Robotics Weekly: Tesla's Cybercab Scrutiny, XPeng's Production Line, and Figure's Compute Deal
This week's digest covers the operational challenges facing Tesla's Cybercab, XPeng's transition to mass production for its IRON humanoid, and Figure's massive $3.5B compute partnership with Nscale. We also explore iRobot's new Roomba Duo prototype, Bedrock Robotics' deployment of autonomous excavators, and the latest in entertainment robotics from IFA 2026.
Podcast В· 3 min
Tesla's Cybercab faces operational hurdles and federal scrutiny
Tesla's Cybercab has encountered early operational difficulties just days after launching commercial service in Austin, Texas. Users have reported awkward driving behaviors, such as stopping in the middle of busy roads rather than pulling to the curb, and the discovery of a hidden virtual joystick on the center screen. These incidents have drawn the attention of federal regulators, with the NHTSA initiating an audit of the technical data and self-certification processes behind the vehicle. This development marks a critical phase for Tesla's purpose-built autonomous EV, which lacks a steering wheel and pedals. While Tesla plans to expand the fleet, the current investigation into its safety compliance and real-world performance raises questions about the pace of its rollout. The company is currently operating 45 of these vehicles in limited parts of Austin, and there are reports that Tesla may soon offer these robotaxis as loaners for customers whose cars are being serviced.
Zoox intensifies marketing push in San Francisco
Amazon's Zoox is aggressively positioning its robotaxi service as a lifestyle attraction in San Francisco, employing influencer partnerships, local event sponsorships, and free rides to build brand awareness. The company is currently operating a fleet of approximately 100 vehicles, handling roughly 10,000 rides per week. This marketing strategy aims to differentiate Zoox in a competitive market where Waymo currently dominates with a fleet of 4,000 vehicles completing over 500,000 weekly trips. Unlike Waymo's approach of retrofitting passenger cars, Zoox utilizes a bidirectional vehicle designed from the ground up for autonomy. The company's challenge now lies in proving that its distinctive vehicle design and marketing efforts can translate into sustainable utilization and paying customers, as it continues to offer free rides to gain traction in the city.
XPeng activates dedicated IRON humanoid production line
XPeng has officially switched on a dedicated production line for its IRON humanoid in Guangzhou, marking a significant shift from viral demonstrations to industrial-scale manufacturing. The company reports that over 80% of the assembly processes on this line are automated. The IRON unit features 76 degrees of freedom, including 21 in each hand, and is powered by three of XPeng's proprietary Turing AI chips, delivering up to 2,250 TOPS. This move follows a successful $900M funding round that valued the robotics arm at over $6.3B. XPeng is leveraging its existing automotive supply chain, manufacturing expertise, and in-house chip technology to accelerate production. The company targets mass production by the end of 2026, with initial deployments planned for its own stores and campuses before commercial deliveries commence in 2027.
Figure secures $3.5B compute deal with Nscale
Figure has announced a strategic partnership with UK-based neocloud provider Nscale to significantly scale the training of its Helix humanoid AI brain. The deal involves an initial compute commitment of $3.5B, with an intent to scale beyond $6B, and includes Nscale taking an equity stake in Figure. The partnership will provide Figure with access to up to 100,000 Nvidia Vera Rubin GPUs, with the first chips expected to go live in Texas in the second half of 2027. This agreement addresses the critical compute and data gaps Figure has faced in its mission to develop humanoids capable of working in factories and homes. For Nscale, this represents a pivot toward supporting humanoid AI, moving beyond its previous focus on LLM efforts with major tech companies. The success of this initiative remains contingent on whether physical intelligence can scale effectively, a hypothesis that Figure is now heavily capitalized to test.
Bedrock Robotics deploys autonomous excavators
Bedrock Robotics has successfully deployed its first fully autonomous excavators on live construction sites in Texas and Nevada. The company reports that these operator-free machines are achieving near human-level productivity, handling tasks such as rough earthmoving for a water treatment plant and a large-scale sitework project. The system is designed to automatically halt operations if a person enters the work zone, resuming only when the area is clear. Bedrock is targeting the significant labor shortage in the construction industry, where the average age of workers is rising and the training time for excavator operators is extensive. While the company offers its AI system as a bolt-on kit for existing machinery, the units currently in operation are new equipment outfitted by Bedrock. The company's ability to maintain reliability across diverse job sites will be the key metric for its future growth.
iRobot unveils Roomba Duo prototype
At IFA 2026, iRobot introduced the Roomba Duo, a novel floor-care prototype that combines a steam-mopping main unit with a mechanical arm that deploys a slim companion robot. The main unit is designed to handle open floor spaces, while the companion robot, which is a modified Roomba Plus 575, is lowered into tight gaps under furniture that the larger unit cannot reach. Both robots operate on a shared home map, coordinating their cleaning missions in real time. The main unit features a 2.4-inch roller applying 10 pounds of force for scrubbing, complemented by hot-air drying to protect wood floors. While this prototype signals a potential comeback for iRobot following its acquisition by Shenzhen Picea Robotics, the company has not yet announced pricing or a shipping date, leaving it to compete against established rivals like Roborock and Dreame.
Dynamic Creatures launches with AI-powered characters
Founded by former Boston Dynamics executives Marc Theermann and Farbod Farshidian, Dynamic Creatures has emerged from stealth with a focus on mobile, AI-powered robot characters for entertainment venues. The startup's core technology, 'SnowJay,' is an operating layer that integrates perception, behavioral programming, and character design. The company has already developed prototypes like 'Danielle the poodle' and 'Hugo,' a Tyrolean mountain troll. Dynamic Creatures is positioning itself as an entertainment and hospitality partner, currently working with a large theme park and a major retailer. By utilizing existing hardware platforms like Spot, the company is focusing its efforts on natural movement and guest interaction rather than hardware development. The startup aims to provide IP holders with robot characters that can roam and interact with visitors, similar to existing droids in theme parks.