AI computing requirements

Whenever there is a new announcement or breakthrough with AI, it always strikes me how out of reach the results would be to replicate for individuals and small organizations. Machine learning algorithms, and especially deep learning with neural networks, are often so computationally expensive that they are infeasible to run without immense computing power. As… Continue reading AI computing requirements


I learned about complexity studying computer science. Complexity was often measured in space and time, denoted by Ω, Θ and Ο. We learned about the fastest algorithms, the “hardest” problems and the methods to solve them or just prove that they are hard. That is what “complexity” meant to me. And then I started working… Continue reading Complexity