My incoming spam is running at over 200 junk emails a day, but SpamBayes is catching them all, with virtually no false positives. Bayesian filtering, invented by Paul Graham and available in many open source implementations, is the best answer yet.

About the author.

I'm Joel Spolsky, co-founder of Trello and Fog Creek Software, and CEO of Stack Overflow. More about me.