Walden Robotics

Skild AI's $1.4 billion Series C, led by SoftBank, and Figure AI's $1 billion Series C, led by Parkway Venture Capital, are the two largest humanoid and embodied-AI rounds in ROBOTNESS's verified records since January 2025, and together make up 41% of the $5.86 billion disclosed across 22 rounds. Humanoid makers took 70% of disclosed money in 2025, but developers of robot foundation models have taken 71% in 2026 so far, and NVIDIA joined seven rounds without leading one.

A vision-language-action (VLA) model is one neural network that reads camera images and a plain-language instruction and outputs a robot's next motor commands, built by training a vision-language model on robot demonstrations. Google DeepMind, Physical Intelligence, NVIDIA, Figure AI, Skild AI and AgiBot lead, and the commercial race now turns on the cost of action data rather than model design.

Anthropic economists scored about 19,000 O*NET job tasks and concluded that robots can technically perform 74% of physical tasks in the US, yet beat human labour on cost for only 0.3% of tasks. At the historical 3% annual decline in robot prices, the study estimates it would take 40 years for that share to reach 10%.

General Intuition, which trains AI models on action-labelled gameplay clips from the Medal platform, said on 29 September 2026 that it had raised $220 million at a $6.2 billion valuation from investors including Khosla Ventures and General Catalyst. The figure is 2.7 times the $2.3 billion it disclosed with its Series A 96 days earlier, and the company has opened a waitlist for partners in robotics, simulation and games.

Walden Robotics, spun out of Toyota Research Institute in January 2026, emerged from stealth on July 15, 2026 with a $300 million seed round at a $1.1 billion valuation co-led by Toyota and Deviation Capital. The Cambridge, Massachusetts company says its robots, driven by large behavior models, have been doing production work at a Toyota plant in North America since February, and on July 28 it added Samsung SDS as a manufacturing partner.

An 82-author team from Toyota Research Institute, Cornell University and MIT reported in Science Robotics on April 15, 2026 that multitask large behavior models, built on diffusion policy, outperform single-task baselines in blind, randomized trials and need far less task-specific data. The preprint version describes about 1,700 hours of robot demonstrations across more than 500 tasks and 1,800 controlled real-world trials.

Generalist AI released GEN-1 on April 2, 2026, an embodied foundation model pretrained on more than 500,000 hours of human physical interaction data captured with wearable devices and no robot data. The company reports 99% average success on tasks where its previous model reached 64%, about one hour of robot data per task and task times roughly three times faster than the prior state of the art; the results are the company's own and have not been independently replicated.

Mind Robotics, the industrial AI robotics company founded and led by Rivian chief executive RJ Scaringe, said on March 11, 2026 that Accel and Andreessen Horowitz co-led a $500 million Series A, about four months after a $115 million seed. Rivian's filings show it deconsolidated the start-up in March, valued its remaining 37.6% at about $569 million using the Series A share price and recorded a $506 million gain, which by ROBOTNESS arithmetic implies an equity value near $1.51 billion.

Figure AI on Jan. 27, 2026 released Helix 02, a robot foundation model that runs a humanoid from camera pixels and fingertip touch down to joint commands at 1 kHz, replacing 109,504 lines of hand-written C++ with a 10-million-parameter learned controller. The company showed a Figure 03 unloading and reloading a dishwasher across a full kitchen in a four-minute, 61-action run it says had no resets and no teleoperation.

Mobileye agreed on 5 January 2026 to buy Israeli humanoid developer Mentee Robotics for $900 million in cash and stock and closed the deal on 3 February. Its filings show chief executive Amnon Shashua, Mentee's chairman and co-founder, receives about $341 million and chief technology officer Shai Shalev-Shwartz about $118 million, with 90% of the founders' stock released only after two and four years. Mentee targets autonomous customer pilots in 2026 and series production in 2028.