Asia’s Race to Power AI

Welcome to Thoughts on the Market. I’m Shawn Kim, Head of Morgan Stanley’s Europe and Asia Technology Team.

Today, we’re talking about chipflation – when memory chips stop getting cheaper over time, and become more expensive and even harder to find.

It’s Monday, June 8th, at 3pm in London.

Memory chips are easy to ignore, until your laptop slows down, your phone costs more, or your cloud bill jumps.

Memory is the computer’s workspace. It holds whatever the machine needs at that moment, whether that is a web search, a video, a spreadsheet, or an AI model answering a question. DRAM is the fast memory inside servers, PCs and phones. NAND is what stores files in solid-state drives. And HBM, or high bandwidth memory, is the high-performance version sitting right next to the AI chip, helping them move huge amounts of data quickly.

That last one – HBM – is key because AI has become intensely memory hungry. Memory prices have risen more than six-fold over the last year, a sharp break from decades when the cost of DRAM generally kept falling.

The pressure is coming from AI infrastructure buildouts. We see servers accounting for 59 percent of DRAM demand by 2028, up from 37 percent in 2023. We also see enterprise solid-state drives reaching 65 percent of NAND demand, up from 18 percent. And simply put, data centers are taking a much bigger share of the memory pie.

AI memory use is climbing fast, and at every scale. A newer AI chip uses 7.2 times more HBM than earlier generations. A full system uses about 65 times more. Across an entire AI data center buildout, the jump gets even bigger. HBM has gone from roughly 10 terabytes in 2020 to about 18 petabytes in 2026, orders of magnitude more.

This demand is running into a supply chain that cannot respond quickly. New memory capacity takes years to build, qualify and ramp up. Supply relief is a process, not a switch. And that creates a two-tier market. Large AI and cloud buyers can sign long-term agreements, prepay and secure priority access. Traditional buyers, including PC makers, smartphone makers and industrial hardware companies, must compete for what remains.

This impacts everyday products. In 2027, we see PC memory demand potentially facing a 15 percent shortfall, equivalent to about 58 million PCs. Smartphones could face a 12 percent shortfall, equivalent to about 134 million units. Companies may have to raise prices, cut specifications, delay launches, and accept lower profits.

The dollar numbers are striking. We see the memory market growing from about $220 USD billion in 2025 to about $890 billion in 2026. Expectations for 2026 memory revenue rose 71 percent in just three months. That implies roughly $600 USD billion of incremental memory revenue in 2026, more than the annual market for smartphones, PCs, or servers, each taken on its own.

The broader economy may not see a significant direct inflation shock. We estimate the direct impact on headline CPI at about 0.1 percent in 2026. But pressure is showing up in producer prices, in corporate margins, cloud costs, capital spending plans and delayed technology upgrades.

AI has turned memory from the cheapest part of the digital economy into one of its most contested resources. These tiny chips most people never think of may now decide what gets built or delayed, and how much we all end up paying.

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Ariana Salvatore: Welcome to Thoughts on the Market. I'm Ariana Salvatore, Head of Public Policy Research for Morgan Stanley.

Today, I'll be talking about how investors should be digesting the latest tariff headlines and what they could mean for the broader economic and market outlook.

It's Friday, June 5th at 10am in New York.

Tariffs are back in focus as the U.S. administration has proposed new levies following Section 301 investigations into more than 60 of our trading partners. At the same time, USMCA negotiations appear to have begun in earnest, with recent headlines focused on autos, including the possibility of raising regional content requirements for vehicles and auto parts.

Now, at first glance, these developments sound like a meaningful escalation in trade policy. But we think these headlines are best understood as a continuation of the existing tariff regime rather than a new and more disruptive phase.

Let's start with Section 301. Listeners may recall that the administration replaced the IEEPA tariffs with Section 122 following the Supreme Court's decision back in February. However, that was done under a temporary authority that expires in the end of July. It's been our view that as we approach that deadline, the administration would seek to replace the existing regime under a new authority.

The conclusion of the Section 301 investigations is really a step in that direction; or said differently, a continuation of existing policy. We see the administration preserving the current tariff regime come July, but without a larger inflation or growth shock.

The second issue is the USMCA. Raising regional content rules may be part of the negotiation now, and those changes could create sector-level friction. Similarly, we think it's possible we see escalation ahead of the July deadline as all three countries work to improve the existing trade deal.

Now that being said, we're still constructive on the longer-term trade alignment between the U.S., Mexico, and Canada, and we see structural and procedural constraints that are going to limit the downside risk to something like a potential withdrawal from the agreement.

We still expect the USMCA carve-out to remain in place even for Section 301 goods on a range of trading partners. That's because we think the administration sees value in maintaining supply chain integration within North America across a number of sectors. In general, we actually think the recent pattern on tariffs has been toward less, not more, trade pressure at the margin.

Recent months have come with several carve-outs, exemptions, and delays on broad-based and sectoral tariffs. That suggests that the administration is still sensitive to the downstream cost impact of tariffs, and of course, affordability matters politically heading into the midterm elections in November.

That view also fits with our broader U.S. economics outlook. Our economists continue to see a relatively benign macro backdrop. Growth is expected to remain trend-like, with consumer spending slowing but not collapsing, and strong AI-led CapEx offsetting some of the drag from higher energy prices and policy uncertainty.

On inflation, tariffs remain part of the story, but much of the pass-through appears to be already in the data. That pairs with a more constructive outlook for equity markets as well, as our strategists there see a strong earnings story supported by things like positive operating leverage, AI adoption, improving pricing power, and a broadening out in earnings growth.

So, the key message for investors is this: tariff policy is still noisy, and it will remain a source of headline risk. But in our base case, the administration is moving toward a more durable version of the current tariff regime, not a materially more disruptive or restrictive one. Section 301 replaces Section 122, the USMCA carve-out stays in place, and selective exemptions continue where the affordability or supply chain costs are too high.

Thanks for listening. As a reminder, if you enjoy Thoughts on the Market, please take a moment to rate and review us wherever you listen, and share the podcast with a friend or colleague today.