The world's best creators,in 3 minutes a day.
AI watches your YouTube videos, listens to your podcasts, and reads your newsletters — then distills them into 3-minute pills you actually finish.
Why transformers beat RNNs — and what that means for your next AI project
The core insight: attention is all you need. Transformers process sequences in parallel, not step-by-step, which means they scale with hardware in a way RNNs simply can't.
1,378+
Pills generated
3+
Tracks published
3 min
Average pill length
How it works
From any source
to 3 minutes
Creators build tracks from the best content on any topic. You learn it your way in minutes.
Find a track
Browse creator-curated tracks across any topic — from AI to real estate to leadership.
Pick your format
Read, listen, watch, or get quizzed. Same insight, your preferred way to learn.
Learn in 3 min
One pill per session. Distilled from the best YouTube videos, podcasts, and newsletters.
Learn your way
Four ways to learn
Same pill. Different format. Pick what fits your day.
Read
Scannable 3-min breakdown
Listen
Audio narration on the go
Watch
Short clips that show, not tell
Quiz
Test what actually stuck
Sample pills
A taste of what you'll learn
Each pill traces back to a real source — a YouTube video, podcast episode, or newsletter issue.