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Research lab

Physical Intelligence

AI lab building general-purpose foundation models for robot perception and control, aiming to give diverse robots broadly capable "brains."

Current stories

productOne report1 publisher

DeepSeek's Winverse deal puts a $400 million price on a robotics startup still in stealth

DeepSeek has agreed to lead a seed round that would value Winverse AI, a robotics-AI startup, at about $400 million, Bloomberg reported. The deal is not final, and DeepSeek's Unitree stake is firmer evidence of a move into robotics than a startup that has not disclosed product plans.

Perspective Coverage

4 publishers
Builder
Builder 31%
Operator
Operator 15%
Investor
Investor 54%

Reality

Evidence35
Adoption
Not scored
Hype gap+40
Incentives
Not scored
Confidence45
productConfirmed3 publishers

FieldAI's map-free robot software draws a $10 billion term sheet

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
investOne report1 publisher

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
investOne report1 publisher

Robot makers buy the inference before they sell the robot

Where a robot's inference runs decides what the machine costs to build. SemiAnalysis puts the industry's upfront compute bill in the trillions at a billion robots, paid by manufacturers on every unit before it does any work.

Reality

Evidence52
Adoption30
Hype gap+18
Incentives55
Confidence45
investOne report1 publisher

Agents climbed from 3% to 50% of the work created in Linear in four quarters

Linear's $99m tender at a $2.5bn mark prices existing shares rather than new capital, while the blog beneath it puts agent-created work at half the total, a composition figure Atlassian answers with a 4x quarter off an undisclosed base.

Publishers:saastr.com

Reality

Evidence58
Adoption68
Hype gap+20
Incentives78
Confidence55
investOne report1 publisher

General Intuition's reported $6B ask reprices physical AI in weeks, not quarters

Sources cited by TechCrunch say the 44-person lab is in talks at a $6 billion pre-money valuation, weeks after closing at $2.3 billion. That is a 2.6x step-up, and more than 3x pre-to-pre.

Reality

Evidence28
Adoption
Not scored
Hype gap+48
Incentives74
Confidence34
leadershipOne report1 publisher

Robotics won the funding argument. The expo hall shows it has not won the hardware one.

Actuate went from 250 attendees in 2024 to 1,500 this year and could have sold 2,000. Almost none of them brought a working robot, which tells you where the bottleneck sits.

Reality

Evidence55
Adoption45
Hype gap+30
Incentives70
Confidence52