The AI industry spent years chasing bigger models. Now it’s chasing efficiency

The AI industry is shifting focus from building larger models to improving efficiency and affordability for scalable deployment. Researchers highlight challenges with fixed 'monolithic' models that cannot adapt to new information, while infrastructure providers like SambaNova aim to reduce costs through specialized hardware for large-model workloads.