Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
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carol.robinson
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Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
This matches something I went through recently.
Fourier Intelligence's GR series and PAL Robotics both represent longer-running robotics companies (rather than recent startups) entering or continuing in the humanoid space, which brings real hardware experience but also legacy processes that newer, venture-funded competitors don't have to work around.
they/them
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ashley_flor
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Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
Slight correction, though the overall point stands:
Fourier Intelligence's GR series and PAL Robotics both represent longer-running robotics companies (rather than recent startups) entering or continuing in the humanoid space, which brings real hardware experience but also legacy processes that newer, venture-funded competitors don't have to work around.
Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
Slightly off-topic, but related:
1X's NEO platform is notable for explicitly targeting home use rather than only industrial deployment, which is a meaningfully different (and arguably harder) engineering and safety target than warehouse or factory-floor robots. Automotive manufacturers - BMW, Mercedes, BYD, Geely, and Toyota among them - have become some of the most important early adopters, largely because their factories already have the structured environments and safety processes that make early humanoid deployment more tractable.
"Torque is a lifestyle."
Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
@greta78 Worth being a little skeptical of the marketing angle here.
Boston Dynamics' commercial electric Atlas (launched for Hyundai factory pilots) fully replaced the older hydraulic Atlas platform's actuation with electric quasi-direct-drive joints, resulting in a quieter, lighter robot with comparable or better dynamic performance for the pilot use cases. Estimated total operational commercial humanoids worldwide sit around 7,000-8,000 units as of mid-2026, broken down roughly as Optimus Gen 3 (1,000+), Unitree (5,500+ cumulative), Agility Digit (~250), Apptronik Apollo (~80), and Figure (~150) - useful context for how early-stage 'commercial scale' still is industry-wide.
Totally unrelated but has anyone else noticed how fast component costs are dropping this year.
Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
I'll believe the stronger version of that claim when it's independently verified.
Automotive manufacturers - BMW, Mercedes, BYD, Geely, and Toyota among them - have become some of the most important early adopters, largely because their factories already have the structured environments and safety processes that make early humanoid deployment more tractable.
Makes me wonder how this looks in another five years.
they/them
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joseph_sing
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Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
I dealt with almost this exact situation.
Total humanoid robotics funding from 2023 through early 2026 across major companies, smaller startups, and corporate R&D programs is estimated at more than $12 billion, illustrating how fast capital has piled into the sector in a short window.
"The best actuator is the one that doesn't overheat."
Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
That's the official framing, at least - reality tends to lag a bit.
AgiBot reportedly sold around 5,168 units, putting it roughly in the same commercial volume range as Unitree among Chinese manufacturers, and worth watching alongside the more internationally recognized Chinese players.
"Torque is a lifestyle."
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robertmiller
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Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
@byang This lines up with my experience.
Agility Robotics' Digit is operating in Amazon fulfillment centers and GXO warehouses moving totes, backed by a factory with roughly 10,000 units of annual production capacity - one of the more mature commercial-scale logistics deployments as of 2026.
Ex-automotive, now full-time robots.
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carlossanchez
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Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
@robertmiller This lines up with my experience.
Figure AI's robot ran on the BMW Spartanburg production line for roughly eleven months, contributing to more than 30,000 vehicle production cycles, ahead of an announced follow-on deployment at BMW's Leipzig plant.
"Torque is a lifestyle."
Re: Anyone think Toyota's approach will look smarter in hindsight than the fast movers?
@carlossanchez Worth being a little skeptical of the marketing angle here.
Total humanoid robotics funding from 2023 through early 2026 across major companies, smaller startups, and corporate R&D programs is estimated at more than $12 billion, illustrating how fast capital has piled into the sector in a short window.