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Hello, world.

A brief intro to this blog — what it is, why it exists, and what to expect.

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This is where I’m going to think out loud about research — LLM reasoning, mechanistic interpretability, agentic systems. Less polished than a paper, more permanent than a tweet.

Three kinds of posts I want to write:

  1. Paper notes — plain-English tours of work I’m involved in, with the messy behind-the-scenes context that never makes it into the PDF.
  2. Speculative essays — half-formed research ideas I’d like someone to yell at me about.
  3. Field notes — things I learn while shipping agents to production that I think are under-discussed in academia.

If you want email pings when I post, the RSS feed is the honest way to do it. I’ll probably never have a mailing list.

— M.