Marvell’s $12.2 Billion Google Warrant Comes With No Minimum Order
A $12.2 billion warrant and a 40% efficiency claim moved AI-chip stocks this month. Neither number is a purchase order or a customer price.
Analysis of model economics, compute demand, and data center power infrastructure.
A $12.2 billion warrant and a 40% efficiency claim moved AI-chip stocks this month. Neither number is a purchase order or a customer price.
A town banned a data center and got sued for $300 million - the real fight over who builds first is a permitting loophole, not the lawsuit.
AI data center power demand looks enormous on paper - utilities themselves plan for far less than the announced gigawatts imply.
AI distillation lets smaller models reproduce parts of a frontier model's capabilities from outputs alone. Why Anthropic's crackdown reveals a leaking moat.
AI's power bottleneck runs below the transformer to grain-oriented electrical steel - a specialty steel only a few mills make, sold out through 2028.
Anthropic's $19B, 20-year TeraWulf lease shows AI's real bottleneck is AI data center power and grid interconnection, not chips. Here's who captures the value.
Meta's Iris AI chip enters production in September 2026, part of a 7-to-14GW compute plan. Why it targets inference, not Nvidia's training crown - and what it changes.
Two frontier models shipped inside 48 hours in July, and the scoreboard is the least interesting part of it. xAI answered the pricing question with one aggressively cheap sheet. OpenAI answered the same question with a menu of three. Put…