It won't. Demand is being pushed forward. That means that longer this situation take longer it will take for prices to recover to same levels.

RAM producers aren't adding more capacity on the non-HBM side of things, so we shouldn't see a dramatic drop in pricing if AI HBM memory demand drops.

No manufacturer is increasing supply though. RAM, SSD, HDD - they just reallocated their existing supply to AI.

Your home systems can slot in HBM? Doubt that.

This is a simplistic view of why the prices are the way they are.