The X algorithm, rebuilt with Jev

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  Dan Shipper

  @danshipper

  we almost never test new foundation models but we've been testing this for ~a week @every and it's pretty wild. the kind of things that will be obviously indispensible in 6-12 months it doesn't produce words as output, it produces probabilities. so it can efficiently act as a judge in cases where you'd need a Fable-level model—but in our testing was 25x faster and 600x lower priced excellent vibe check by @hammer_mt on @every: https://every.to/also-true-for-humans/mini-vibe-check-typesafe-s-jev-judged-everything-i-ve-written-in-0-7-seconds?utm_cta_source=home_main_a_3

  

  Article·Content and growth

  Pick

  Every’s editorial vibe check

  Judgments

  1,709

  Total cost

  <$0.01

  Median per passage

  0.35 s

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  Ian Nuttall

  @iannuttall

  I gave Jev 3,282 of my X posts across 100M views and asked it to find what actually works for growth. 4,252,330 tokens $0.1282 for the full 8m 34s run! Each post got 8 questions about the topic, hook, tone, whether it teaches something, etc. How-to posts got 150 median likes vs the average median of 44. AI and coding was a 1.9x multiplier topic compared and SEO, despite recent posts, was right at base median 1.0x - surprisingly. The recommended topic + angle + voice formula was: AI coding + teach something + provocative

  

  X post·Content and growth

  3,282 posts, eight questions each

  Posts

  3,282

  Cost

  $0.1282

  Run time

  8 m 34 s

• 

  Rob Hallam

  @robj3d3

  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 signup. try it below ↓

  

  X post·Content and growth

  Post scoring with SuperX

  Questions per draft

  61

  Latency

  ~1 s

  Cost

  $0.0004