Quick reading
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Coatue’s Thomas Laffont argues that trillion-dollar stocks like NVIDIA and Amazon have a more than 30% chance of reaching $10 trillion, surpassing relative milestones faced by smaller companies.
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Micron’s cloud memory revenue nearly doubled to $5.28 billion with gross margins of 66%, but analyst targets and recent insider selling indicate near-term caution.
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Antitrust enforcement is the biggest wild card threatening NVIDIA and Amazon’s path to $10 trillion, and US and global regulators are already showing a willingness to act.
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He All inclusive The podcast (hosts Chamath Palihapitiya, Jason Calacanis, David Sacks and David Friedberg) recently featured Thomas Laffont of Coatue, where an idea they called the “10X paradox” emerged. The conclusion has direct implications for shareholders of Nvidia (NASDAQ: NVDA), Amazon (NASDAQ:AMZN), and Micron technology (NASDAQ:MU).
The thesis challenges the law of large numbers. Companies like NVIDIA that have surpassed the trillion-dollar mark may have surprisingly long odds of reaching $10 trillion, potentially better odds than smaller names face in reaching their next milestone.
Inside the “10X Paradox”
One panelist, referencing mega-caps like NVIDIA, pointed to a previous chart showing 31% odds and then asked, “What are the odds of companies with trillion-dollar market caps reaching 10?”, estimating they could be “more than 30%.” The panel credited a selection effect that weeds out weaker companies before they reach the trillion-dollar club.
The group identified three filters for a trillion-dollar membership, applicable to names like Amazon: dominant market positions, compounding advantages, and greater durability of earnings. As one presenter put it: “To get to that level, let’s call it the trillion-dollar club, you have to have a dominant business.”
The discussion brought up a half-joking strategy that referenced names like NVIDIA: “a robot that starts buying shares of a company once it reaches $1 billion.” In support of that idea, the panel cited research suggesting that rebalancing among the top 10 NASDAQ names annually would have exceeded three times over a decade.
NVIDIA is at the center of AI development
NVIDIA fits the trillion dollar thesis perfectly. The company reported Q1 FY2027 revenue of $81.61 billion, up 85% year-over-year (YoY), with data center revenue reaching $75.25 billion according to the company’s SEC filing.
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CEO Jensen Huang described agent AI as “doing productive work, driving real value, and scaling quickly across businesses and industries.” Analysts remain overwhelmingly bullish on NVIDIA stock, with 58 Buy ratings versus just 1 Sell and a consensus target of $298.07.
NVDA stock is up 48% over the past year with a P/E ratio of 33x. The valuation looks rich, but it’s backed by a 63% net profit margin and a dominant share of accelerated computing.
Amazon’s AWS and the advertising flyer
Amazon clears all filters described by the All-In panel. AWS revenue grew 28% year-over-year in the first quarter of 2026, the segment’s fastest expansion in 15 quarters, while Amazon’s advertising business surpassed $70 billion in trailing-twelve-month revenue.
CEO Andy Jassy committed Amazon to a $200 billion capital plan by 2026 that spans AI infrastructure, custom Trainium chips, robotics and low-Earth orbit satellites. That scale of reinvestment exemplifies the compounding advantage the panel referenced.
AMZN stock is up 22% over the past year and trades at a P/E ratio of 35x. The recent weakness may give investors the opportunity to build their positions more patiently.
Micron as AI memory contender
Micron has not yet joined the club, although bulls argue it could rise to that level in the AI memory supercycle. The company’s cloud memory business unit generated $5.28 billion in the first quarter of fiscal 2026, nearly doubling year-over-year with a gross margin of 66%.
CEO Sanjay Mehrotra positioned Micron as “an essential enabler of AI” and the only U.S.-based memory manufacturer. High-bandwidth memory order books reportedly extend into 2027 for Micron.
MU stock is up 751% over the past year. However, recent insider activity has tilted toward selling, and the analysts’ consensus price target of $739.48 is below the current share price.
The risk that investors cannot ignore
The All-In panel pointed out a major wild card for NVIDIA and Amazon: government intervention through antitrust enforcement could derail the path from $1 trillion to $10 trillion. Dominant companies attract scrutiny, and regulators in the U.S. and abroad have shown a willingness to take action on NVIDIA, Amazon and their peers.
Investors could treat NVIDIA stock and Amazon stock as core exposures to AI while keeping position sizes moderate, given inflated valuations and obvious concentration risk. Meanwhile, Micron stock offers more leveraged exposure to memory prices, with the upside and volatility that comes with cyclical hardware.
Watch to see if the next round of AI capital spending continues to flow through NVIDIA, Amazon and Micron, and if antitrust headlines increase in the second half of the year. The 10X paradox may be valid, but history often rewards the patient over truth.
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