Billions is nothing in this market - if the market is supply constrained in the medium term then the hyperscalers will purchase their own route to manufacture (e.g. through coinvestment).

Also that's not what the bullwhip effect is - although I know what you are saying. The bullwhip scenario is about the effect of communication and batching through various layers in the supply chain, this is more similar to the cobweb effect/theory.