Marcel Winatschek

The Radio That Learns You

Stumbled onto Last.fm—a personalized web radio that builds a taste profile the more you use it. You install a small player, seed it with a band or artist you like, and it starts playing. Skip what bores you, mark what you love, and slowly a picture of your listening habits takes shape. Over time it stops offering obvious choices and starts finding things you wouldn’t have looked for yourself.

It’s free, it’s anonymous, and unlike most personalization tools it doesn’t require you to fill out a profile upfront—it just watches what you do and adjusts. Whether the picture it builds ever perfectly maps onto what you actually want to hear on any given day is another question. But as a way into music you didn’t know existed yet, it’s genuinely useful.