The AI Boom's Double Edge: Separating Tomorrow's Giants from Yesterday's Traps

Remember 2015? A curious thing happened on the stock market. Mall-based apparel retailers. Tilly's (TLYS), Abercrombie & Fitch (ANF), American Eagle (AEO), The Buckle (BKE).

They traded at single-digit P/E ratios. Absolute bargains, some said. Amazon (AMZN) had bludgeoned them, true. But here were real revenues, real stores, even dividends. Downside? Practically none, the pitch suggested.

And for a few, the narrative held. Abercrombie, a decade later, found its moment. Yet for most of that cohort, the cheap multiple wasn't a bottom. It was the grinding, agonizing middle of an existential transition. Their customers were long gone. The leases? They were simply the last to know.

SaaSmageddon: A Present Reality, Not a Forecast

Now, what some are calling 'SaaSmageddon' isn't some distant projection. It's happening. Right now. Platforms like Claude, ChatGPT, and Gemini are relentlessly absorbing workflows that once resided comfortably within dedicated SaaS applications. ServiceNow (NOW). Salesforce (CRM). Adobe (ADBE). Intuit (INTU). These were the untouchable enterprise stalwarts. Then they got touched. Hard. A recent bounce. Headlines scream 'recovery'.

But is it? This market demands more than a cursory glance at green numbers.

The current environment requires a sharp delineation: who benefits from the AI boom, and who becomes its casualty? The most dangerous bargains of 2026 might just be the ones that appear cheapest on a simple stock screener.

Lumen Technologies (LUMN) sits atop my list of beneficiaries. On paper, a telecom. In practice? A fiber backbone for the massive AI infrastructure buildout. The company boasts roughly $13 billion in signed hyperscaler contracts. Microsoft (MSFT) is on that roster. Lumen is constructing a major new data center connectivity pipeline. The route? I believe it snakes from Seattle toward Denver. A critical artery.

Historically, Lumen carried balance sheet risk. A heavy debt load, looming maturities. That cloud is clearing. The company's paying down debt, pushing maturities well into 2029. This gives the revenue ramp from those new contracts ample time to materialize, long before refinancing pressures return. Technically, the stock just put in a clean bounce off its 200-day moving average. I anticipate it takes out $12 soon. Then, meaningfully higher.

CoreWeave (CRWV) is a larger, more aggressive wager on the same fundamental trend. The 'NeoCloud' thesis – that compute capacity will remain structurally undersupplied for years – is gaining serious traction. CoreWeave? The most levered name in that category. It’s also the biggest. Its OpenAI exposure, once a source of hand-wringing during OpenAI's perceived market-share battles, looks like a tailwind again. ChatGPT 5.5 put some pep back in OpenAI's step. The IPO calendar is coming into sharper focus. CoreWeave is riskier than many AI infrastructure plays. But it certainly has more torque.

Redwire and the Space Frontier

Redwire (RDW) is my favorite among this group. The pitch is straightforward. Of the four space stocks I've championed, three—AST SpaceMobile (ASTS), Rocket Lab (RKLB), and Planet Labs (PL)—have gone parabolic. Our recommendations on all three? Up more than 1,000%. Redwire has not. Not yet.

The reason? Timing. Redwire specializes in outer-space solar panels. The very Rosa arrays that power the International Space Station. Demand for outer-space solar has been steady, predictable. Not explosive. But that changes the instant Elon Musk takes the $75 billion he reportedly expects to raise in the SpaceX IPO and routes a significant portion into orbital compute. Data centers in space demand outer-space solar. Outer-space solar means Redwire. I see a clear path to $50-plus over the next 6 to 12 months as that SpaceX IPO catalyst arrives.

"This is the dead-cat bounce, not the recovery."

Then there's ServiceNow (NOW). A cautionary tale. After getting hammered during the spring's AI-disruption sell-off, ServiceNow has led the enterprise software bounce-back. Headlines trumpeted insider buying. Even reports that Donald Trump took a position. None of it alters my conviction. My call? This is the dead-cat bounce, not the recovery. AI-native platforms will absorb 80% to 90% of what NOW currently handles. The remaining 10% to 20%? Heavy pricing pressure. That means lower revenues, shrunken margins, diminishing profits—all compounding into a multiple with nowhere good to go. The single-digit P/E thesis echoes the one that lured investors into Tilly's a decade ago. Most of those investors didn't end up where they thought they would.

POET Technologies (POET) remains a speculative wild card. I'm passing. The optics buildout is real, yes. POET could absolutely run if it lands a hyperscaler order. But it hasn't. Its 'proof of concept' is a small win with Lumalens—a name few recognize. The company recently lost a Marvell (MRVL) opportunity, following a credibility-damaging CFO disclosure. The stock oscillates wildly, between $10 and $20, lacking any fundamental anchor. In the small-cap optics sector, I favor Applied Optoelectronics (AAOI), which actually has the hyperscaler orders POET is still chasing.

The through-line for all five names is one core question, asked five different ways. Which side of the AI Boom does this business truly sit on?

Lumen, CoreWeave, and Redwire represent infrastructure plays. Picks-and-shovels exposure that thrives as the buildout accelerates. ServiceNow is on the disrupted side. POET is the speculative ticket that still needs a compelling proof of concept before it earns a seat at the table. This framework, not any single ticker, holds the real power. The same logic that made the 2010s retail trade a value trap is the logic now ripping through the software sector. The cheap multiple is the lure. The structural disruption? That’s the trap. Discerning the difference is the whole job in the back half of 2026.