Below are videos worth checking out from recent Spark+AI Summit.
Building the Software 2.0 Stack Andrej Karpathy (Tesla) – Andrej’s talk at Spark+AI Summit. If I had time to watch one, I’d do this one.
A lot of our code is in the process of being transitioned from Software 1.0 (code written by humans) to Software 2.0 (code written by an optimization, commonly in the form of neural network training). In the new paradigm, much of the attention of a developer shifts from designing an explicit algorithm to curating large, varied, and clean datasets, which indirectly influence the code. I will provide a number of examples of this ongoing transition, cover the advantages and challenges of the new stack, and outline multiple opportunities for new tooling.
(Credits: the list was provided by LSinev, thank you Leonid!)