Opinions from M&L Capital Management. No tweets should be considered advice. Capital at Risk. See website for all disclaimers and to Join our Journey.

London, England
Joined July 2015
Thought provoking 3 minute video explaining why the Era of Ai is entering its most explosive phase yet, and the investment opportunities available.
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We increasingly agree with the conclusion of this article. Bond Yields will hinder the NeoClouds; So the Hyperscalers will win the unquestionable demand; and The fastest to deploy and most efficient hyperscaler is/will be SPCX; which also has verticals in connectivity and power. ✅ Microsoft gives data centre hopefuls a pre-IPO reality check ft.com/content/0751ec3e-48d5… via @ft
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Happy to be fishing only in League 3 at the moment…
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The problem is not: does the Technology work as an Enterprise Workflow agent, nor is it the Adoption, nor is it the ROIC, and there is no Bubble. The BIG problem is Treasury Yields.
Yesterday, @OrnnExchange's B200 and B300 indexes reached a new all-time high prices, with the B200 hitting $8.54/GPU-hour. It is clear that today's market is lacking GPU capacity, and that the companies building deploying capacity are looking to improve their credit. In the past trading week as the B200 rental price increased by 12.9%, $CRWV fell by 25.2%. Why does $CRWV move inversely to rising compute prices as a neocloud? 98% of Coreweave's Q2 revenue came from committed contracts, 72% from three customers, and most of its $104B backlog is recognized after mid-2028. CoreWeave's backlog is locked at fixed prices. These higher market rates matter for new contracts they sign, so the question is where rental rates end up when their contracts roll off. Ornn's index tracks transacted prices in order to capture what buyers are actually willing to pay for on-demand GPU rentals, real signal for tracking the value of compute.
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Replying to @GavinSBaker
Volatility on misunderstood newsflow seems endemic to AI: Deepseek. Liberation Day. Kimi. SALP. Gross to net confusion for Anthropic. OpenAI taking share from Anthropic. Gross to net confusion for OpenAI. A mistranslation of Hock Tan’s comments yesterday.
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✅“Neither recent macroeconomic data nor signals relating to the AI investment boom point to a slowdown,” said Ben Snider, Goldman Sachs’ chief US equity strategist ✅Micron and Nvidia are expected to account for more than one-third of the market’s total quarterly earnings expansion, Goldman estimates. AI boom puts US earnings on course for third quarter of 25% growth ft.com/content/7c38e8e3-8035… via @ft
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Exactly as our last Newsletter discussed under the "Anthropic" section: mlcapman.com/newsletters/
Allegedly “the most important chart” for understanding the current state of the AI economy. The model layer seems to be going through a period of commodification as non-frontier models saturate everyday use while frontier models compete fiercely. Compute layer sees massive increase in total demand for compute regardless of the source or use case.
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Until Taiwan is resolved, China is not investable...
Yardeni Research Chart of the Day (October 10, 2026) Regulatory overhang plus soft cyclical demand inside China is a stubborn combination. CQQQ's underperformance vs QQQ reflects structural discounts the market keeps repricing. How long before that changes?
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True: Volatility is becoming the Opportunity. Its painful but if you can bear it THEN its provides Alpha.
bill ackman on why large, boring companies now drop 25% in a day, something he says almost never happened when he started: "a quarter of every american business, plus or minus, is owned by some combination of vanguard, state street and northern trust. when you shrink the float of a public company, the marginal buyer and seller is going to have more impact on the stock price." "the marginal buyer and seller today is a citadel or a millennium. they operate with a large amount of leverage, very large gross books, and they're increasingly short-term." "most investors are very short-term focused because they're compensated that way. they won't invest in a company unless they're confident the price is going to be higher on december 31st." passive owns the float, pods set the price, and both are structurally unable to hold through a bad quarter. that inability is the opportunity.
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See our latest Newsletter, section called Anthropic: mlcapman.com/newsletters/
Open-weight models that decrease margins at the model layer are positive for AI infra, exhibit 1001.2 Since the @silicondata “token index,” which captures both price and mix, peaked on May 31: B300 prices are up 38% B200 prices are up 10% Other GPU indices are up *much* more.
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Token prices keep falling and GPU rental prices keep rising Intelligence gets cheaper, usage goes up, and a model ends up in every piece of software
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See the Digger movie…
Energy capacity = economic capacity, in one chart There are no low electricity, rich countries
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This is a Key Risk to the Ai story…
China generated half as much electricity as the US in 2005 Today it generates more than 2x
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We told you so! AND, again… PE will go the same way with High Yields.
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