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No AI hype. No trend recaps. No recycled threads.

This newsletter is for engineers and researchers who care about how ML actually works — the math, the systems, the trade-offs, and the bugs that surface at 3 AM.

Expect:

  • Deep dives into production ML

  • Paper breakdowns with real code

  • Honest takes on what matters (and what doesn’t)

Written by a human who builds this stuff.
LLMs are tools — not authors.

1–2 high-signal emails per month.
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