Scaling Laws for Economic Impacts: Experimental Evidence from 500 Professionals and 13 LLMs
Scaling laws tell us that the cross-entropy loss of a model improves predictably with more compute. However, the way this relates to real-world economic outcomes that people directly care about is non-obvious. Scaling Laws for Economic Impacts aims to bridge this gap by running human-uplift experiments on professionals where model...
Jan 1621