Peter J. Liu Shares Classic Paper on Adaptive Compute

Peter J. Liu posted on X about a classic paper on adaptive compute for thinking, calling it pondering. The linked arXiv source describes Adaptive Computation Time, an algorithm that lets recurrent neural networks learn how many computational steps to take between an input and output. Liu, co-founder of Compound AI and former Google Brain researcher, presented the work as a reference point in discussions of AI computation.