The Brain vs. Deep Learning Part I: Computational Complexity

The article compares the computational complexity of the human brain versus deep learning models, estimating that the brain operates at roughly 10^16 FLOPS while modern GPUs achieve around 10^12 FLOPS, and discusses the implications for achieving artificial general intelligence and the singularity.