It's a curve of time versus proficiency.
Steep for hard is wrong because it'd mean that you get very proficient in very little time
proficiency
| __
| |
| | Proficient in little time (steep = easy)
| |
|_/____________
time
proficiency
|
| Proficient in lots of time (gentle = hard)
| __
| /
|__________/___
time