July 18th, 2026: Weekend Thinking Cap

Foreword

This is a quick note, which tends to be just off the cuff thoughts/ideas that look at current market situations, and to try to encourage some discussions.

As the ML/LLM capex boom expands ever larger, a useful exercise is to spend some time thinking about how large this can go, and when or what can potentially derail it. To that end, a post I came across recently puts a lot of things in perspective.

As usual, a reminder that I am not a financial professional by training — I am a software engineer by training. The following is based on my personal understanding, which is gained through self-study and working in finance for a few years.

If you find anything that you feel is incorrect, please feel free to leave a comment, and discuss your thoughts.

Deep thoughts

This blog post, freely available, presents a framework for thinking about the capex spend. It is long and very nuanced, yet concisely written with very little fluff. The kind of article you should read and re-read, to be sure you understand the author’s every word. Certainly DO NOT try to summarize this using an LLM1.

Footnotes

  1. Honestly, you really shouldn’t use LLMs to summarize or analyze anything, lest you end up confidently arguing about “straight line capitalization”, which to be absolutely clear, is NOT a thing — it is entirely hallucinated. ↩︎

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