Beyond Scaling Laws: The Importance of Thinking Longer in AI
The significance of test-time compute in AI model development is increasing.
In recent years, AI model improvement focused on scaling laws. However, the pressing question now is how much compute a model should use per question. This challenges many assumptions of existing infrastructure and calls for a new approach.