You obviously don't believe that AGI is coming in two release cycles, and you also don't seem to have much faith in the new models containing massive improvements over the last ones. So the answer to who is going to pay for these custom chips seems to be you.
Why would I buy chips to run handicapped models when the 10+ llms players all offer free tier access to their 1t+ parameters models ?