AI Prediction Index

One prediction, on the record

“GPU energy efficiency has been improving by about 40% annually and is likely to continue at a similar pace — partially offsetting continued growth in training compute, which we expect to persist at 4-5x per year [through 2030].”

AI research institute tracking trends in machine learning inputs

Resolves against measured FLOP/watt trends for frontier AI accelerators through 2030.