buildOne report1 publisher Google's Gemini 4 Argon turns one table photo into 4,500 robot training episodes
Google says Gemini 4 Argon turned one photo into more than 4,500 training episodes that raised a real robot's success rate from 56 to 75 percent. The Decoder reports the demos still need detailed human prompting, and access is through paid developer programs.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+35
- Incentives
- Not scored
- Confidence50
Boston Dynamics says an Atlas prototype now takes about a day to build
Boston Dynamics says its prototype team can build an Atlas humanoid in about a day and is aiming for about an hour next year. Interesting Engineering says the figures describe the prototype shop and set no production rate or delivery date.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+10
- Incentives60
- Confidence50
Hyundai Motor holds seventh place on the KOSPI by 7 trillion won after a 58% fall from June
Hyundai Motor's market value has fallen about 89.8 trillion won since June 1 as the share price lost 58.2%, en.sedaily.com reported. Seventh place on the KOSPI now rests on a lead of about 7.4 trillion won over KB Financial.
Reality
- Evidence70
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives
- Not scored
- Confidence65
DeepMind shows Gemini 4 Argon planning Spot's trash-bin task through a named skill
DeepMind reports that Gemini 4 Argon scores 87% on the ERQA embodied reasoning benchmark. Its Spot and robot-arm demos run through a named skill and a set of action primitives, so they test planning over a control stack that already exists.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+45
- Incentives70
- Confidence65
Atlas's four-finger hand has 13 degrees of freedom against the 22 in Tesla's five-finger Optimus
Boston Dynamics finalized a four-finger Atlas hand with 13 degrees of freedom, while Tesla's Optimus keeps five fingers and 22. The nine-degree gap is where Optimus's extra actuators, assembly labor and rework sit, according to the Korea Herald's sources.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives
- Not scored
- Confidence50
buildConfirmed12 publishers Boston Dynamics made former Amazon AI chief Rohit Prasad CEO from October 7, with Atlas deployments at Hyundai and Google DeepMind scheduled for 2026. His record is in shipping AI software to households, while the job he takes on is getting a humanoid to work reliably through factory shifts.
Perspective Coverage
14 publishers
- Builder
- Builder 25%
- Operator
- Operator 38%
- Investor
- Investor 37%
Reality
- Evidence70
- Adoption25
- Hype gap+35
- Incentives65
- Confidence70
AGILINK's OmniHand 3 Ultra splits silk into 16 strands in an embroidery demo
AGILINK's OmniHand 3 Ultra split a silk thread into 16 strands, threaded a needle and made its first stitches in a company video of Suzhou embroidery. Silk slips under small changes in force, so it is a hard test of touch-guided control, and so far the only evidence comes from AGILINK's own video.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+25
- Incentives70
- Confidence35
Minerva Humanoids raised about $10M for Roger, a humanoid that bomb-disposal and energy specialists steer through VR while software keeps it upright. Paid pilots this fall will show whether crews pay for remote hands before autonomy.
Reality
- Evidence35
- Adoption10
- Hype gap+25
- Incentives70
- Confidence60
FieldAI is raising $700 million at a $10 billion valuation, five times last year's mark, Business Insider reported. The pitch is robots that cross changing sites like construction without a pre-built map, and so far only FieldAI has stated the setup savings.
Perspective Coverage
4 publishers
- Builder
- Builder 23%
- Operator
- Operator 20%
- Investor
- Investor 57%
Reality
- Evidence45
- Adoption35
- Hype gap+45
- Incentives55
- Confidence55
Boston Dynamics gave Atlas a four-finger hand with 13 degrees of freedom, judging a pinky not worth three more actuators. Manufacturability and simulation training shaped it as much as dexterity, and buyers can test that choice against their own task lists.
Perspective Coverage
3 publishers
- Builder
- Builder 45%
- Operator
- Operator 37%
- Investor
- Investor 18%
Reality
- Evidence60
- Adoption12
- Hype gap+15
- Incentives60
- Confidence62
Shares in the Chinese robot maker opened at roughly 7.3 times their offer price on Shanghai's Star Market. The number to plan against is not the valuation but the $2,700 robot dog.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+30
- Incentives55
- Confidence58
The sprint number came from a company video of a three-month-old prototype. The listing is the durable fact: the first general-purpose robotics company on mainland China's market.
Perspective Coverage
3 publishers
- Builder
- Builder 43%
- Operator
- Operator 27%
- Investor
- Investor 30%
Reality
- Evidence45
- Adoption30
- Hype gap+55
- Incentives75
- Confidence60
Generalist AI's arms improvised through a missing tool and a bad grip in front of a reporter. Improvisation is the right test; the account still carries no success rate, price or customer.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+35
- Incentives60
- Confidence55
Generalist adds a billion dollars of valuation in six weeks on one model release
A $200M extension prices the robot foundation model startup at $3B, led by an investor already on the cap table. The field evidence is a company claim about three-second demos.
Reality
- Evidence35
- Adoption10
- Hype gap+45
- Incentives65
- Confidence40
Figure commits $3.5bn of compute to a humanoid market that shipped 19,100 units
Figure's software finished 56% of chores in 30 unfamiliar homes, Boston Dynamics began training Atlas inside a Hyundai plant, and Unitree priced a 22-joint hand at $6,500.
Reality
- Evidence34
- Adoption42
- Hype gap+38
- Incentives72
- Confidence44
Mirae Asset's new ETF pre-commits to buying humanoid robot IPOs at the next day's close
Mirae Asset lists the TIGER physical AI ETF on the Korea Exchange on the 22nd with 25% fixed to Hyundai Motor and 25% to LG Electronics, plus a standing rule to buy humanoid robot issuers at the close of the day after they list.
Reality
- Evidence45
- Adoption15
- Hype gap+35
- Incentives80
- Confidence52
Viabot's sweeper swaps its own batteries to stay out 24 hours on sensors that flag loitering
Viabot's $24m Series A funds a sweeper whose route-planning cameras and lidar also identify loitering, with staff pulled in only when the machine notifies them. Deployments include retailers, universities and healthcare sites.
Reality
- Evidence52
- Adoption38
- Hype gap+24
- Incentives66
- Confidence60
Viabot's cleaning robot also uses its sensors to detect loitering and trespassing
Viabot's $24m Series A funds an outdoor sweeper whose navigation sensors are also sold as "soft security" that flags loitering for human monitors. The litter case behind the pitch runs on a 2020 count and a 2009 cost figure.
Reality
- Evidence55
- Adoption35
- Hype gap+45
- Incentives72
- Confidence58
Pushing Boston Dynamics past 2027 adds 1.6 trillion won of losses at last year's rate
Hyundai has ruled out a 2027 listing for Boston Dynamics, whose 528.4 billion won loss last year was about a third of its five-year total, and Meritz Securities now expects a debut in 2029 or 2030.
Reality
- Evidence52
- Adoption22
- Hype gap+55
- Incentives72
- Confidence48
Figure's robot averaged three parts per vehicle over 1,250 hours on a BMW line
The one humanoid deployment with published duty numbers did a single station's worth of work, while Chinese makers supplied more than four in five installations worldwide in 2025. Both facts shape a pilot decision.
Reality
- Evidence30
- Adoption38
- Hype gap+45
- Incentives
- Not scored
- Confidence42