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Notes/

Short notes on what I’m working on right now. Unfinished thinking is allowed here.

  1. The tokenizer tax Talking to an AI model in Icelandic costs more than saying the same thing in English. I measured how much: about 1.5 times the tokens.
  2. Humla and Icelandic search The kemi.is and poulsen.is web shops now use Humla, a search engine built around Icelandic. What changes for people searching, and why the statistics matter too.
  3. MCP and WebMCP Both give AI agents tools to work with. MCP connects an agent to a server you run; WebMCP lets a web page offer tools to the assistant in the browser.

Longer, finished pieces live on the Workbench. Notes also have an RSS feed.