ryanvogel2026-09-16

    this model is actually insane at email classification i tested it on 1500 of my own emails to see how well it works and I am blown away

    445.9k views3.5k likes1.9k saves
    browser agentdocument classificationinbox triageon X ↗
  • video
    @iam_zachi2026-09-17

    I think I just cooked something 🔥 jev(): a PostgreSQL extension that searches your whole database in natural language. No index, no embeddings, just one function. WHERE jev(people, 'could work from…

    416k views2.8k likes2.3k saves
    document classificationon X ↗