The Logic of Reasoning

Deep learning emerged from the failure of ai, which tried to cod every aspect of human reasoning into symbols. This was a long winded project that essentially failed right through the seventies and eighties. The philanthropy and v c and institutional money dried up after 20, 25 years,. We had the so called winter of ai where all the funding ran out, and a lot of inter pinary collaboration er broke down. Then, eh, you know, deep learning came off the back of that in the mid nineties. So it has a long history.