While formats like jpg and pdf won't disappear overnight, I prefer to keep scans in tif.
1. Lossless compared to jpg's typically lossey format
2. I've already found old pfd's that throw errors now because the standard has changed slightly some over the years.
3. Its easier to convert to a pdf but not as easy to convert from a pdf.