Research Archive
The Semiconductor Gigacycle
The semiconductor industry has experienced cycles of varying magnitude throughout its history. The PC era brought sustained growth. The smartphone revolution created what many called a supercycle. The cloud computing buildout extended that expansion further. What is happening now is something categorically different. The artificial intelligence infrastructure buildout represents the largest total addressable market expansion…
The Snapdragon X2 Elite Power Paradigm: Unbundling the Electron
In mobile computing, performance is defined by the energy cost of operations. The limiting factors for modern Systems on a Chip (SoC) are thermal headroom and battery constraints, shifting the architectural focus to the infrastructure that feeds the silicon. The power delivery network (PDN) design for the Snapdragon X Series utilizes a bifurcated, two-stage Point-of-Load…
CoreWeave and the Integration of AI Infrastructure
In the broader narrative of the AI boom, a new category of infrastructure provider has emerged, colloquially termed the “neocloud.” The economic logic of the neocloud is, at first glance, simple arbitrage: the hyperscalers (AWS, Azure, Google Cloud) are supply-constrained and expensive, creating an opening for smaller, agile players to buy GPUs, place them in…
Google’s new Gemini 3 Pro is a great model
Today, Google announced Gemini 3 as well as a bunch of new product updates powered by Gemini 3 Pro! We’ll get into those in a moment, because I want to talk about my experience using Gemini 3 Pro, codename riftrunner, as well as Google’s new developer IDE called Antigravity! I got early access from Google…
From Bitcoin to AI: The Hard Road Ahead, and Why Some Miners Can Still Make the Jump
The surge in AI infrastructure investment has reshaped the value of power in the United States. Bitcoin miners, who once optimized purely for cheap electricity and fast deployment, now find themselves in possession of something that AI operators urgently need: energized land with existing interconnection rights. On the surface, this creates the impression that miners…
Bubble or Buildout? A Guide for the Next Data Center Era
The easy story is “this looks bubbly.” Spending is massive AND front-loaded, the narrative is high, and a handful of winners dominate the landscape. Hyperscaler capital spending is tracking to roughly $424B in 2025 and stepping toward ~$500B in 2026, after topping $100B in a single quarter earlier this year—numbers that rhyme with past build-outs…