Samsung forms CEO-led RX Robotics division for in-house humanoid robots

Samsung's move into humanoid robotics positions it against Tesla's Optimus, Figure and a wave of billion-dollar robotics startups. The formation of a CEO-led RX Robotics division signals executive-level commitment after years of quiet internal work, and reflects a bet that humanoids are the next major AI hardware frontier.

Technically, the effort combines Samsung's proprietary Gauss AI model with a new World Model for robotics — a system that learns physical-world behavior from video, echoing the world-model approaches pursued across the industry to give robots intuitive physics understanding. Samsung's differentiator, per the reports, is that it possesses all three pillars needed for humanoids: large-scale data, in-house AI models, and vertically integrated hardware manufacturing — a combination few rivals can match.

Strategically, humanoid robotics ties into a broader industry theme this week, from r/artificial's viral discussion of why robotics startups obsess over folding laundry to Demis Hassabis's predictions about AI-driven scientific progress. Manufacturing scale is Samsung's structural advantage: it already builds displays, chips, batteries and consumer hardware at volume.

Skeptics note that humanoid robotics has a long history of overpromising, and that a World Model learning from video is far from demonstrated general-purpose dexterity. The report is also based on sourcing rather than an official product launch. What to watch: an official unveiling, concrete robot demonstrations, and whether Samsung's manufacturing edge translates into cost-competitive humanoids ahead of Tesla and startups.