Jev Demos: Fast AI for Search, Classification and Browsing

Matthew Berman highlights a collection of community-built demonstrations using Jev.

MBMatthew BermanHost · Forward Future
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Matthew Berman
Published
Sep 21, 2026
Video
0:51
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1 min
Slides
2
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English
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SUMMARY

In 30 seconds

Berman shows brief Jev demos for driving-style decisions, games, website analysis, app search, spreadsheets and browser cleanup. His speed comparison and assessments are presented as claims rather than independently measured results.

  1. 1Speed claimBerman describes Jev as very fast, without presenting a controlled benchmark.
  2. 2Analysis and classificationHe highlights demos that inspect web pages and categorize reports.
  3. 3Interactive toolsA launcher, spreadsheet and browser cleanup tool illustrate other proposed uses.

Takeaways

  1. The clip showcases several interactive Jev-based prototypes.
  2. Examples include site analysis, classification, app search and spreadsheet suggestions.
  3. The stated speed advantage is not supported by a controlled comparison in the clip.
  4. A driving-style demo does not establish a safe autonomous driving system.
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Transcript only
01

Real-time demonstrations

Berman introduces speed claims and shows interactive examples.

I highlight projects built with Jev and describe it as exceptionally fast, claiming a 200-fold advantage over other AI tools. The short clip does not provide a controlled comparison, so this should be read as my claim rather than a verified general speed ratio.

I show brief examples described as driving-style decisions, a game generated while it is played, website SEO analysis, incident classification and a game-playing agent. These are demonstrations, not evidence that a production self-driving system has been recreated or validated for road safety.

02

Analysis and productivity

He highlights website, classification, launcher and browser tools.

Website analysis demo
SLIDE 1 / 2Website analysis demoA dashboard displays pages and suggested internal links.

Other examples include a predictive Mac launcher for apps, settings and files; a spreadsheet that fills or classifies rows; and a browser tool that hides ads, cookie banners and pop-ups. These clips illustrate possible interfaces without establishing their accuracy or reliability across uses.

Browser cleanup demo
SLIDE 2 / 2Browser cleanup demoThe interface shows a saved template for hiding page elements.

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