The Next Frontier: Hardware and Robotics for AI Startups in Palo AltoArtificial intelligence is rapidly moving beyond screen interfaces. A new wave of AI Startups in Palo Alto is bridging the physical and digital worlds by pairing custom silicon, spatial computing, and embodied intelligence with physical robotics. Supported by local incubators and seasoned system architects, these Palo Alto startups are transforming theoretical models into autonomous physical systems ready for real-world deployment.click to find best characater building ai : https://www.barchart.com/story/news/3709970/top-5-ai-startups-in-palo-alto-in-2026-companies-to-watch#AIStartupsInPaloAlto #Robotics #EmbodiedAI #DeepTech #HardwareAI