This mostly reads like wishful thinking about the future, that's not a basis to make decisions on right now.
A substantial portion of this hardware is also being used for rapid model development rather than simply operating existing models and building a stable revenue stream. These companies are focused primarily on training and improving the models, not merely running them, which is significantly cheaper.