Scores Video Ad Shots with Jev
The tool uses Jev to judge each shot and rate the whole video ad, scoring every shot in 1.5 seconds.
View on X timein 1.5 seconds
Vlad Dubchak@vladdubchak_x𝕏
Jev is insane for ad research. I built a tool that scores every shot of any video ad on meta in 1.5 seconds. It runs on Maxfusion + @typesafeai I pushed 450+ ads through it in less than 3 minutes. It pulls any advertisers live video ads from Research Lab on Maxfusion. Maxfusion watches the ads and gives a forensic breakdown. Jev then judges each shot and rates the whole ad. It made 50 judgments in
It runs on Maxfusion and @typesafeai. It pulls advertisers’ live video ads from Research Lab on Maxfusion, where Maxfusion provides a forensic breakdown.
Also filed under Research & data
- Jev Reranks Knowledge Search Results
You.com uses Jev through OpenRouter as a reranking layer for Knowledge in its Web Search API, selecting relevant results between retrieval and synthesis. The setup used 3x fewer tokens and achieved 84% accuracy on the Vertical RTK benchmark.
- Simulates Text Attention
The build uses JEV to simulate the attention mechanism by approximating an attention score for each pair of words in a text. It treats texts as bidimensional entities.
- Hermes Researches YouTube, X, and LN
Nabendu Biswas uses Jev in a Hermes agent to research YouTube, X, and LN.
- Visualizes French Wikipedia Elites
The project is a data visualization of French elites on Wikipedia. Its crawl is ongoing, with new biographies arriving.