In practice
Improve it by cutting render-blocking resources and shortening server response, in that order.
Read it at the 75th percentile of real users, not in a lab run on a fast laptop.
Why it matters
It is the first point at which a visitor knows the page is working at all.
A slow first paint pushes bounce rate up before a single word has been read.