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Practical notes on running, scanning, containing, and understanding private AI systems inside enterprise environments.
Be direct, simple, brief, vigorous, and lucid.~ Henry Watson Fowler
Field Notes
Nvidia isn't playing a traditional software game. Its Hugging Face acquisition is a bet on private models and the battle for the edge.
From the mainframe era to private, domain specific models, the next chapter of AI could reshape the hardware business and the battle for the edge.
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Field Notes
The Real Reason Nvidia Bought Hugging Face
Nvidia isn't playing a traditional software game. Its Hugging Face acquisition is a bet on private models and the battle for the edge.
September 23, 2026 3 min read
Field Notes
The Sovereign AI Adoption Process
How does a company start running private AI?
August 31, 2026 7 min read
Field Notes
The $5.5 Trillion Snapshot
A snapshot of LLM neurons firing to generate a single token shows where the hype, data centers, GPUs, and energy consumption actually go.
July 29, 2026 8 min read
Field Notes
How to Run Internal AI Safely
You don't. At least, that is the answer most CIOs and CISOs will give you.
July 24, 2026 6 min read
Field Notes
The Goof on GGUF
If you are reading this from an office setting and are looking for more information on GGUF, start with one word: caution.
July 24, 2026 5 min read