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How to verify a click in an AI-recorded website demo

A 13-second product demo came back from our recorder. The cursor moved, the page scrolled twice, and every frame decoded. It had missed the only step the viewer needed to see. The task was to open Captions from Valmera’s public Getting Started guide and scroll the destination. We recorded three attempts with the same destination. The first two reported zero completed clicks. The third reached the…

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More in AI

How PhysLoop Lets AI Learn Physics on Its Own – Watch the Magic

PhysLoop 2026: How LLM‑Powered Physics Is Making Video‑Generation Models Learn on Their Own The Hook Synthetic video dazzles, yet most clips still flout Newton’s laws.

  • PhysLoop combines LLM with video generator via differentiable physics teacher
  • System self-corrects video synthesis process using physics reasoning
  • Demonstrated with steel ball rolling down ramp, hitting block, and vase

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