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Topic

AI Infrastructure

Software and hardware layers underpinning AI model execution, including compute orchestration platforms.

Current stories

invest2 publishers

ARK backs Cathie Wood's agent-spending thesis with $24.7 million of CoreWeave shares

ARK Invest bought about $24.7 million of CoreWeave shares days before Cathie Wood urged investors to track where AI agents spend money. For now ARK's money is on the compute agents consume, and the fight over which payment network they use is still being argued in papers and protocols.

Reality

Evidence45
Adoption
Insufficient
Hype gap+35
Incentives70
Confidence55
build4 publishers

Bull doubles its Angers rack output to 12 a month to build two supercomputers in parallel

Bull spent 80 million euros doubling its Angers factory's output from six supercomputer racks a month to 12. The larger line lets it build France's 94-rack Alice Recoque and Finland's LUMI-AI at once, something executives said the old factory could not do.

Perspective Coverage

5 publishers
Builder
Builder 29%
Operator
Operator 36%
Investor
Investor 35%

Reality

Evidence62
Adoption58
Hype gap+15
Incentives65
Confidence66
product6 publishers

Nvidia guided a year ahead for the first time, and its $690bn is now everyone's planning input

Nvidia put fiscal 2028 growth at roughly 70%, implying close to $690bn against $570bn consensus, and said about a quarter of that demand comes from AI labs it is financing.

Perspective Coverage

6 publishers
Builder
Builder 19%
Operator
Operator 32%
Investor
Investor 49%

Reality

Evidence70
Adoption80
Hype gap+20
Incentives72
Confidence65
build5 publishers

NVIDIA books $96.2bn at 75% margins and guides 74%: compute is not getting cheaper

Revenue of $96.2bn at a 75.0% gross margin, with 74.0% guided for the next quarter, says the supplier is not trading price for volume. Capacity plans written in 2025 need new pricing inputs.

Perspective Coverage

5 publishers
Builder
Builder 13%
Operator
Operator 22%
Investor
Investor 65%

Reality

Evidence78
Adoption84
Hype gap+15
Incentives68
Confidence76
build3 publishers

a16z fences off $1.1B for power, cooling, memory and networking

The Machine Age Fund treats power and heat as the binding constraint on AI scaling, which hands hardware founders a dedicated buyer and hands the rest of us a rack-power forecast that a16z produced itself.

Perspective Coverage

3 publishers
Builder
Builder 35%
Operator
Operator 23%
Investor
Investor 42%

Reality

Evidence60
Adoption
Insufficient
Hype gap+20
Incentives75
Confidence65
invest7 publishers

Oracle spent roughly half of fiscal 2026's entire capital budget in one quarter

Cloud infrastructure revenue more than doubled to $7.4bn and the contracted backlog reached $664bn, while the $28.5bn Oracle put into capacity in three months turned a record $23.1bn of operating cash flow into free cash flow of negative $5.4bn.

Perspective Coverage

7 publishers
Builder
Builder 10%
Operator
Operator 21%
Investor
Investor 69%

Reality

Evidence72
Adoption70
Hype gap+20
Incentives62
Confidence70

Earlier coverage

  1. Communities blocked or delayed $68 billion of US data center projects in one quarter

    Security · September 23, 2026 · 1 publisher

  2. Crusoe's Series F values a $140 billion backlog at 22 cents on the dollar

    Invest · September 22, 2026 · 1 publisher

  3. Korea's 20 trillion won state equity fund opens next year with 1 trillion won to spend

    Invest · September 22, 2026 · 1 publisher

  4. Vast Data hands banks and model vendors separate keys to the same GPU enclave

    Product · September 22, 2026 · 1 publisher

  5. Newsom signs seven bills making California data centers pay for their own grid upgrades

    Invest · September 21, 2026 · 1 publisher

  6. Projected 63% rise in AI model spending puts focus on cost per successful outcome

    Leadership · September 21, 2026 · 1 publisher

  7. Meta aims to double Aurora's 497 terabits a second on cables it owns

    Invest · September 21, 2026 · 1 publisher

  8. Semiconductors account for three-quarters of Korea's ten-day export increase

    Invest · September 20, 2026 · 1 publisher

  9. Stripe's planned OpenRouter purchase makes model routing an infrastructure decision

    Product · September 20, 2026 · 1 publisher

  10. Anthropic can exit Nscale deployments without liability if delivery misses its deadlines

    Leadership · September 20, 2026 · 1 publisher

  11. Nscale must still finance the Anthropic GPUs it has already contracted at Monarch

    Build · September 18, 2026 · 1 publisher

  12. Qualcomm puts tokens per watt at the centre of its AI infrastructure pitch

    Product · September 17, 2026 · 1 publisher

  13. DataCenterDynamics column says the first coolant fault may surface as a slow training job

    Product · September 14, 2026 · 1 publisher

  14. Vendors move 1.6T Ethernet gear into volume production while the draft is still in ballot

    Build · September 14, 2026 · 1 publisher

  15. Nvidia's guide adds $11.8 billion after a quarter that added $14.7 billion

    Invest · September 14, 2026 · 1 publisher

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

    Product · September 11, 2026 · 1 publisher

  17. Nscale's last round priced $14.6bn before half of its $103bn backlog existed

    Invest · September 11, 2026 · 1 publisher

  18. AWS swaps glass for air to stretch its data-center links 50% further

    Invest · September 11, 2026 · 1 publisher

  19. Omdia's analysts put the bottleneck diagnosis ahead of the next rack purchase

    Product · September 10, 2026 · 1 publisher

  20. Meta puts $43m of capex behind every permanent job at its Sturgeon County build

    Invest · September 10, 2026 · 1 publisher

  21. Red Hat AI 3.5 puts a priority ranking in front of every shared GPU request

    Build · September 10, 2026 · 1 publisher

  22. OpenAI's confirmed NVIDIA footprint is a rack, not a chip; Rubin is still a roadmap

    Build · August 20, 2026 · 1 publisher

  23. Callosum's $100m seed is a 10x on February, and a UK state fund's first cheque

    Invest · August 20, 2026 · 3 publishers