[N] Nvidia aims to train 100,000 developers in deep learning, AI technologies • r/MachineLearning

As the basic toolkit becomes more rounded, that's where the applications will be - using pretrained models, maybe with a little fine tuning. Some of these functions should be included directly in the OS (such as speech recognition). I hope AI tools and pretrained models will become more and more integrated and accessible, because now they just sit in separate repositories and libraries, needing a considerable amount of effort to make them work together. One model does age detection, another does sex detection, another action recognition, and so on, but we need them all in one place. As I see it, AI is slowly converging towards differentiable programming, flexible network structure (torch-style frameworks), graph based neural nets and hierarchically composing higher order skills from lower order ones, anyway.