"Every perception is to some degree an act of creation, and every act of memory is to some degree an act of imagination."
-- Gerald Edelman, Second Nature: Brain Science and Human Knowledge
1 Using Anki to thoroughly read a research paper in an unfamiliar field3 Using Anki to thoroughly read a research paper in an unfamiliar fieldUsing Anki to thoroughly read a research paper in an unfamiliar fieldPart I: How to remember almost anything: the Anki systemAugmenting Long-term Memory2020-09-24Journal
While we made only very slow progress on this set of problems for a long time, around 2011 progress began to speed up, driven by advances in deep neural networks. For instance, machine vision systems rapidly went from being terrible to being comparable to human beings for certain limited tasks. By the time AlphaGo was released, it was no longer correct to say we had no idea how to build computer systems to do intuitive pattern matching. While we hadn't yet nailed the problem, we were making rapid progress. AlphaGo was a big part of that story, and I wanted my article to explore this notion of building computer systems to capture human intuition.