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I would like to know from a perspective of the community that understands AI much better than me if this idea I have makes any sense:

UX Resonance is a non-invasive AI testing methodology that captures natural behavioral signals to evaluate emotional alignment in interfaces—without cameras or surveys. Created by Henrique Teixeira de Magalhães, it aims to redefine UX testing with ethics, scalability, and emotional intelligence.

Thanks in advance, Magalhães

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  • Can you provide more details on the type of behavioural signals that it captures? Are you able to reference similar work that was done in the past from someone else? Commented Apr 29 at 22:04
  • Response sent in LinkedIn TKS Commented Apr 30 at 9:57
  • You mentioned that unconscious behavioural signals like hesitation patterns, scrolling rhythm, mouse path complexity, and click hesitation can be used to detect frustration, confusion, or satisfaction in real-time. Are you able to provide more details to help the community understand the concept of UX resonance better? Commented Apr 30 at 22:04
  • Yes Michael. It is still a task in progress but to give you and the community a better understanding of my concept I see that we have SIMPLE scenarios like measuring how much time a user focused on an element of the UX and complex scenarios that would require input from people specializing on user experience human behavior psychology and much more Commented May 1 at 1:34
  • I said is because since my test won't require any special setup in the testing environment we can't make fake assumptions of false positives base it on a behavior that doesn't reflect a real emotion from the final user got itl Commented May 1 at 1:35

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