AI Supremacy

AI Supremacy

Midwifing the Next Species in a Datacenter šŸ‘©šŸ»ā€āš•ļø

Datacenters struggling to meet demands for compute amid rise of bottlenecks. Hardware eats the world with HBM Chip shortage.

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Michael Spencer
Jun 02, 2026
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Image Credit: The Atlantic. Source: Getty.

Good Morning, everyone.

It’s a very hot and humid June here near Taichung, Taiwan.

Welcome back to AI Supremacy where we cover AI at the intersection of business, finance, tech, society, culture and civilization. We also try to deliver to you a few AI guides each month.

I’m not sure if Anthropic is 'midwifing a deity' according to VC Bill Gurley, but they have seemingly beaten OpenAI to a confidential IPO filing that enables them to fast-track what will likely be the biggest AI IPO in history in September, or October later this year. It’s a frantic situation for some of the fastest AI startups in history.

ā€œThe AI supercycle has 4 bottlenecks: compute, memory, power and now photonics.ā€ - Crack the Market Newsletter (Ozeco)

It’s an exceptional time, Google wants to raise another $80 billion in stock, including through a $10 billion investment by Berkshire Hathaway for the unique challenges of more AI Infrastructure and power solutions.

Claude for Equity Research

Meanwhile our guide on using Claude for investing by Michael Fritzell got a lot unexpected organic traffic and bookmarks on X, where people are using AI for equity research, and beginning to use agents for investing. What struck me about this piece is the number of bookmarks, free trials and buzz it was getting across social media.

X avatar for @ReadFuturist
Michael Spencer@ReadFuturist
Just incredible interest in @MikeFritzell's piece on how to use Claude for Equity Research and Investing. He goes into quite a lot of depth. šŸŽ“šŸ™šŸ”Ž ai-supremacy.com/p/how-to-use-c…
11:28 AM Ā· May 29, 2026 Ā· 39.3K Views

5 Replies Ā· 27 Reposts Ā· 319 Likes

Read our Guide

The Datacenter Acceleration & Backlash 🚨

There are a lot of Datacenter stories that I want to catch up to drive and give you a holistic picture from many angles about the space and the reality not just from the VC and corporate side but from the more human, energy, local community and environmental perspectives as well.

In April, Alphabet updated its full-year capital expenditure range to as much as $190 billion and others like Meta and Amazon may go even further so there’s a steep increase in corporate foreign bonds (debt) and various projects around Energy and Datacenters. With SpaceX having to sell compute to Anthropic just to make ends meet pre-IPO, Meta might become a glorified Neo Cloud as a side gig. These my friends are weird times. Google had already last month announced a TPU based Neo Cloud with Blackstone.

In this article I’ll try to cover some trends I’m noticing and some Datacenter stories that caught my eye over the past few weeks. Scroll down for more on this.


AI Startups are Eating Pre Generative AI Startups: Fallen Unicorns šŸ¦„

In Venture Capital’s obsession with AI, they are funding newer startups that are AI-native post 2023. For instance, AI is ā€œdisruptingā€ startups pre ChatGPT. Nearly half of America’s 857 unicorn startups haven’t raised fresh funding in three years, PitchBook data shows.

While business creation appears to be higher, there’s carnage in the startup world. Nobody told you more than 220 companies that once hit billion-dollar valuations are now considered ā€œfallen unicornsā€.

The concentration of capital is also damaging - in that, the AI boom that has funneled more than $250 billion into OpenAI and Anthropic and reset valuations on entire classes of startups. There’s a kind of price for this kind of American innovation. It’s pure carnage in the land of startups and Silicon Valley doesn’t like to admit the obvious:

ā€œStartups that last raised in 2021 are now worth 68% less on average, while those that last raised in 2022 saw a 52% decline, according to Pitchbook’s own valuation estimates.ā€ - CNBC

Startups that raised just 4 years ago, in 2022, are down 52%. Just like I predict now, startups born with agentic AI might destroy AI startups pre Agentic AI, for example pre 2026. AI in many ways is a great destroyer of capital not just in Capex but in the cost of Venture Capital FOMO on all the other industries that would ordinarily be getting funded.

It’s not just the demand for compute that’s accelerating, it’s the speed of adaptation.

AI is disrupting startups.

Time to Revenue has Been Sped Up

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