AI Tutor Benefits

Collective Benefits From Use At Scale

An AI tutor agent that is used at scale saves time at scale.

Learning is a process that is an invariant for the entire entity set.

For 1 million uses, if the learning process happens, let's say 4x faster, such that something that took 1 hour takes 15 minutes to learn, the time savings are:

45 minutes per use x 1 million uses = 45 million minutes saved

Converted into days, with 1,440 minutes in a day (60 minutes x 24 hours):

45 million minutes ÷ 1,440 minutes per day = 31,250 days saved

That's about 85.6 years.

It adds up and compounds.

And a million sounds like a lot. It's just 10,000 users using it 100 times.