Analyst Warns of AI Stock Shakeout

David Trainer, founder of New Constructs, has sounded an alarm on the artificial intelligence sector, predicting a future with both big winners and significant losers. He argues that intense competition will cause many companies in the AI race to "fall out." This perspective suggests investors should be cautious, as the current hype may be followed by considerable volatility and consolidation.

- The current AI rally shows parallels to the dot-com bubble, but today's market leaders are highly profitable tech giants, not speculative startups. The "Magnificent Seven" trade at a collective forward P/E ratio of 38x, which is higher than the 30x average for tech leaders at the peak of the dot-com era. - Global spending on AI data centers alone is projected to surpass $1.4 trillion by 2027. Top cloud providers are expected to invest over $390 billion in AI infrastructure in 2025, with some allocating an average of 60% of their operational cash flow to this capital expenditure. - A key divergence is emerging between AI's "picks and shovels" providers and software companies. While chipmakers like Nvidia see expanding margins, some analysts predict AI could suppress demand for traditional Software-as-a-Service (SaaS) by making software easier and cheaper to build, thus eroding pricing power. - Market gains have been highly concentrated. In 2023, the "Magnificent Seven" accounted for a 75.7% collective rise, far outpacing the S&P 500's 24.2% gain. This trend continued into 2025, with the same group responsible for about 75% of the S&P 500's year-to-date gains. - Valuations for some AI-related companies have reached extreme levels. For example, investors have recently valued Palantir at a P/E ratio of 501x and CrowdStrike at 401x, raising concerns about sustainability. - David Trainer's firm, New Constructs, uses proprietary AI to analyze SEC filings, with a specific focus on parsing footnotes to uncover accounting distortions and determine a company's true cash flow and economic profitability. - The venture capital market reflects similar exuberance, with AI startups raising a third of all VC funding in 2024. The median pre-money valuation for an AI startup at the seed stage was $17.9 million, 42% higher than for non-AI companies.

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