Palona AI is building the operational intelligence layer for Physical AI. A core part of our research is interaction understanding : treating interactions, rather than objects alone, as a first-class perception target. Our goal is to enable agentic systems that are not merely instruction-reactive, but event-proactive —systems that understand what is happening in the physical world, plan the right response, and deploy timely action. …
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