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Topic

Physical AI and Humanoid Robotics

An emerging field combining AI models with robotic hardware to create machines—often humanoid or bipedal—that perceive and act in physical environments.

Current stories

investConfirmed3 publishers

LG CNS and KDDI begin scoping AI projects in five Asia-Pacific markets

LG CNS and KDDI signed an MOU pairing two LG AI platforms with KDDI's 19 Asia-Pacific sites in 15 countries. The companies did not disclose a budget or revenue target, so what exists is an agreement to look for projects.

Perspective Coverage

3 publishers
Builder
Builder 37%
Operator
Operator 35%
Investor
Investor 28%

Reality

Evidence50
Adoption
Not scored
Hype gap+20
Incentives
Not scored
Confidence65
investOne report1 publisher

Memory fabs take 59% of South Korea's 1,350 trillion won AI and chip plan

Samsung and SK Hynix are committing about $518 billion to new Gwangju memory fabs, the largest line in South Korea's roughly $900 billion decade plan. Company balance sheets supply much of that capital, so the two chipmakers will set how fast the new supply actually arrives.

Reality

Evidence35
Adoption
Not scored
Hype gap+25
Incentives55
Confidence40
investOne report1 publisher

KAIST sorts a user's unspoken correction into two signals a robot can act on

The neural value alignment work with Microsoft Research Asia decodes brain waves to tell an agent whether its goal or its method was wrong. The speed claim comes from simulations.

Publishers:en.sedaily.com

Reality

Evidence34
Adoption
Not scored
Hype gap+33
Incentives62
Confidence41
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
productOne report1 publisher

A $90M seed says robotics' scarce input is now the environment, not the robot

Veeda AI raised $90 million three months after being founded, co-led by Khosla Ventures and Radical Ventures. The pitch: simulated reality is the infrastructure layer robotics is missing.

Publishers:siliconangle.com

Reality

Evidence38
Adoption
Not scored
Hype gap+52
Incentives74
Confidence44
investOne report1 publisher

SK hynix just published the price of chip talent: 144 million won for half a year

Average first-half pay at SK hynix rose 23% to 144 million won across 36,042 people. Every hardware employer in Korea now recruits against a number it did not choose.

Publishers:en.sedaily.com

Reality

Evidence58
Adoption27
Hype gap+24
Incentives55
Confidence44