What you were taught
Heavier objects fall faster than lighter objects in free fall
What we know now
Galileo and later experiments showed that in a vacuum all objects accelerate equally under gravity. In air, lighter objects may fall more slowly because of drag, not because weight alone determines acceleration.
Updated understanding emerged around 1971