AI Stack
Capabilities and model layers highlighted by the company.

Google DeepMind develops frontier AI models for robotics, scientific discovery, and general intelligence.
Google DeepMind is a British-American AI research laboratory formed in 2023 through the merger of DeepMind and Google Brain. Led by Demis Hassabis, the organization develops frontier AI systems spanning large language models, multimodal reasoning, scientific discovery, and embodied intelligence. Its breakthroughs include AlphaGo, AlphaFold, the Gemini family of models, and Gemini Robotics, positioning the lab at the forefront of general-purpose AI research. In robotics, Google DeepMind is developing foundation models that enable robots to perceive, reason, manipulate objects, and generalize across unfamiliar tasks. Through Gemini Robotics and related embodied AI research, the lab is building intelligence designed to transfer across multiple robot platforms rather than being tied to a single hardware system.
Platform maturity, autonomy stack, and flagship-system specifications in one view.
Capabilities and model layers highlighted by the company.
Google DeepMind released Gemini Robotics ER 1.6, an embodied reasoning model update focused on spatial reasoning and multi-view understanding for robots.

Google Teaches Apollo Humanoid New Skills Using Human Video
Google DeepMind has demonstrated a new approach to robot learning using Gemini 4 Argon, its latest AI model, to translate human demonstrations into physical robot movements.

Google DeepMind Is Building a New Robotics Lab in Cambridge
Google DeepMind is establishing a new robotics laboratory in the Cambridge area of Massachusetts, expanding its physical infrastructure for robotics hardware development and artificial intelligence research.

The Robotico 50: Women in Humanoid Robotics & Embodied AI 2026
An independent editorial selection recognising women working across humanoid robotics and embodied AI.

Extend Robotics Raises £2.6M to Sell Factory Output, Not Robots
British embodied-AI company Extend Robotics has raised £2.6 million in Pre-A funding to expand a service that charges manufacturers for completed work rather than selling them robot hardware.

The Real Moat in Robotics May Be Data, Not the Robot
Robotics companies are racing to build faster, cheaper and more capable machines. But as hardware becomes increasingly accessible, another competitive advantage is emerging: the ability to collect high-quality real-world data and turn every deployment into a smarter robot.

Generalist Raises Nearly $200M at $3B Valuation
Generalist has raised nearly $200 million in additional funding, lifting the robotics AI startup’s valuation to $3 billion just months after its previous financing.

What to Watch For at IEEE Humanoids 2026 — And How to Tell a Real Announcement From a Demo Reel

Apptronik’s Apollo And The Shape Of Industrial Humanoids
Inside Apollo, the NASA‑inspired humanoid that aims to turn humanoid robots into standard equipment for logistics and production lines.

Physics First: Why FieldAI's Foundation Models Break the VLA Playbook
Physical Intelligence retrofits vision-language models. Skild AI scales imitation learning. FieldAI took a third road, one that starts from the physics of being wrong, and treats risk as a first-class citizen of the model.