We’re releasing an analysis showing that since 2012 the amount of compute needed to train a neural net to the same performance on ImageNet classification has been decreasing by a factor of 2 every 16 months. Compared to 2012, it now takes 44 times less co... (more…)

In this paper, we identify and characterize the emerging area of representation engineering (RepE), an approach to enhancing the transparency of AI systems that draws on insights from cognitive neuroscience. RepE places population-level representations, r... (more…)

Learn more about Artificial Intelligence, Machine Learning, Predictive Analysis, Supervised Learning, Deep Learning, Reinforcement… (more…)

Nobody likes driving in a blizzard, including autonomous vehicles. To make self-driving cars safer on snowy roads, engineers look at the problem from the car’s point of view. (more…)

The dehumanizing philosophy of AI is built on a hatred of our animal nature. (more…)