Plasticity mechanisms in the brain extend beyond just weight update and can occur on shorter timescales than previously thought, including homeostasis adaptation and other yet to be discovered mechanisms. These discoveries could lead to improvements in machine learning algorithms and a better understanding of how the brain learns and adapts.