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Data centre power supply

Storage and grid solutions targeted at energy-intensive data centre loads.

Current stories

invest7 publishers

Samsung affiliates to invest $1 billion in KKR's Helix AI infrastructure venture

Six Samsung affiliates will put $1 billion into Helix, KKR's AI data center and power company. Four of the five business lines Samsung tied to the deal are data center construction, operations, cooling and backup power, so the stake is also a bid for Helix's orders.

Perspective Coverage

7 publishers
Builder
Builder 16%
Operator
Operator 33%
Investor
Investor 51%

Reality

Evidence70
Adoption
Insufficient
Hype gap+20
Incentives80
Confidence68
product3 publishers

Anthropic's $518 billion compute pledge swaps demand risk for counterparty risk at four suppliers

Anthropic has committed at least $518 billion to compute over a decade, about 80% of it non-cancelable, Reuters reported from its IPO prospectus. Most of that sits with Google, Amazon, Microsoft and Broadcom, whose risk is now whether one customer can keep paying into the 2030s.

Publishers:economictimes.indiatimes.comtechtarget.comwmbdradio.com

Perspective Coverage

3 publishers
Builder
Builder 10%
Operator
Operator 35%
Investor
Investor 55%

Reality

Evidence62
Adoption45
Hype gap+15
Incentives70
Confidence60
leadership4 publishers

Samsung spreads a $1 billion founding stake in Helix across six affiliates

Samsung Group is committing $1 billion from six affiliates to Helix, the AI infrastructure firm led by former AWS chief Adam Selipsky. Anyone who later contracts with Helix will deal with a builder whose owners also supply its power and technology.

Publishers:economictimes.indiatimes.comen.yna.co.krimplicator.aikoreatimes.co.krtheedgemalaysia.com

Perspective Coverage

5 publishers
Builder
Builder 16%
Operator
Operator 35%
Investor
Investor 49%

Reality

Evidence68
Adoption
Insufficient
Hype gap+20
Incentives72
Confidence65
invest12 publishers

Oracle's force majeure notice on Jupiter tests who pays when AI campuses run late

Oracle issued a force majeure notice on Blue Owl's Jupiter campus, whose reported $18bn of bank loans already trade below 90 cents on the dollar. Lenders who priced Oracle's credit now also have to price who pays when the power arrives late.

Perspective Coverage

12 publishers
Builder
Builder 4%
Operator
Operator 22%
Investor
Investor 74%

Reality

Evidence60
Adoption20
Hype gap+25
Incentives65
Confidence55
product4 publishers

Nvidia supplies nearly a third of Nscale's $3.36 billion pre-IPO round

Nvidia is putting $1 billion into Nscale's $3.36 billion pre-IPO round, funding a customer still building most of its capacity. Buyers signing multi-year capacity deals should check how that build-out is paid for before they check the price.

Perspective Coverage

4 publishers
Builder
Builder 19%
Operator
Operator 35%
Investor
Investor 46%

Reality

Evidence66
Adoption22
Hype gap+38
Incentives72
Confidence60
invest2 publishers

Columbia economist sets a $3.7 trillion annual revenue bar for the $10.3 trillion US AI buildout

Columbia's Stijn Van Nieuwerburgh estimates the US AI build at $10.3 trillion through 2032, needing $3.7 trillion a year in revenue to pay off. The bar is 37 times the roughly $100 billion OpenAI and Anthropic book today, a gap the model gives about seven years to close.

Reality

Evidence55
Adoption
Insufficient
Hype gap+15
Incentives
Insufficient
Confidence50
invest11 publishers

NVIDIA lines up six asset managers behind $500B to make GPUs a financeable asset

Memorandums with Apollo, BlackRock, Blackstone, Brookfield, Goldman and KKR carry no terms or timetable, and NVIDIA has reserved an option to backstop up to $125 billion of the deals.

Publishers:cnbc.comcryptobriefing.comcryptopolitan.comen.sedaily.comfinance.yahoo.comfortune.comheise.deinvestor.nvidia.compivotnews.aiscmp.comsemafor.com

Perspective Coverage

11 publishers
Builder
Builder 11%
Operator
Operator 30%
Investor
Investor 59%

Reality

Evidence62
Adoption25
Hype gap+40
Incentives82
Confidence60
invest7 publishers

OpenAI's first chip beat merchant silicon in 16 months. The moat was never the fab

Jalapeno's lead is measured against last generation and the volumes are tiny, but a first-pass ASIC clearing Nvidia, AMD and Google parts reprices the design barrier, not the supply chain.

Perspective Coverage

7 publishers
Builder
Builder 30%
Operator
Operator 24%
Investor
Investor 46%

Reality

Evidence50
Adoption8
Hype gap+40
Incentives65
Confidence55

Earlier coverage

  1. Rune parks a megawatt of inference at a Texas solar farm to soak up curtailed power

    Product · September 16, 2026 · 1 publisher

  2. CoinShares prices AI compute at three times bitcoin mining on the same megawatt

    Product · September 16, 2026 · 1 publisher

  3. SpaceXAI's 3.3 GWh Memphis figure beats the US battery record by 13 megawatt-hours

    Invest · September 15, 2026 · 1 publisher

  4. Planted raises $31.8M for the solar layout that survived a county zoning board

    Product · September 15, 2026 · 1 publisher

  5. Modelled 10MW data center could save $120,000 per megawatt a year with HVDC architecture

    Product · September 13, 2026 · 1 publisher

  6. SK Chairman Chey Tae-won Warns AI Boom Could Deflate Like a Bubble Without Sustainable Profit Models

    Invest · September 13, 2026 · 1 publisher

  7. Nvidia sets out to arrange 42% of the AI buildout's external financing

    Invest · September 12, 2026 · 1 publisher

  8. DIMAAG and Toshiba aim to hold data center load swings under 1% at the grid

    Product · September 11, 2026 · 1 publisher

  9. Figure sizes its humanoid training run at up to 1,389 Vera Rubin racks

    Build · September 3, 2026 · 1 publisher

  10. a16z puts $1.1bn into the hardware its software portfolio is waiting on

    Product · August 28, 2026 · 3 publishers

  11. Qnetic's flywheel enters EPRI's deRISKED programme, with SMUD paying for the scrutiny

    Product · August 19, 2026 · 1 publisher