from Constellation Research
Larry Dignan
Larry Dignan
Publisher

Results

CoreWeave launched CoreWeave ARIA, an AI research and iteration agent designed to continuously improve models and AI agents. ARIA is designed to accelerate the AI research loop by analyzing thousands of runs and tens of thousands of metrics in mnutes.

In the big picture, CoreWeave ARIA is another data point indicating that the AI neocloud is building out its software game.

Bain said the first five months of 2026 has led to a 41% surge in deal value to $2.4 trillion. That's the second highest tally ever.

In its 2026 M&A Midyear Report, Bain said these massive deals create a "winners paradox" where companies need to pair an M&A agenda with AI transformation programs. In other words, executives need to integrate two businesses and manage an AI transformation at the same time.

Key stats on M&A:

  • Overall valuations held flat at 11.6 times enterprise value/EBITDA.
  • Venture capital deal surged due to OpenAI's $122 billion funding round.
  • Megadeals drove a 77% year-over-year gain across Europe, the Middle East, and Africa (EMEA) through May 31.
Bain on M&A 2026

SK Hynix said it will accelerate its Yongin Semiconductor Cluster for completion in 2033 instead of 2045 to address AI memory demand. The company will expand its facilities in South Korea and invest more than $714 billion based on today's currency rates.

The effort is part of a Samsung, SK Hynix and South Korea plan to create an AI memory giant via four new memory chip making plants. The combined investment for South Korean companies is $1 trillion.

SK Hynix said:

"Originally scheduled for completion in 2045, the Yongin Semiconductor Cluster now aims to complete its fourth fab by 2033, bringing its construction schedule forward by 12 years. With phased investments in manufacturing facilities and production equipment, total investment in the Yongin Cluster is expected to reach KRW 600 trillion.

In addition, SK hynix will expand its production base in Cheongju(through an investment of KRW 100 trillion), while investing KRW 400 trillion in the Southwestern Region to develop a new semiconductor cluster, as the region is expected to provide the large-scale site and supporting infrastructure—including reliable electricity and water supply—required for the company’s next manufacturing hub."

Although the increased capacity is nice, if current demand holds you have years of memory price increases ahead.

The New York Times is reporting that OpenAI may put off its IPO because it may not be able to land a $1 trillion valuation. The tech industry goes crazy. Apparently, SpaceX's IPO, which popped and dropped and is holding above the IPO price for now, worries OpenAI. Keep in mind that SpaceX's math is ridiculous even if it is halved from the IPO price.

Simply put, OpenAI isn't ready for its confessional with investors, sure isn't ready for quarterly reports and sure isn't ready to encounter non-believers on Wall Street. I'm bummed though, I really wanted to financial gymnastics on paper (pixels).

Apple's online store went down today as if new products were launching. When the store returned, Apple had new prices. The company raised prices for most products excluding the iPhone, but the AI tax is probably coming for Apple's iconic smartphone too.

Not surprisingly, most of the price increases were tied to the Mac lineup where some models saw a $500 increase and another saw a $1,300 jump. MacRumors had the changes by product.

The reason for the price increases is simple: Memory costs. Memory is in tight supply and all you have to do is look at Micron's latest earnings report to see pricing power goes a long way.