Adaption

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.

Adaption's AutoScientist tool uses AI to help models train themselves quickly through automated fine-tuning. This approach enables models to adapt to specific capabilities rapidly. The tool is designed to improve model performance.