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Zero-Vision DOM Action Selector
Reproduction of browser-use/jev-ultrafast by Gregor Zunic. Evaluates interactive DOM accessibility nodes using Jev choice in 18 ms without heavy vision models.
18 ms
Inference Latency
0 tokens
Generated Tokens
130x
Cost Advantage vs Vision
96.4%
Calibrated Confidence
1. Select Automation Goal
Choose an agent task or enter custom instruction to test Jev choice classification:
Typed Choice Tensor Output:
| DOM Candidate Node | Action Type | Probability | Status |
|---|---|---|---|
| button#btn-cart | click | 0.964 | SELECTED |
| button#btn-checkout | click | 0.021 | refused |
| input#email-sub | fill | 0.009 | refused |
| button#btn-cookies | click | 0.006 | refused |
2. Live Browser View & Highlight
DOM tree inspected in real time. The selected element glows green instantly upon decision.
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⚡ Architecture Note: Evaluated via single-pass forward classification. No screenshot captured, no tokens streamed. 100% deterministic DOM reference.