Chips, Sorcery & Spending: AI’s Five-Year Forecast

Right then. Let’s talk about money. Specifically, the frankly alarming amounts of it being thrown at the problem of making machines think. Not really think, mind you. More like… very fast pattern recognition. It’s enough to keep several layers of accountants busy, and that, in itself, is a sign of serious investment. The whispers from the Guild of Hyperscalers¹ suggest the initial estimates for this “Artificial Intelligence” – a term suspiciously lacking in actual intelligence – were…optimistic. We’re not talking about a mere doubling of expenditure. We’re looking at a cascade of coin, a veritable deluge of digits. And where there’s a deluge, someone’s building arks. Or, in this case, semiconductor fabrication plants.

Four companies, in particular, appear to be positioning themselves rather nicely to catch the overflow. Nvidia, Broadcom, Micron, and Taiwan Semiconductor Manufacturing. They aren’t necessarily inventing the magic, but they’re certainly providing the wands, the spellbooks, and, crucially, the ink.

How Deep Does the Pocket of Progress Go?

The usual pronouncements suggest around $650 billion will be spent on this digital alchemy over the next few years. A respectable sum, certainly enough to keep a small kingdom afloat. But that figure, as any seasoned observer of market projections knows, is a bit like estimating the weight of a dragon based on a single scale. It ignores the smaller, but equally enthusiastic, players – the emerging alchemists, the private research cabals, and, crucially, the rather brisk activity happening east of here.² A trillion dollars? Quite possibly. McKinsey & Company, those dedicated counters of beans, predict a cumulative $7 trillion by 2030. Nvidia, never shy about a bold prediction, suggests annual spending could reach $3 to $4 trillion. Either way, it’s a lot of money. Enough to make even a troll blush.

These Four Shall Prosper (Probably)

Let’s begin with Nvidia, the current darling of the digital diviners. They’re supplying the computational engines, the “Graphics Processing Units” (GPUs) that do the heavy lifting. It’s a bit like being the primary supplier of enchanted scrolls to a wizarding college. Demand is…robust. Their last quarterly report showed a 73% revenue increase. They expect 77% in the next. They’re currently the largest company in the realm, and yet, they’re still growing. At 22 times forward earnings, it’s almost a bargain. Almost. Though “bargain” is a relative term when discussing the price of digital sorcery.

Broadcom, however, is taking a slightly different tack. They aren’t building the standard enchanted scrolls; they’re offering bespoke spell designs. They partner with the hyperscalers, allowing them to create custom AI chips tailored to specific tasks. It’s a bit like a master craftsman forging a unique magical artifact for a discerning client. It won’t replace the general-purpose GPUs, of course. You still need a good all-rounder. But it carves out a niche. Their AI semiconductor division grew 106% in the last quarter, with the AI chip business itself growing even faster at 140%. They expect to be generating over $100 billion in AI chip revenue by 2027. A substantial sum, even by magical standards.

Taiwan Semiconductor Manufacturing (TSMC) doesn’t much care who is winning the magical duel. They just want to sell the parchment. As the world’s leading chip fabricator, they benefit from increased AI spending regardless of which computational engine prevails. It’s a simple, elegant business model. Like selling shovels during a gold rush.

Micron is in a similar position, though their product is slightly more esoteric. They manufacture memory chips – the digital equivalent of a wizard’s memory palace. With the supply of high-bandwidth memory (HBM) dwindling, prices are soaring. This is leading to significant earnings growth for Micron, and the outlook remains…bright. The total addressable market for HBM is expected to rise from $35 billion in 2025 to $100 billion by 2028. It’s a memory crunch, naturally. And as any librarian will tell you, a good memory is worth its weight in gold.

So, there you have it. Four companies poised to benefit from the ongoing digital revolution. It’s not a guarantee, of course. The future is notoriously unpredictable. But if you’re looking for a place to put your gold, these are as good a place as any.

¹ The Guild of Hyperscalers is, naturally, a secretive organization. Rumors abound of arcane rituals and vast data centers powered by captured lightning. Their annual budget is said to exceed the GDP of several small countries.
² The activity “east of here” is, shall we say, conducted with a certain degree of… discretion. Details are scarce, but reports suggest a parallel AI effort is underway, fueled by a combination of national ambition and an insatiable appetite for dumplings.

2026-03-19 13:33

How Deep Does the Pocket of Progress Go?

These Four Shall Prosper (Probably)

Read More