Figure’s Resilient Demo
- Figure AI released a demo showing a humanoid running despite leg actuator failures under its 'Vulcan' controller. - Production signals from Figure’s BotQ facility hint at a steep manufacturing ramp, though exact volumes remain unclear. - Figure is emphasising robustness for warehouse deployment and appears to be scaling production as a strategic priority. ( )
A humanoid robot that loses part of its leg drive usually falls; Figure says its new Vulcan controller kept a Figure 03 running after up to three lower-body actuator or joint failures. (humanoidsdaily.com) Figure posted the demo last week, showing the robot continue moving in a degraded “limp mode” instead of collapsing. The company says the same policy is meant to let the robot reach a repair bay on its own after a hardware fault. (humanoidsdaily.com) An actuator is the motor-and-gear system that moves a joint, like the hardware equivalent of a muscle. If one fails in a humanoid’s leg, the machine can lose balance fast because walking depends on many joints correcting one another in milliseconds. (figure.ai) Figure has been building toward this with learned walking software rather than fixed hand-coded rules. In a June 2025 technical post, it said its locomotion policy was trained in simulation across varied friction, pushes, trips, slips, and robot-to-robot differences before transfer to real machines. (figure.ai) The timing lines up with Figure’s push into logistics, where a warehouse robot cannot stop every time a component drifts out of spec. Figure said in June 2025 that Helix, its vision-language-action system for warehouse work, had improved package handling in live logistics deployments over the prior three months. (figure.ai) At the same time, the company is signaling a manufacturing ramp. Figure said when it introduced BotQ on March 15, 2025 that the first-generation line could build up to 12,000 humanoids a year, with more scaling planned after that. (figure.ai) A production chart shared this week by Chief Executive Brett Adcock appears to show output accelerating from February 2026 onward at BotQ. Humanoids Daily, citing the unlabeled chart, estimated April production at roughly 150 units, but Figure has not publicly attached exact monthly totals to that graphic. (humanoidsdaily.com) That estimate fits Figure’s broader redesign of the robot for volume manufacturing. Humanoids Daily reported that the Figure 03 moved to high-volume tooling such as die-casting, and Figure has said BotQ is bringing more of the supply chain and factory software in-house. (humanoidsdaily.com, (figure.ai) Figure’s public message is now less about a single flashy demo and more about whether the same machine can keep working, recover from faults, and be built in large numbers. The Vulcan clip answers one part of that pitch by showing a robot that does not immediately go down when hardware goes wrong. (humanoidsdaily.com, (figure.ai))
