Who is Jack Daniels
The short answer
Jack Daniels is an American exercise physiologist and running coach, an Olympic medallist in modern pentathlon, and the author of Daniels' Running Formula. He created VDOT, a performance number from a recent race, and the five training paces that most pace calculators still use.
Daniels won team medals in modern pentathlon at the 1956 and 1960 Olympics, then spent his career in exercise physiology and coaching, including long spells at SUNY Cortland and Northern Arizona. With Jimmy Gilbert he built tables that link race times to oxygen use, and from them came VDOT. Daniels' Running Formula first appeared in 1998 and is now in its fourth edition.
What VDOT is
VDOT is a number that describes your current running fitness, based on a recent race. It is not your measured VO2max. It is a "pseudo" VO2max that already includes your running economy. A 20:00 5K and a 41:40 10K give roughly the same VDOT, around 50. Once you have the number, the tables give you all your training paces.