For years, most of the “intelligence” lived in massive, centralized data centers. But the real shift happens when AI leaves the cloud and starts living inside the devices and machines around us. In just the last 24 hours, we’ve seen: 𝗥𝗲𝗮𝗹‐𝘄𝗼𝗿𝗹𝗱 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝘆: Physical robots moving into offices and public spaces, through Mint’s new partnership with Rice Robotics to deploy service and security robots across Asia. 𝗘𝗱𝗴𝗲 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗶𝗻 𝗽𝗿𝗼𝗱𝘂𝗰�

Why most AI projects fail (and what actually works) I watched a VP present an AI pilot to the C-suite last month. Slick deck. Impressive accuracy metrics. Glowing testimonials from the data science team. The CEO asked one question: “What problem does this solve?” Silence. That pilot died three weeks later. Along with $2 million and six months of work. We’ve been here before. Ten years ago, every company was building dashboards. Beautiful dashboards with real-time data, inte