Rules Versus Learning

Two ways to make a computer decide

For decades software worked one way. A human thought hard, wrote down every rule, and the computer followed them. Machine learning flips this. Instead of writing rules, you show examples and let the machine find the rules itself. Knowing which approach fits a problem is one of the most useful instincts you can build.