AI Slowdown: The Devil’s in the Details

The cooling momentum in AI model performance suggests that the industry is hitting fundamental scaling bottlenecks as data quality becomes the new frontier. This shift forces a transition from raw compute brute-force tactics toward more efficient, specialized architectural optimizations.