The recent sell-off in artificial intelligence equities was driven primarily by a massive margin unwind rather than deteriorating fundamentals, creating a compelling entry point for long-term investors. In July alone, more than 3% of South Korean retail investors faced margin calls as commonplace 500% leverage loans evaporated, forcing concentrated liquidation in AI-heavy names like SK Hynix and Samsung. The cascade intensified when Leopold Aschenbrenner’s hedge fund, Situational Awareness LP, was compelled to liquidate its entire portfolio after a margin call—a fund whose market-beating returns relied heavily on AI stock selection amplified by significant leverage.
Why Fundamentals Remain Intact
The margin-driven nature of the correction should offer reassurance. Underlying business trends for leading AI enablers are accelerating. As forced selling subsides, three companies stand out for their structural advantages, visible revenue trajectories, and reasonable valuations.
Alphabet (NASDAQ: GOOG, GOOGL)
Alphabet operates the software backbone of the AI boom through its cloud platform, which enables enterprises to run applications, build AI agents, and strengthen cybersecurity. Google Cloud revenue surged 82% year-over-year in the second quarter, fueled by heightened demand for AI-focused services. This contributed to 24% overall revenue growth, while Google Search and YouTube continue gaining market share.
Beyond cloud, Alphabet’s AI portfolio is diversifying rapidly. The Gemini app has reached 950 million monthly active users, and Waymo’s autonomous vehicles are operating in multiple U.S. cities. Grand View Research projects a 20.2% compound annual growth rate for the autonomous vehicle market through 2033, positioning Alphabet as a dominant early mover in a massive addressable market.
Micron Technology (NASDAQ: MU)
Micron has established itself as the premier supplier of high-bandwidth memory chips—just as Nvidia dominates GPUs. The recent pullback has compressed Micron’s forward price-to-earnings ratio to just 5.6, among the lowest in the technology sector. That valuation comes alongside revenue that has more than quadrupled year-over-year, with management guiding for over 20% sequential growth in the upcoming fiscal fourth quarter of 2026.
Critically, Micron has secured multi-year supply agreements with key customers, providing clear revenue visibility and mitigating the cyclical boom-bust risk that has historically plagued memory stocks. The combination of long-term contracts and a single-digit forward P/E makes the risk-reward profile highly asymmetric.
Nebius Group (NASDAQ: NBIS)
Nebius bore the brunt of the margin unwind, representing over 40% of Aschenbrenner’s portfolio before forced liquidation. However, the company’s fundamentals are distinct from the selling pressure. As a “neocloud” provider, Nebius delivers essential compute infrastructure to hyperscalers pursuing AI ambitions. A five-year, $27 billion agreement with Meta Platforms underscores the quality and scalability of its offering.
Revenue recognition is accelerating. First-quarter sales reached $399 million, a 684% year-over-year increase, built on an annual recurring revenue model that ensures predictability. Management projects up to $3.4 billion in revenue for the full year, with annual recurring revenue targeting $7–9 billion by year-end. Contracted power capacity is expected to exceed 4 gigawatts, up from 3 GW guided in February—reflecting surging demand for AI compute and energy.
Key Takeaway
The margin unwind is a technical catalyst, not a fundamental one. Alphabet, Micron, and Nebius each possess durable competitive moats, visible growth runways, and valuations that reflect pessimism rather than reality. For investors with a multi-year horizon, the current dislocation offers a rare chance to acquire AI infrastructure leaders at a discount.
Frequently Asked Questions
What caused the recent AI stock sell-off?
The correction was primarily driven by a massive margin unwind, particularly among South Korean retail investors using 500% leverage, and the forced liquidation of leveraged hedge funds like Situational Awareness LP—not by weakening AI fundamentals.
Why is Micron’s forward P/E of 5.6 significant?
A forward P/E of 5.6 is exceptionally low for a technology company growing revenue over 4x year-over-year. It suggests the market is pricing in a severe cyclical downturn that Micron’s multi-year customer contracts are designed to prevent.
What is a neocloud and why does Nebius matter?
Neoclouds are specialized cloud providers built from the ground up for AI workloads, offering bare-metal GPU clusters and high-bandwidth networking. Nebius is a leader in this space, with a $27B Meta partnership and rapidly scaling annual recurring revenue.
