Welcome to Marginalia 🖋️

A quiet space for thinking in progress

The name comes from the word marginalia - the notes, questions, and scribbles people write in the margins of books. It’s where raw thought happens: not quite polished, not quite finished, but full of insight.

This space is a bit like that.

Here, I’ll be sharing ideas I’m still working through - reflections on AI, ethics, infrastructure, inclusion, and everything in between. Some will grow into full articles or research pieces. Others may just stay here, as markers of a thought I’m trying to follow.

I’m not writing for virality. I’m writing for clarity.

If you’re someone who values slow ideas, layered questions, and the space between certainty and curiosity - welcome in. 🌿

Willow Williams