99% Less AI Energy: 34-Min Training Beats 36-Hour GPUs

Breakthrough AI energy efficiency cuts training time from 36 hours to 34 minutes, slashing power consumption by 99% against 415 terawatt-hours of US data center demand.

415 terawatt-hours. That is how much electricity U.S. AI infrastructure and data centers consumed in 2024 — more than 10% of the nation’s total energy output. With the International Energy Agency projecting that figure to double by 2030, a team at Tufts University has answered with something other than bigger GPUs: a neuro-symbolic hybrid that slashes AI energy consumption by 99% while actually raising accuracy. Read more »