Skip to content

Topic

Vision-language-action models

Robot-control AI models that turn camera images and language instructions directly into actions; examples include RT-2, OpenVLA, π0 and Figure's Helix.

Current stories

buildOne report1 publisher

GroundingPI's 5 ms box step is one of five stages in an 18.5 ms pipeline

GroundingPI reports 5 ms box output on one A100 and over 90% pick-and-place success at 30 Hz, according to a dev.to write-up. Public weights, ONNX export and a ROS bridge let a team check both numbers in its own control loop.

Publishers:dev.to

Reality

Evidence30
Adoption
Not scored
Hype gap+40
Incentives
Not scored
Confidence40
productOne report1 publisher

Destro raises $8 million to direct both the robots and the people on a cross-dock floor

Destro came out of stealth with an $8 million seed for software that tells both robots and dock workers what to do at Yusen Logistics. So far the case rests on that one customer, whose three-robot cross-dock pilot is growing into a 26-robot deployment.

Publishers:techcrunch.com

Reality

Evidence40
Adoption25
Hype gap+35
Incentives60
Confidence35
investOne report1 publisher

China's robot data centres are outrunning their buyers

Twenty-two provincial innovation centres opened within 14 months, and Wuhan alone logs 24,000 training entries a day. But Beijing's Shijingshan centre dropped its robot partner over weak data sales, so subsidy is still paying the bill.

Publishers:en.sedaily.com

Reality

Evidence45
Adoption55
Hype gap+20
Incentives70
Confidence45
investOne report1 publisher

Hyundai's promise to pass Tesla's data by 2033 rests on a 2028 launch date

Hyundai Motor Group told a media day in Seongnam that Level 2+ reaches mass production in the first half of 2028, and that it will pass competitors' accumulated driving data within five years of that start. About 40 cars collect its data now.

Publishers:en.sedaily.com

Reality

Evidence32
Adoption14
Hype gap+45
Incentives74
Confidence55
buildOne report1 publisher

Figure is buying its data moat by the minute, and it just published the price

Index pays crowd contributors for first-person household video. Figure's own figures put contributor spend near $3.75m a month, and they do not reconcile into an hourly wage.

Publishers:runtimewire.com

Reality

Evidence32
Adoption54
Hype gap+34
Incentives82
Confidence46