Mindleaf turns articles, podcasts and videos into calm, beginner-friendly explanations — then quietly weaves them into a knowledge notebook that's yours to revisit.
Not a dumping ground for transcripts. A thoughtfully-shaped artifact designed for understanding and recall.
Imagine you're reading a sentence. Your brain doesn't read each word in isolation — it holds them in mind together, letting each word look at every other word to find its meaning. A transformer does roughly the same thing, mathematically.
The breakthrough wasn't scale. It was a mechanism called attention — a way for any piece of text to weigh the importance of every other piece, all at once, in parallel.
"Attention lets a model decide, on the fly, which parts of the input matter to each output."
A link, a podcast episode, a YouTube course — anywhere you learn.
Summary, takeaways, beginner explanation, and review prompts — all in one quiet page.
Tagged, searchable, and gently resurfaced so you actually remember it.
Every source lives in one searchable notebook — organized by collection, tagged automatically, and surfaced for review when your memory of it starts to fade.