Jev Demos: Fast AI for Search, Classification and Browsing

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

MBMatthew BermanPresenta · Forward Future
Canal
Matthew Berman
Publicado
21 sept 2026
Vídeo
0:51
Lectura
1 min
Diapositivas
2
Original
inglés
Abrir en YouTube
Al desplazarte, el vídeo se reduce a la esquina inferior derecha y sigue reproduciéndose. Los subtítulos siguen tu idioma de lectura.
Idioma de lecturaDisponible en 2 idiomas
Este artículo aún no está en español, así que se muestra el original en inglés.
RESUMEN

En 30 segundos

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.

Conclusiones

  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.
TEXTO COMPLETO

Lee el texto editado por capítulos

Solo la transcripción
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
DIAPOSITIVA 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
DIAPOSITIVA 2 / 2Browser cleanup demoThe interface shows a saved template for hiding page elements.

Más de este canal

12 diapositivas34:21EN
Matthew Berman· 27 oct 2026Matthew Berman Examines Anthropic’s IPO Filing, AI Growth and GovernanceMatthew Berman, Sam Altman · Forward FutureThe presenter reviews the S-1’s financial metrics, compute strategy and voting structure while questioning the tension between rapid AI development and safety.AnthropicAI SafetyIA empresarial+2
6 diapositivas25:50EN
Matthew Berman· 24 oct 2026Kimi K3.1 Pro Tested: Strong 3D Demos, Uneven Results and Competitive PricingMatthew Berman · Forward FutureMatthew Berman tests the open-weight model on coding, 3D rendering and visual explanations, then compares benchmark results and prices.Open-weight modelsBenchmarksAI cost & performance+1
2 diapositivas32:20EN
Matthew Berman· 23 oct 2026Who Is Local AI For? The Costs, Trade-offs and a Hybrid FutureMatthew Berman · Forward FutureMatthew Berman weighs data control and independence against hardware cost, setup complexity and inference speed.Local inferenceOpen-weight modelsAI cost & performance+1
6 diapositivas1:03:37EN
Matthew Berman· 23 oct 2026Matthew Berman’s Team Tests Kimi K3.1 on Animation, Games, and ChartsMatthew Berman, Alex, Brian · Forward FutureA live team AMA turns into an informal test of Kimi K3.1, from personal-agent workflows to motion graphics, a browser game, and a benchmark chart.Agentes de programaciónGenerative mediaEvaluaciones+2
0:53EN
Matthew Berman· 22 oct 2026Sam Altman on AI and the Discovery of New KnowledgeSam Altman · OpenAIAltman expects progress in mathematical discovery to extend to biology, materials and energy.AI for scienceMathematicsComputational Biology+1
Diapositivas0:22EN
Matthew Berman· 21 oct 2026A Robot Bodyguard Video Shows Dramatic Rescue ScenariosMatthew Berman · Forward FutureMatthew Berman reacts to a short robot demonstration depicting fighting and vehicle-rescue scenarios.RoboticsEvaluaciones