As artificial intelligence advances, most systems focus on outcomes: Was the task
completed? Was the operation successful? Was the mission achieved?
Yet outcomes alone do not explain how performance occurred.
In high-stakes environments such as surgery, aviation, robotics, and emergency response,
success depends not only on decisions but also on the quality of human actions performed
under pressure.
To address this challenge, Layveer Medical Division has developed HARMONI (Human
Action Reflex Monitoring and Operational Neuroergonomic Interface).
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A 30-year journey from a clinical observation to a broader question about the future of
intelligent human–machine systems.
Can a machine be taught to notice when a human–machine system is beginning to go wrong?
This question is at the heart of our work today at Layveer Medical Division. It is also a question with a
much longer history than our current work in artificial intelligence.
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