I think it's reasonable to distinguish which side drove this. RAM prices are going up but it's not engineered primarily by RAM manufacturers. They are naturally jumping on the bandwagon and responding, but they aren't the drivers. Of course, how they respond matters. They could make other choices. Over time we'll see how this goes because AI could cool and then RAM manufacturers end up in a spot where they choose to manipulate prices to keep them higher.