When Everyone Is Obsessing Over AI Capex, Maybe The Real Trade Is In Who Isn't Spending

By Viktor Volkov | Against the Grain

Everyone seems convinced that the future belongs to the biggest AI spenders. Microsoft’s record $37.5 billion quarterly capital expenditure is the talk of Reddit, framed as a necessary, if painful, bet on dominance. The consensus is clear: you either go all-in on AI infrastructure like MSFT and NVDA, or you get left behind. The massive sell-off in software—from Adobe to HubSpot—is seen as a logical market verdict: AI is a disruptor, and the old guard is doomed.

But what if the market has this backwards? What if the real 2026 trade isn’t in the companies pouring hundreds of billions into a speculative arms race, but in the capital-efficient survivors and the sectors being unjustly tarred with the same brush?

First, examine the AI capex narrative itself. Microsoft’s spending is astronomical—an annual run-rate approaching $150 billion. Reddit bulls argue this cements an unassailable moat. Yet history is littered with victors of capital-intensive wars who won the market but lost the profit. The market’s initial -7% reaction to MSFT’s earnings wasn’t about weak results; it was a flinch at the staggering scale and uncertainty of ROI. This isn’t 2023’s AI hype; this is 2026’s AI bill. When capital becomes this scarce and expensive (see: the 10-year yield ticking up post-jobs data), markets eventually punish even justified spending if it pressures cash flow for years. The crowd is extrapolating infinite growth to justify infinite spend. I’m extrapolating mean reversion in valuation multiples as patience wears thin.

Second, look at the collateral damage. The “AI threat” has become a catch-all excuse to sell any software stock. A detailed bull case for Adobe on r/investing, highlighting its 89% margins, 6% annual float reduction via buybacks, and trading at a utility-like 16x earnings, is drowned out by a simplistic “Midjourney will kill it” narrative. Similarly, sentiment around CRM players like HubSpot is abysmal despite strong fundamentals, based purely on fear. This is a sentiment vacuum cleaner sucking up value along with trash. When a company like Adobe aggressively buys back its own stock at a 16 P/E while the market prices it for obsolescence, one side is very likely wrong.

Even on WSB, the despair is palpable—not about missing the AI train, but about being slaughtered in it. Posts show massive losses on MSFT and AMZN calls, with comments like “I would have had better results at an actual casino.” The retail momentum that fueled 2023’s AI run is now exhausted and nursing losses. This doesn’t mean AI is dead, but it suggests the easy money from the long side has been made. The next leg might be a brutal differentiation between spenders and earners.

What If I'm Wrong?

If AI adoption accelerates even faster than projected and hyperscalers like Microsoft see immediate, massive monetization of this capex, the spending will be validated and these stocks will re-rate higher, leaving the cautious behind in a pure growth-over-value market.

Methodology Note: Analysis based on 39,127 tokens of posts and comments from Reddit's investing communities over the past 24 hours. The overwhelming, single-minded focus on AI capex as the only game in town created a clear contrarian opportunity to look for value in the ignored and the hated. Confidence: 75%.