The actual design and R&D is still done by Nvidia, Cerebras, AMD, Groq, etc.
Think of TSMC like Kinko's - they do printing and fabrication which is very low margins.
The main PMF for Cerebras is in simulations, drug discovery, and ofc ML.
As I've mentioned before on HN, Public-Private Drug Discovery and NatLab research has been a major driver for HPC over the past 20 years.