Figure AI’s weeklong robot livestream draws hype and scrutiny over humanoid capabilities

Figure AI has drawn wide attention by livestreaming humanoid robots placing packages onto a conveyor belt for nearly a week, including a period in which one robot competed against a human intern. The event has gone viral among technology enthusiasts, but the demonstration still offers only a limited view of what the robots can do in real-world settings.

The company began the event on May 13 as a planned eight-hour demonstration of its latest Figure 03 robots. The task was to inspect bar codes on small packages, including cardboard boxes and soft padded envelopes or bags, and place them on a conveyor belt with the bar codes facing downward. According to Figure CEO Brett Adcock, the robots were to perform the task autonomously and without human intervention.

Adcock tempered expectations at the outset, noting that the team was trying to keep the robots working for eight straight hours, compared with a previous Figure demo that lasted one hour. “High odds something breaks,” Adcock posted on X.

The robots use Figure’s Helix 02 neural network system, which the company says enables full-body control and “long horizon autonomy” for different tasks. Figure says its whole-body controller was trained on more than 1,000 hours of human motion data and in more than 200,000 parallel simulated environments.

Adcock said the Helix 02 system runs “entirely onboard” each robot, with AI inference performed on the device. The robots are also networked together for communication, allowing one robot to request another to take over when its battery runs low. Each robot is expected to work for about three to four hours before needing a recharge. Robots may also be swapped out if they encounter hardware or software issues.

After eight hours of what Adcock described as “autonomous, unsupervised work,” Figure decided to continue the livestream around the clock. Adcock highlighted YouTube comments that gave several robots names such as Bob, Frank, and Gary.

By May 14, the robots had surpassed 30 hours of collective work, with individual units rotating in and out. Adcock also promoted the company’s merchandise while wearing a T-shirt featuring the robot named Frank and introduced another robot with a nametag reading Rose.

The event became more of a spectacle as people began placing bets on Polymarket on how long the robots could operate without failure and how many packages they could handle.

By May 15, Adcock said the robots had achieved “48 hours of nonstop autonomous operation without a failure.” He added: “We are now running this until a failure to perform the use case.”

Figure head of design David McCall also appeared on the livestream briefly to give another robot a “Jim” nametag. That robot later featured in a head-to-head contest against a human worker.

On May 17, Adcock outlined a 10-hour “Man vs. Machine” competition. The human competitor would receive meal breaks and paid rest breaks during the shift in accordance with California labor laws. Figure AI intern Aimé Gérard was chosen to represent the human side.

A comparison video showed differences between the robots and the human worker. Gérard was able to pick up packages more quickly and precisely for inspection before moving them along. The robots worked more slowly but methodically. They also sometimes spent extra time trying and failing to pick up packages or repeatedly reached at empty air while attempting to sweep packages forward.

According to Business Insider, Gérard stayed ahead until he took a required break. After returning, he regained the lead and ultimately won by sorting 12,924 packages compared with the robots’ 12,732.

Adcock said the intern averaged 2.79 seconds per package, while the robots averaged 2.83 seconds per package. “This is the last time a human will ever win,” the Figure CEO predicted in his post about the competition.

Attention to the livestream has not been uniformly positive. Some commenters pointed to moments when the robots appeared to mishandle or drop packages.

Others questioned whether the robots were truly operating autonomously, despite Adcock’s insistence that no human teleoperators were controlling them. The lack of independent on-the-ground verification makes such claims difficult to confirm. The article notes that some companies, notably Tesla, have previously relied on human teleoperators in humanoid robot demonstrations.

The event may seem especially compelling because livestreamed endurance runs featuring humanoid robots remain uncommon. Compared with short promotional videos, livestreams can appear more transparent by showing robotic mistakes and fumbles in real time. Even so, the demonstration is limited to the Figure 03 robot handling packages in a single warehouse-style setup.

The article says this does not establish the kind of general-purpose capability that Figure and other companies are pursuing for AI-powered humanoid robots. For widespread adoption, such robots would need to prove they are as capable and cost-effective as human workers or specialized industrial robots.

Figure has so far shown only hints of broader capability in short videos, but it has already raised nearly $2 billion from Silicon Valley investors and companies, including Microsoft, Nvidia, Intel, Amazon, and OpenAI.

Its largest real-world test so far involved deploying Figure 02 robots at BMW Group Plant Spartanburg in South Carolina in 2025. Over an 11-month period, those robots picked up sheet-metal parts from racks or bins and placed them on a welding fixture.

According to a BMW Group press release, the robots contributed to production of 30,000 BMW X3 vehicles while working 10-hour shifts during a typical Monday-to-Friday workweek. The release said: “Figure 02 handled the precise removal and positioning of sheet metal parts for the welding process—a task that is particularly demanding in terms of speed and accuracy while also being physically exhausting.”

Whether BMW will deploy the Figure 03 robot in additional pilot programs remains unclear. In a February 2026 press release, the automaker said it was still evaluating future use cases for Figure’s latest robot.