Part 10/12:
However, the path forward isn’t without limitations. It’s uncertain whether these unified models will eventually encompass specific, narrow tasks like protein folding (e.g., AlphaFold) or whether specialized models will still be necessary for certain domains.
Additionally, practical constraints such as parameter count and computational efficiency—especially for deployment on mobile hardware—remain hurdles. Balancing the ambition of universal models with real-world feasibility will be crucial.