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2 posts tagged with "AI Research"

The papers and ideas that shaped modern AI.

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Five Papers That Shaped Modern AI (Start Here)

· 6 min read
CatalEx Engineering
The team building CatalEx
CatalEx Engineering · Published June 28, 2026 · 09:00 UTC

If you want to understand why AI works the way it does today, you don't need to read a hundred papers. You need to read about five, in order, and understand what each one changed. Everything since is, to a first approximation, a refinement or a scaling-up of ideas these introduced.

Write the Wiki for the LLM: Documentation's New Reader

· 5 min read
CatalEx Engineering
The team building CatalEx
CatalEx Engineering · Published June 26, 2026 · 09:00 UTC

Here is a shift that has already happened, whether or not your documentation noticed: a large and growing share of the readers of everything you write are no longer human. They're language models — reading your docs to answer a question, your README to use your library, your marketing page to tell someone what you do. Andrej Karpathy has been making this point for a while, and it lands harder every month: the primary reader of a lot of your writing is now an LLM, and you are probably still writing for a human.