Robotica Guide covers humanoid robots, embodied AI and large language models, with a focus on what companies have actually shipped, demonstrated or disclosed. Every article links its primary sources and labels company claims, demos, pilots and deployments for what they are. Edited by Brandon Cook.

Four XPENG IRON humanoid robots hang from white support stands in a bright studio: one in a white covering, one with its metal frame and wiring exposed, one in black and one in white Four XPENG IRON humanoid robots hang from white support stands in a bright studio: one in a white covering, one with its metal frame and wiring exposed, one in black and one in white

XPENG’s IRON Humanoid Is Due in Europe in 2027. Its Spec Sheet Got Smaller on the Way

Gemini app chat screen reading "Look what you can do with Gemini 4" with the model picker open and "4 Argon, Complex tasks" highlighted below 3.5 Flash-Lite, 3.8 Flash and 3.1 Pro Gemini app chat screen reading "Look what you can do with Gemini 4" with the model picker open and "4 Argon, Complex tasks" highlighted below 3.5 Flash-Lite, 3.8 Flash and 3.1 Pro

Gemini 4 Argon Costs $2/$10 Until Nov 30, Then Doubles. Google’s Own Table Shows Where It Loses

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Grey and silver robotic hand gripping black scissors that are cutting a sheet of white paper on a wooden table Grey and silver robotic hand gripping black scissors that are cutting a sheet of white paper on a wooden table

Unitree Dex5-S Robot Hand Costs From $6,350. Atlas and Sharpa Haven’t Named a Price

Unitree lists its 22-joint Dex5-S robot hand from $6,350. How it compares with Atlas's new 13-joint hand, Sharpa's W02 and Tesla's tactile-sensor patent, and what none of them has proved yet.

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Embodied AI

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White SO-101 robot arm gripping a white block on a cork tabletop, next to a grey container and a blue container holding dark blocks White SO-101 robot arm gripping a white block on a cork tabletop, next to a grey container and a blue container holding dark blocks

World Action Models Explained: Black Forest Labs Says Its Robot Brain Ranks First. NVIDIA’s Leaderboard Says Second