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Topic

Physical AI

Physical AI refers to AI systems built to perceive, reason about, and act in the physical world, powering robotics and embodied agents via foundation models.

Current stories

product4 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
product5 publishers

Micron expects much tighter memory supply in 2027 and 2028

Micron's latest guidance says memory and storage supply will be much tighter in 2027 and 2028 than in 2026. Teams buying hardware for those years should plan without relief, since the company says it cannot see when supply and demand will balance again.

Perspective Coverage

5 publishers
Builder
Builder 24%
Operator
Operator 41%
Investor
Investor 35%

Reality

Evidence72
Adoption75
Hype gap+15
Incentives70
Confidence70
build7 publishers

AMD agrees to buy World Labs for $8.2 billion in stock to get a closer view of robotics AI workloads

AMD agreed to buy Fei-Fei Li's World Labs in an all-stock deal valued at about $8.2 billion. AMD says owning the 3D and simulation lab gives it a closer view of emerging AI workloads; outside teams benefit only if the resulting GPU optimizations ship.

Perspective Coverage

7 publishers
Builder
Builder 38%
Operator
Operator 19%
Investor
Investor 43%

Reality

Evidence62
Adoption20
Hype gap+40
Incentives72
Confidence64
invest14 publishers

AMD pays $8.2 billion in stock to have Fei-Fei Li's lab shape its chip roadmap

AMD is paying $8.2 billion in stock for Fei-Fei Li's World Labs, 64% above the startup's last reported valuation, with no revenue disclosed. AMD says Li's team will help shape its future chip roadmaps, a forecast it is buying with shares worth under 1% of its own market value.

Perspective Coverage

15 publishers
Builder
Builder 30%
Operator
Operator 25%
Investor
Investor 45%

Reality

Evidence70
Adoption18
Hype gap+35
Incentives60
Confidence65
leadership4 publishers

AMD buys Fei-Fei Li's World Labs for $8.2 billion to see where AI workloads go before designing chips

AMD agreed to buy Fei-Fei Li's World Labs for about $8.2 billion in stock, more than $100 million for each of its roughly 70 employees. The chipmaker is paying for an early look at one lab's AI workloads, and its own shareholders absorb the dilution.

Publishers:businessinsider.comimplicator.aiitpro.comnewsroom.amd.com

Perspective Coverage

4 publishers
Builder
Builder 30%
Operator
Operator 28%
Investor
Investor 42%

Reality

Evidence60
Adoption20
Hype gap+40
Incentives70
Confidence65
product4 publishers

SiMa.ai raises $150 million to scale the developer tool it pitches against Nvidia's CUDA

SiMa.ai raised $150 million at a $1.45 billion valuation to scale its development environment and build its next embedded chip. For device makers on Nvidia's Jetson boards, the case turns on whether that software ports a model in the days or hours SiMa.ai claims.

Perspective Coverage

4 publishers
Builder
Builder 33%
Operator
Operator 20%
Investor
Investor 47%

Reality

Evidence58
Adoption30
Hype gap+40
Incentives65
Confidence60
invest4 publishers

SiMa.ai raises $150M at a $1.45bn valuation with Fidelity and Michigan backing edge silicon

SiMa.ai closed an oversubscribed $150M Series C co-led by Fidelity and Amplify at a $1.45bn post-money valuation, with J.P. Morgan and the State of Michigan among new backers. The round bets on chips that run AI on devices rather than in data centres.

Publishers:cryptobriefing.comentrackr.compulse2.comthehindu.com

Perspective Coverage

4 publishers
Builder
Builder 29%
Operator
Operator 20%
Investor
Investor 51%

Reality

Evidence50
Adoption35
Hype gap+45
Incentives70
Confidence60
build4 publishers

Anthropic's MHS preview keeps the per-instrument integration work inside the lab

The pilots at Genentech, Janelia and QuEra are the test of whether one agent interface can retire per-device drivers. Its best number, 99.3% autonomous laser relock, comes from the easiest failure mode in the set.

Perspective Coverage

4 publishers
Builder
Builder 41%
Operator
Operator 38%
Investor
Investor 21%

Reality

Evidence45
Adoption18
Hype gap+25
Incentives65
Confidence55
product3 publishers

Paladin leads $18 million into Treble's simulated rooms for testing voice AI

Treble's Series A extension pays for physics-simulated acoustics that model makers and device teams can use as an alternative to scraped recordings. Paladin Capital Group is betting the test layer becomes shared infrastructure.

Perspective Coverage

3 publishers
Builder
Builder 44%
Operator
Operator 28%
Investor
Investor 28%

Reality

Evidence60
Adoption40
Hype gap+20
Incentives70
Confidence65

Earlier coverage

  1. MJWarp scales one SO-101 arm to 2,048 worlds by changing what the thread index means

    Build · September 23, 2026 · 1 publisher

  2. Cognex adds $106.5 million in retention pay to its $500 million RealSense purchase

    Invest · September 22, 2026 · 1 publisher

  3. Cognex adds a $106 million employee package to its $500 million cash price for RealSense

    Invest · September 22, 2026 · 2 publishers

  4. Koo takes five LG executives to Redmond to pitch Microsoft cooling and prefab data centers

    Invest · September 21, 2026 · 1 publisher

  5. Vention's four-month bin-picking demo needed a further year of engineering for one factory cell

    Build · September 21, 2026 · 1 publisher

  6. Wandercraft routes its self-balancing exoskeleton through Medicare's custom-orthosis code

    Product · September 21, 2026 · 1 publisher

  7. Mirae Asset's new ETF pre-commits to buying humanoid robot IPOs at the next day's close

    Invest · September 20, 2026 · 1 publisher

  8. Vantora hands industrial partners an option to buy the startup built on their own data

    Build · September 19, 2026 · 1 publisher

  9. Vantora gives corporate partners the option to absorb the startups it builds for them

    Product · September 18, 2026 · 1 publisher

  10. OpenAI expands robotics hiring, with one engineer role paying up to $500,000

    Leadership · September 18, 2026 · 1 publisher

  11. An Airbus SVP would split the robot stack into three models under independent safety controls

    Leadership · September 17, 2026 · 1 publisher

  12. Exein raises $270M on embedded security already running on more than two billion devices

    Product · September 15, 2026 · 1 publisher

  13. Capital region absorbed 88.3% of Korea's agentic-AI job growth last year

    Invest · September 14, 2026 · 1 publisher

  14. Robot suppliers tell an Ulsan forum that plants allow testing and ban filming

    Invest · September 12, 2026 · 1 publisher

  15. Samsung SDS builds its factory robot business on ten outside specialists

    Invest · September 11, 2026 · 1 publisher

  16. Motive swaps its NYSE listing for $1.3bn from General Catalyst's Customer Value Fund

    Invest · September 11, 2026 · 1 publisher

  17. Antioch raises $32m to put a robotics team's own sensors inside a calibrated simulator

    Product · September 10, 2026 · 1 publisher

  18. CoreWeave hires aerospace and automotive engineers to work alongside customers' teams on AI projects

    Product · September 10, 2026 · 1 publisher

  19. Antioch raises $32m Series A, with Amazon's Ring among simulation customers

    Invest · September 10, 2026 · 2 publishers

  20. Samsung SDS will orchestrate other people's robots across 1,000 of its own worksites

    Invest · September 8, 2026 · 1 publisher

  21. XPeng points its first IRON humanoids at its own stores and campuses

    Product · September 8, 2026 · 1 publisher

  22. NEURA hands the 4NE1 humanoid's compute modules to a Tuscan board maker running Qualcomm silicon

    Product · September 7, 2026 · 1 publisher

  23. XTEND ships first AtlasROVER ground robot running its hardware-agnostic XOS platform

    Product · September 7, 2026 · 1 publisher

  24. Samsung puts the humanoid body and its AI brain under one CTO

    Invest · September 7, 2026 · 1 publisher

  25. Dell Technologies Capital co-leads $41m into a drone operating system with 500,000 flight hours behind it

    Invest · September 2, 2026 · 1 publisher

  26. Perceptron bets open weights and cheap video against a robot fleet it cannot afford

    Build · August 26, 2026 · 2 publishers

  27. Unitree's Post-IPO Halving Exposes Physical AI's Missing Software

    Product · August 26, 2026 · 1 publisher

  28. NEURA's second acquisition in eleven days buys installed bases, then swaps the brains

    Product · August 25, 2026 · 1 publisher

  29. XPENG's robotics unit banked $900M against a December deadline it set itself

    Product · August 24, 2026 · 1 publisher

  30. Instacart's real bet is not delivery. It is owning the grocery aisle's missing data

    Leadership · August 21, 2026 · 1 publisher

  31. A $1,688 home humanoid ships this fall. Read the payload spec, not the price tag.

    Product · August 20, 2026 · 1 publisher

  32. A 629% pop just repriced every humanoid robot pitch you will hear this year

    Leadership · August 19, 2026 · 2 publishers

  33. SoftBank's $200M Buys A Retrofit Kit, Not A New Excavator

    Invest · August 18, 2026 · 1 publisher

  34. LG and Nvidia put a number on physical AI: 100,000 hours of robot data in one year

    Invest · August 17, 2026 · 1 publisher

  35. SoftBank puts $200M behind a box on the roof, not a new excavator

    Product · August 17, 2026 · 2 publishers

  36. LG's humanoid is a 2027 promise; the Tennessee wheeled robot is the 2026 fact

    Product · August 15, 2026 · 2 publishers

  37. LG's wheels ship in 2026, its legs get a launch event in 2027

    Invest · August 14, 2026 · 1 publisher