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CES shows 12 companies redefining Personalization using Robots, AI and Web3. The Agibot X2 humanoid robot dances. (Photo by Patrick T. Fallon / AFP via Getty Images) AFP via Getty Images CES has always been a preview of what is next, and with AI, Web3 and Robots all converging, it became a measure of what is becoming foundational. Bringing together over 148,000 attendees from over 150 countries, alongside 4,500 exhibitors and 1,400 startups, the show rocked Vegas per CTA. Artificial intelligence was everywhere, but the most important takeaway was not about smarter models or faster chips. The major theme I saw running through everything I saw was personalization, and how difficult it has become to do it well, safely, and at scale. Across the show floor, the companies that stood out were not chasing novelty. They were building systems that adapt to people, preferences, and context. That is where Web3, Robots and AI are converging, not as buzzwords, but as infrastructure. At CES, Personalization Now Starts With Trust You may be thinking that personalization is a front end problem focused on recommendations, interfaces, and feeds. CES made it clear that personalization has become a crucial element of trust. Per McKinsey, personalization can enhance customer satisfaction by 15 to 20 percent, increase revenue by 5 to 8 percent, and lower cost to serve by up to 30 percent when powered by AI and agentic systems. As AI systems move into higher stakes environments, data provenance and trust matter as much as intelligence itself. Vannadium exemplified this shift with Leap, a real time, onchain data platform designed to make AI systems explainable and auditable. By enabling high value data to be streamed onchain with full provenance and access control, Vannadium reframes blockchain as an enterprise trust layer for AI rather than a…

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Filed under: News - @ January 16, 2026 10:27 pm