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Bill Ackman on MSFT, AMZN and META: Why Big Tech's Trillion-Dollar AI Spend Is 'Offensive Rather Than Defensive'

  • AI capital outlays by the big techs are aimed at growth, not defense, and could reshape their valuation dynamics while uncovering value in Uber and Netflix.
  • AWS revenue grew 39% in Q3
  • Hyperscalers to spend >$1 trillion in 2027
  • Uber
    EPS

    Earnings per share — profit for one share of the company, in dollars.

    Learn more →

    projected to compound at 25%+

Bill Ackman’s Pershing Square wrote that Microsoft (MSFT), Amazon (AMZN) and Meta (META) are spending over $1 trillion on AI infrastructure in 2027, describing the spend as "offensive" to drive growth rather than just protect existing businesses.

The letter argues that the hyperscalers’ AI investment will accelerate revenue growth—AWS grew 39% in Q3, Meta’s ad and content tools are already improving targeting, and MSFT is positioned to monetize compute through two major channels. It also highlights mispriced opportunities in Uber and Netflix (NFLX),…

Short-term. Over the next few weeks, watch for any earnings releases or

guidance

What a company says it expects for future sales or profits — a forecast from the company, not a guarantee.

updates from MSFT, AMZN, and META that could confirm or challenge the projected AI spend.

Longer-term. Over the next 12–18 months, the AI spend could translate into higher operating margins and cash flow for the hyperscalers, potentially justifying a re‑valuation.

Words on this card

Hyperscaler
A large cloud services company that provides computing infrastructure to many customers
Capital expenditure
Money spent on long‑term assets like data centers and servers
EPS Learn
Earnings per share, a measure of a company’s profitability
Engagement
The amount of time users spend interacting with a platform
AI stack
The layers of hardware, software, and data that enable artificial intelligence
Revenue
Sales — money the company took in before costs.

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