Hark, the startup run by Figure AI's Brett Adcock, launched Hark Pro free on web, iOS and Android, with $20 and $100 monthly plans for 2x and 10x usage. The paid plans buy more use of an agent that works in the background, so buying one depends on which errands it handles better than a person would.
Perspective Coverage
6 publishers
- Builder
- Builder 28%
- Operator
- Operator 38%
- Investor
- Investor 34%
Reality
- Evidence60
- Adoption
- Not scored
- Hype gap+35
- Incentives70
- Confidence58
buildConfirmed3 publishers Brett Adcock says Hark launches this week and gives its first 100,000 sign-ups the paid plan free. What each user connects at sign-up decides how far one agent reaches into their inbox, calendar and payment accounts.
Perspective Coverage
3 publishers
- Builder
- Builder 50%
- Operator
- Operator 28%
- Investor
- Investor 22%
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+30
- Incentives65
- Confidence50
Nscale's IPO filing counts $103.4 billion in active and contracted AI compute deals, with only about $2.6 billion of it active. Teams renting GPUs from smaller clouds should check whether their capacity is running yet and how the provider will pay to build the rest.
Reality
- Evidence55
- Adoption25
- Hype gap+40
- Incentives75
- Confidence60
Figure melted its retired Figure 02 humanoids in a Finnish steel furnace to protect its actuator designs, after US and Mexican foundries turned them away. Teams shipping proprietary hardware with batteries inside now have reason to plan disposal before launch.
Perspective Coverage
5 publishers
- Builder
- Builder 38%
- Operator
- Operator 39%
- Investor
- Investor 23%
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+25
- Incentives70
- Confidence60
buildOne report1 publisher Adcock previews Figure's F.04 hands as a bet on mechanical complexity
Figure CEO Brett Adcock previewed the F.04 humanoid's hands on October 3, arguing that capable manipulation may require more mechanical complexity. For now the post sets a design direction, and outsiders can test it only after Figure publishes specs and repeatable task results.
Reality
- Evidence30
- Adoption10
- Hype gap+20
- Incentives70
- Confidence40
Shanghai has valued a small but profitable robot maker above Figure AI, Baidu and JD.com. The multiple, not the machines, is the number to check.
Perspective Coverage
9 publishers
- Builder
- Builder 18%
- Operator
- Operator 29%
- Investor
- Investor 53%
Reality
- Evidence62
- Adoption35
- Hype gap+55
- Incentives58
- Confidence60
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
Nscale takes a $44.6bn Anthropic contract into its IPO with 25,000 GPUs deployed
The builder's filing shows $140.6m of first-half revenue against a $1.02bn net loss, 25,000 GPUs deployed and another 461,000 booked as active and contracted. Its Anthropic deal is about three times its March valuation.
Reality
- Evidence60
- Adoption28
- Hype gap+30
- Incentives78
- Confidence55
OpenAI expands robotics hiring, with one engineer role paying up to $500,000
OpenAI has more than doubled its robotics listings since May and is hiring people to design joints, run test labs and handle the legal work. The published pay is the part rival recruiters will notice.
Reality
- Evidence66
- Adoption12
- Hype gap+10
- Incentives68
- Confidence62
Agility Robotics carries a going-concern warning into its $2.5 billion SPAC
The company says its Digit 5 humanoid can work safely beside people, holds more than $300 million of multiyear orders, and does not expect general availability until the end of 2027. It plans to list at $2.5 billion.
Reality
- Evidence58
- Adoption38
- Hype gap+38
- Incentives84
- Confidence56
buildOne report1 publisher 46 investors put $65.4M into Persona AI inside a 17-day selling window
A Form D records securities sold as of its filing date. Persona AI's puts $65.36 million against a $141.96 million target, with $76.6 million still to sell and pre-production shipyard deliveries due at the end of 2026.
Reality
- Evidence62
- Adoption10
- Hype gap+12
- Incentives55
- Confidence55
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
JoyIn dates its alien-visitor framing three weeks before OpenAI's essay
JoyIn, a 20-person robotics team in Suzhou with Ant Group backing, says OpenAI distilled its research framing and copied its launch page. The startup is going to court over the two assets any rival could rebuild.
Reality
- Evidence42
- Adoption20
- Hype gap+40
- Incentives80
- Confidence45
Iren tells the SEC that two contracts carry a substantial majority of its contracted revenue
Iren reported $4bn of annual recurring revenue for FY2026 with $1bn of it actually operating, and its own filing says losing committed capacity at a significant customer could hit results and cash flows.
Reality
- Evidence66
- Adoption34
- Hype gap+30
- Incentives74
- Confidence62
SoftBank's $6bn move on 1X buys control at 40% below last year's ask
A majority stake at $6bn sits 40% under the valuation 1X was chasing a year ago, which says less about humanoid hype than about the gap between a price somebody pays and a price somebody wants.
Reality
- Evidence30
- Adoption14
- Hype gap+26
- Incentives62
- Confidence38
The AI premium on EquityZen's Top 20 is mostly a price on somebody else's mark
Morgan Stanley closed its purchase of the secondaries marketplace in January, and the private shares changing hands there increasingly sit behind lenders who get paid first.
Reality
- Evidence34
- Adoption44
- Hype gap+20
- Incentives78
- Confidence46
Aker's family venture fund opens its cap table: RunwayVC takes outside LPs for Fund II
The Oslo firm co-founded by Kjell Inge Rokke has a 40 million euro first close and Halliburton, Investinor and KLP among its new backers. Fund I produced 24 investments and two exits.
Reality
- Evidence42
- Adoption58
- Hype gap+22
- Incentives74
- Confidence46
buildConfirmed2 publishers Shanghai priced the first mainland humanoid listing at more than seven times its offer. The benchmark it sets was built on robot dogs sold to universities.
Reality
- Evidence64
- Adoption34
- Hype gap+52
- Incentives72
- Confidence66
The humanoid supply chain is already Chinese: 18,500 of 19,100 units in six months
Smart Analytics Global puts AgiBot and Unitree at about 75% of global humanoid shipments. That leaves roughly 600 units for everyone else, and Western buyers a sourcing decision before a capability one.
Reality
- Evidence28
- Adoption42
- Hype gap+32
- Incentives58
- Confidence32
buildOne report1 publisher The FCC closed the border on imported robots, so RoboStore is becoming a factory
Robo Inc. launched 13 days after covered foreign robots lost their path to equipment authorization. Long Island production is scheduled for January 2027.
Reality
- Evidence38
- Adoption24
- Hype gap+31
- Incentives68
- Confidence41