For most of the last two years, the AI trade felt relatively contained.
Buy Nvidia. Watch hyperscaler spending. Pretend you understand GPUs. Repeat.

Now the trade is starting to mutate — from chips into power, from the US into Asia, from hardware into infrastructure.

Here is the story ⇩

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Micron Technology MU ( ▲ 19.05% ) exploded nearly 17% after UBS analyst Timothy Arcuri tripled his price target to $1,625 — now the highest target on Wall Street.

That would give Micron a valuation approaching $1.8 trillion.

Yes… for a memory-chip company.

The bigger story wasn’t the number itself though. It was why UBS thinks the market still has this wrong.

For decades, memory stocks traded like the definition of a boom-bust business.

1) Demand spikes.
2) Supply floods in.
3) Prices collapse.
Investors swear they’ll never touch the sector again. Then the cycle repeats.

But AI may have quietly broken that cycle.

UBS argues hyperscalers are now signing long-term supply agreements years in advance because AI infrastructure has turned memory into a strategic asset instead of a commodity purchase.

And that changes everything.

Micron currently trades at just 8.25x forward earnings versus roughly 21x for the S&P 500.

The whole memory sector moved with it:

→ SanDisk SNDK ( ▲ 9.26% )
→ Western Digital WDC ( ▲ 8.97% )
→ Seagate Technology STX ( ▲ 5.6% )

If long-term AI contracts have stabilized Micron's demand profile, they've likely stabilized the whole sector's. The market is starting to price that in across the board.

And that is where things start getting interesting.

!!! Watch how semis trade over the next few sessions.

a\ If investors fully buy into the “AI killed cyclicality” thesis, semiconductor multiples could expand far beyond just Micron.

b\ If this starts feeling like peak AI euphoria again?

Wall Street will remind everyone very quickly that “this time is different” are usually the four most expensive words in markets.

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Huawei just made a very uncomfortable statement for the global semiconductor industry:

It believes it can manufacture 1.4-nanometer chips by 2031.

Without the machines the US spent years trying to keep out of China.

And somehow…

US semiconductor stocks rallied on the news anyway.

The move actually started earlier in the day after Vicor VICR ( ▲ 21.3% ) boosted Q2 guidance, citing royalty revenue tied to a new licensing agreement for its AI power delivery technology.

That immediately lifted the broader power-chip ecosystem:

→ Navitas Semiconductor NVTS ( ▲ 9.33% )
→ Wolfspeed WOLF ( ▲ 3.56% )
→ Semtech SMTC ( ▲ 4.43% )

Then Huawei dropped the real headline.

The company unveiled a technology called “LogicFolding,” which it claims could eventually allow China to produce advanced chips without access to ASML’s EUV lithography machines — the single most important bottleneck in modern semiconductor manufacturing.

That is the part markets are still trying to process. Because for years, the assumption was:

No EUV machines = China stays technologically behind.

Huawei is now arguing that equation may not hold forever.

And strangely enough… investors treated that as bullish for several US chip names.

Why?

Because Huawei’s progress signals semiconductor investment across Asia is probably accelerating, not slowing down.

More fabs. More AI infrastructure. More advanced chip development.

And all of that increases demand for the less glamorous parts of the ecosystem — power delivery systems, silicon carbide substrates, thermal management, networking efficiency.

In other words: Even if China becomes more self-sufficient in designing chips… …the broader semiconductor supply chain may still heavily benefit US suppliers.

Which leads to one of the stranger market ironies you will see this year:

Chinese silicon carbide competition helped push Wolfspeed toward Chapter 11 earlier this year.

And today?

Wolfspeed WOLF ( ▲ 3.56% ) rallied on a Chinese semiconductor breakthrough.

The one major exception was ASML ( ▼ 0.33% ).

ASML fell 1.11% because its entire moat rests on one idea:

That nobody can make cutting-edge chips without its EUV lithography systems.

If Huawei’s “LogicFolding” technology actually works at scale…

…that moat starts looking a little less untouchable.

It is a small market reaction for now.

But strategically?

This may end up being one of the more important semiconductor headlines of the year.

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TeraWulf  WULF ( ▲ 9.73% ) just made one of the more fascinating pivots in the AI trade.

A former bitcoin miner spent years learning how to secure massive amounts of cheap industrial power…

…and now that skill suddenly looks more valuable than owning the chips themselves.

The company announced it is acquiring the Muskie Data Campus in eastern Kentucky — a 285-acre site engineered to support more than 1 gigawatt of data center capacity.

The first 500 megawatts are expected to ramp in the second half of 2028.

That immediately pushed TeraWulf shares up more than 9% on the day and over 120% year-to-date.

But the most important part of the announcement was not the land.

It was one sentence from CEO Paul Prager: “The defining constraint in this market is no longer computing hardware — it is power, transmission infrastructure, and execution certainty.”

That may end up being one of the defining AI infrastructure themes of the next few years.

Because the market spent most of 2023 and 2024 obsessing over …
→ Who could get the chips.
→ Who had access to Nvidia.
→ Who was stuck waiting in line.

Now?

The conversation is quietly shifting from “Who has the GPUs?” to “Who can actually turn them on?”

And those are very different businesses.

AI data centers consume enormous amounts of electricity — often comparable to small cities. Securing stable long-term power capacity is becoming just as strategically important as securing semiconductors.

Which is exactly why an old bitcoin miner suddenly fits into the AI story so well.

Bitcoin mining forced companies like TeraWulf to become experts in energy procurement, transmission agreements, industrial-scale cooling, and large power infrastructure years before Wall Street cared about AI compute demand.

At the time, that expertise looked niche.

Today, it looks early.

The company now controls roughly 1.48 gigawatts of planned Kentucky data center capacity between the new Muskie campus and its existing Justified Data facility.

And increasingly, the AI race is starting to look less like a software competition…

…and more like a nationwide power allocation problem.

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Today’s AI rally got so large it started showing up from orbit.

EWY (the main ETF that tracks South Korean stocks) surged nearly 9%.

EWT (the main ETF tracking Taiwanese stocks) jumped another 5%.

And suddenly the AI hardware started looking like a global macro event.

Normally, when international stocks outperform the US this aggressively, it means investors are rotating away from megacap American tech.

Except that was not happening today.

The QQQ still gained ▲ 1.64% — actually outperforming Europe.

Which created a very strange market setup:

Global stocks were crushing the S&P 500.

US tech was crushing Europe.

And somehow both were true at the same time.

The answer was Korea and Taiwan.

South Korea’s market exploded higher because SK Hynix and Samsung are effectively leveraged bets on the exact same AI memory story driving Micron Technology.

Taiwan rallied because the country quietly sits underneath almost the entire global AI stack through TSMC.

When Wall Street suddenly decides memory chips deserve higher valuations…
…those gains do not stay contained inside Idaho for very long.

They spread across the entire semiconductor supply chain.

And that is exactly what happened today.

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