Aardvark Alpha

A plain-English interpretation of what Aardvark is seeing beneath the surface of the market.

Aardvark Daily Analysis — 21 May 2026 NVIDIA once again delivered extraordinary earnings. Revenue growth remained explosive, margins stayed historically elevated, and AI infrastructure demand continued reinforcing NVIDIA’s position as the central company behind the global AI buildout. By almost any historical standard, the company’s current financial performance remains exceptional. And yet, markets reacted cautiously. That reaction itself may be one of the most important signals investors have received this year. The issue is no longer whether NVIDIA is a great company. The issue is whether expectations surrounding NVIDIA — and the broader AI trade — have become too extreme for even NVIDIA itself to continuously satisfy. Wall Street increasingly appears to be treating “exceptional” as the baseline expectation. Despite strong results, investors are becoming more sensitive to questions surrounding sustainability: • Can AI capital expenditure continue growing at this pace? • Can NVIDIA maintain historically unprecedented margins? • How long before hyperscalers reduce dependence on NVIDIA hardware? • What happens once supply constraints begin normalising? These questions matter because NVIDIA is no longer being valued like a normal semiconductor company. It is increasingly being valued as the central infrastructure monopoly of the AI economy itself. That creates both opportunity and fragility simultaneously. One of the most important long-term risks facing NVIDIA is margin normalization. NVIDIA’s current gross margins of roughly 73–75% are historically extraordinary for a hardware-focused business. These margins largely reflect the current imbalance between overwhelming AI demand and limited GPU supply. Hyperscalers and enterprises are competing aggressively for access to NVIDIA hardware, allowing the company to maintain exceptional pricing power. However, markets rarely allow near-monopolistic profitability to remain permanent indefinitely. As Blackwell supply expands, AI infrastructure normalizes, and competition intensifies, gross margins may gradually compress toward the 65–70% range over the next several years. Importantly, NVIDIA would not need to experience falling revenue for this to matter materially to investors. Even if revenue continues growing strongly, lower margins alone could materially reduce earnings growth and compress valuation multiples. This distinction is critical. NVIDIA does not need to fail technologically for the stock to face pressure. The bear case does not require AI demand to collapse. It only requires several relatively plausible developments over a multi-year horizon: • AI capital expenditure growth slows from explosive to merely strong • Hyperscalers increasingly adopt custom silicon solutions • NVIDIA’s margins gradually normalize as supply constraints ease None of these outcomes are extreme scenarios. Google, Amazon, Microsoft, and other hyperscalers are already investing heavily into internal AI chips such as TPUs, Trainium, and Maia. NVIDIA is unlikely to disappear from the AI ecosystem, but it is difficult to imagine a future in which a single company permanently captures nearly all economic value from the AI infrastructure market. Over time, portions of the workload will likely migrate elsewhere. That does not necessarily make NVIDIA weak. It simply means the current environment may represent peak scarcity, peak pricing power, and potentially peak margins. Another important issue is inventory risk. Because NVIDIA outsources manufacturing primarily to TSMC, the company avoids the enormous capital burden associated with operating semiconductor fabrication plants itself. This asset-light structure has allowed NVIDIA to generate extraordinary free cash flow while building one of the strongest balance sheets in the technology sector. But semiconductor cycles can shift rapidly. If hyperscaler AI spending eventually slows or customers begin delaying orders after aggressively stockpiling GPUs, NVIDIA could face rising inventory levels at the same time pricing power weakens. In semiconductor markets, excess inventory often creates pressure on margins, average selling prices, and investor sentiment simultaneously. Again, this would not require collapsing demand. It would only require normalization. At the same time, broader macroeconomic conditions remain increasingly important. Rising Treasury yields, elevated oil prices, and geopolitical tensions continue creating pressure beneath the surface of the rally. Markets are now balancing two competing narratives simultaneously. The first narrative says: AI productivity gains, semiconductor demand, accelerated computing, and infrastructure spending will continue driving corporate growth for years. The second narrative says: higher yields, inflation persistence, expensive energy, and slowing economic growth may eventually compress valuations and reduce investor appetite for highly priced growth equities. This tension is becoming increasingly visible in market behavior. Even after NVIDIA delivered exceptional results, futures struggled to rally aggressively. Investors appear increasingly reluctant to push valuations materially higher without clear evidence that current AI spending trends can remain sustainable over multiple years. Today’s strongest Aardvark signals remain concentrated around AI infrastructure and networking. Sandisk (SNDK) remains the strongest signal in today’s scan. The company continues benefiting from the AI memory and storage boom, though volatility remains elevated after an extraordinary multi-year run. The signal suggests that relative momentum and positioning remain unusually strong despite growing skepticism surrounding parts of the AI trade. Lumentum (LITE), Ciena (CIEN), and Western Digital (WDC) continue reflecting strong positioning across optical networking, storage infrastructure, and data-center expansion themes. This is an important pattern. The AI trade is no longer just about GPUs. It increasingly involves the entire infrastructure chain: • memory • storage • networking • optical systems • power • cooling • accelerated compute ecosystems Intel (INTC) remains one of the market’s more controversial turnaround stories. While Intel is no longer viewed as the undisputed leader of the semiconductor industry, investors continue watching whether the company can regain strategic relevance as the broader AI ecosystem expands. Potential Bearish Instruments & Defensive Positioning None of this analysis should be interpreted as a recommendation to short NVIDIA directly. NVIDIA remains one of the strongest and most strategically important companies in the world, and betting aggressively against powerful momentum trends can be extremely dangerous. However, investors who do see a plausible medium-term bear case for NVIDIA or broader AI-related equities may prefer using structured bearish instruments rather than direct short selling or highly speculative put options. Examples include: • NVD / NVDS — inverse NVIDIA exposure • PSQ — inverse Nasdaq ETF • SQQQ — leveraged inverse Nasdaq ETF These instruments may provide smaller investors with a more structured way to express bearish positioning, though leveraged ETFs carry substantial volatility and are generally designed for short-term tactical exposure rather than long-term holding. At the same time, if AI skepticism continues growing, markets may begin rotating toward more defensive and cash-generating businesses. Companies such as Coca-Cola, with stable global demand and established dividend profiles, may become relatively more attractive during periods of technology uncertainty and valuation compression. Walmart earnings are also increasingly important. While NVIDIA represents the future-oriented AI narrative, Walmart reflects the current health of the American consumer. Investors will be watching closely for signs of inflation pressure, slowing spending behavior, and broader economic resilience. If AI enthusiasm begins weakening while defensive consumer businesses remain stable, markets may begin rotating away from speculative growth leadership toward more traditional cash-generating sectors. Overall, the broader market message is becoming clearer. NVIDIA remains exceptional. The AI trade remains powerful. But markets may now be approaching the point where expectations themselves are becoming one of the largest risks. Great companies do not automatically produce great investments at every valuation. The central question investors now face is not whether NVIDIA will remain important. It almost certainly will. The question is whether today’s valuation already assumes a level of sustained dominance, pricing power, and profitability that may eventually prove impossible for any company to maintain permanently. Top Aardvark signals from today’s scan: • SNDK • LITE • WDC • INTC • CIEN Research only. Not financial advice.

Today’s Aardvark Market Analysis