The efficiency gap: How do cells and GPUs compare when running the exact same algorithm?

TL;DR

By comparing a biological pump cycle to its silicon simulation, this study reveals a staggering 17-order-of-magnitude efficiency gap. It explores why biology's zero-overhead design outperforms current AI hardware substrates.