Why Task-Fit Is Replacing Scale in Image Models: Practical Choices for Production

The shorthand that used to define image models - "bigger is better" - is loosening. The conversation has shifted from raw parameter counts and benchmark headlines to something more pragmatic: which model actually does the job you need, consistently, ...