The dojo will display your latest pupils, but has no effect other than that.

At 100 pupils, your dojo is upgraded to show one building and one pillar.

At 1,000 pupils, your dojo has both buildings and both pillars.

Pupils that don't give you experience (duplicate pupils) still show up and count in your dojo.

My Brute - Chanpachi