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Figure vs Tesla Optimus

Vertically-integrated humanoid programs at scale. Figure's BotQ line and Helix policy vs Tesla's Optimus pilot. Deploy's coverage of both.

9 Deploy signals · Figure AI · Tesla (Optimus) · full structured comparison ↗

Where both come up

Deploy signals mentioning both Figure AI and Tesla (Optimus).

Launches

Figure ramps up humanoid robot manufacturing at unprecedented speed

Source: Robotics & Automation News

Figure AI says its BotQ facility has scaled Figure 03 production from one unit per day to one unit per hour in under 120 days, with more than 350 third-generation robots and over 9,000 actuators across 10+ SKUs built to date. The company reports a 99.3% first-pass yield on its battery line and over 80% first-pass yield on full robots, supported by 150+ networked workstations, 50+ in-process inspection points, and 80+ end-of-line tests.

Just Figure AI

Economics

This AI startup will clean your home for free to train future robots

Source: The Verge

Shift, an AI training data startup, is offering free home cleanings in New York in exchange for first-person camera footage captured by a camera-equipped hat worn by the cleaner, with the data used to train household robots. The company says expansions to San Francisco, London, Zurich, and Munich are coming "very soon," and that it already pays tens of thousands of people across 15 countries to record activities through its app.

Launches

Figure partners with Catalyst Brands to deploy humanoid robots in logistics operations

Source: Robotics & Automation News

Figure signed a commercial agreement with Catalyst Brands to deploy humanoid robots across the retailer's distribution network, starting at a distribution center in Reno, Nevada. Catalyst Brands is the holding company for JCPenney, Aéropostale, and Brooks Brothers.

Deals

Hark Raises $700M at $6B Valuation for Figure Founder's AI Hardware Venture

Source: TechCrunch

Brett Adcock's AI hardware startup Hark raised over $700 million in a Series A round valuing the company at $6 billion. Hark is building a vertically integrated family of AI hardware devices with co-developed models and interfaces; notably, Hark's models are already being trained on Adcock's Figure AI robots, creating a cross-company embodied-AI data loop.

Just Tesla (Optimus)

Policy

Waymo dominates autonomous vehicle registrations as Tesla trails behind

Source: Transportation & Auto News | TechCrunch

A new Texas DMV registry, launched alongside a state law that took effect May 28 requiring AV operators to disclose fleet and safety data, shows Waymo with 577 registered autonomous vehicles in Texas, followed by Avride at 317, Nuro at 47, and Tesla at 42. On the trucking side, Aurora has 91 self-driving trucks registered, Gatik 64, Kodiak 33, and Waabi 13.

Mapping

Tesla’s own AI trainers don’t trust ‘Full Self-Driving’ or its safety stats, Reuters finds

Source: Electrek

A Reuters investigation based on interviews with nine former Tesla data labelers, a former self-driving engineer, and 11 traffic-safety researchers found that Tesla's "10x safer than human" FSD safety claim relied on comparing Tesla airbag-deployment crashes to federal tow-away crash data, a mismatch a University of Michigan researcher recalculated to roughly 3x when normalized. The report also documents that Tesla extensively pre-mapped its Austin robotaxi zone and the Warner Bros. Cybercab demo route, doubling its Utah labeling staff to about 300 ahead of the June 2025 Austin launch, which still operates around 20 unsupervised vehicles.

China

China’s BYD aims for zero accidents with ‘God’s Eye’, vows crash cost coverage

Source: Tech - South China Morning Post

BYD chairman Wang Chuanfu announced at a Shenzhen press conference that the company's "God's Eye" advanced driver-assistance system will be priced at 12,000 yuan (US$1,770) and that BYD will cover any costs from traffic accidents that occur while the hands-off system is activated. Wang did not give a commercialization timetable; he also said BYD has built more than 6,100 flash-charging stations.

Economics

Tesla ‘Robotaxi’ fleet is actually shrinking, not growing, new data shows

Source: Electrek

Tesla's unsupervised Robotaxi fleet has dropped to 20 active vehicles (14 in Austin, 3 in Dallas, 3 in Houston) from 25 cumulative in late April, according to Robotaxi Tracker data. The total Tesla ride-hailing fleet including supervised Bay Area FSD vehicles has fallen to 34 active units, down from 165 in April, with Bay Area operations collapsing from 107 to 9 vehicles.

Launches

Waymo halts freeway rides after robotaxis struggle in construction zones

Source: Transportation & Auto News | TechCrunch

The service suspension comes as Waymo has also paused operations in Atlanta and San Antonio after its robotaxis drove into flooded streets.

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