The venue says more than the memorandum did. Humanoid margins get decided at the motion-data layer, and that is where the two companies are meeting.
Reality
- Evidence55
- Adoption15
- Hype gap+30
- Incentives60
- Confidence55
Skild says a single video demonstration teaches its S1 model an unseen ten-minute task with no weight updates. The accuracy figure published alongside that work is 66 percent per manipulation step.
Reality
- Evidence35
- Adoption40
- Hype gap+40
- Incentives80
- Confidence60
The pitch is a software-style test loop for machines: model a customer's own hardware and sensors, calibrate against real runs, then try thousands of scenarios before booking rig time. Ring says the match held on scenarios it withheld.
Reality
- Evidence38
- Adoption30
- Hype gap+28
- Incentives78
- Confidence58
Two million Blackwell Ultra and Rubin parts, booked five months after a one million commitment. Custom silicon did not substitute for Nvidia; it added to the bill.
Reality
- Evidence58
- Adoption62
- Hype gap+22
- Incentives78
- Confidence60
The "AI for nuclear" toolkit aims to cut permitting time by over 90%. The unresolved question is whether any regulator will accept simulation output as licensing evidence.
Reality
- Evidence20
- Adoption26
- Hype gap+47
- Incentives84
- Confidence32
LG Electronics says it will train on 100,000 hours of robot data inside the year at its Seoul DataFactory. The target turns a chairman-level MOU into a fleet purchase and a floor plan.
Reality
- Evidence30
- Adoption20
- Hype gap+40
- Incentives78
- Confidence40