I am actually working on this partially...I wouldn't call it new paradigms, but dataflow, probabilistic computing and parallel by default paradigms like VHDL or

I am actually working on this partially...I wouldn't call it new paradigms, but dataflow, probabilistic computing and parallel by default paradigms like VHDL or CUDA would be my best guess if the wildest dreams come true and we actually reroute physical chips to make new models. But only in the lower layers(similar to XDA abstracts stuff already for you on tensorflow). At the end, "all" I see happening in the near future will be * ISA extensions to have accelerators similar to the ones we have for Crypto/RNG and especially vectorization (crossbar matrix multipliers <3 ) * custom chips being made using the standard custom/semicustom design flows, just including memristive and maybe neuromorphic cells * maybe something akin to FPGA programming, especially since intel might be integrating their new Altera into consumer devices https://newsroom.intel.com/news-releases/intel-completes-acquisition-of-altera/ https://newsroom.intel.com/news-releases/intel-completes-acq...