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Stop Measuring Education Spending as a Percentage of GDP

  • July 12, 2026
  • jenholm
One of the most common statistics in education policy is also one of the least useful. Every year, reports rank countries by education spending as a percentage of GDP....
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The Visual Capitalist Wealth Chart Doesn’t Prove We Need More Government

  • July 8, 2026
  • jenholm
Visual Capitalist has a chart showing how America’s household wealth distribution changed from 1989 to 2025. The graphic is based on Federal Reserve Distributional Financial Accounts data, and the picture is...
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Using lm-evaluation-harness Without Turning LLM Testing Into Kabuki llm Theater

  • July 7, 2026
  • jenholm
Every home lab eventually produces the same dangerous sentence: “This model feels better.” That sentence is where benchmarking should begin, not where it should end. Feel matters. Anyone who’s...
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Inflationary Sector Renormalization: A Toy Model for Making the Multiverse

  • July 1, 2026
  • jenholm
Inflationary Sector Renormalization: A Toy Model for Making the Multiverse One of the big problems with eternal inflation is that it gives you too much universe. Not in the...
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The British Allocation Problem: How an Empire Lost America While Defending Everything Else

  • June 29, 2026
  • jenholm
Did Britain Lose America Because It Sent the Wrong Men to the Wrong Places? The British Allocation Problem: How an Empire Lost America While Defending Everything Else The Beginning...
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OpenCode CLI Cheat Sheet

  • June 24, 2026
  • jenholm
Download the OpenCode CLI cheat sheet PDF
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BDVR and the Galactic Governor: Why a Mature Galaxy Needs More Spin Than a Young Galaxy

  • June 19, 2026
  • jenholm
A young galaxy and a mature spiral do not have the same job. A mature spiral galaxy has already done the hard work. It has gathered gas, formed stars,...
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My Homelab Didn’t Need Another Dashboard. It Needed a Morning Email.

  • June 16, 2026
  • jenholm
There comes a point in every homelab when the charming little collection of machines becomes less a hobby and more a jurisdiction. A Linux box here, a Windows server...
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Examination of ‘Can rotation solve the Hubble Puzzle?’

  • April 15, 2025
  • jenholm
This post is a critique of Can rotation solve the Hubble Puzzle? found here: https://academic.oup.com/mnras/article/538/4/3038/8090496 We’re going to specifically focus on how cosmic rotation would manifest (or fail to...
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Are the DeepSeek build metrics for real?

  • January 30, 2025
  • jenholm
The claims made by the company about their LLM named DeepSeek are intriguing and potentially represent significant advancements in the field of machine learning, particularly for large language models...
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