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Happy Thursday gAxis CT Lets talk about @axisrobotics. AI can already do impressive things with text images code and other digital information. But the real world is a different game. A robot has to deal with things that are difficult to predict. Objects move. People move. Lighting changes. Environments change. And sometimes one small change can completely affect the result. If you want a robot to pick up an object seeing the object is not enough. It needs to understand how that object behaves. How much force to use. What happens if it slips. And what to do when things go wrong. Thats why real-world data matters. This is what caught my attention about @axisrobotics. Axis is working toward a data engine for Physical AI helping machines learn from real-world interactions. We taught AI how to understand the digital world. Now we are teaching it how to understand reality. And reality is messy. I don’t think one company or one model will build Physical AI alone. It will take robots sensors models developers, and huge amounts of real world data. So maybe the bigger question isn’t: How smart can AI become? How much real world experience can we give it? Thats where things get really interesting. https://s.kaito.ai/We8V08p