Daisy, Daisy, Give Me Your Answer, Do
The Great A.I. Awakening: How Google used artificial intelligence to transform Google Translate (via Mefi) is a fantastic article, both for its contents and as a piece of journalism (I’m enjoying the author’s earlier article on travel photography as a result). As a computer science undergrad in the late 1980s, I took a course on AI, which involved building our own expert systems; it seemed obvious what a challenge that was always going to be, compared with some of the promising machine-learning alternatives. I now see that this was a brief window when neural networks were taken seriously, before their proponents were cast into the wilderness for the next decade and a half. That seems crazy to me, as someone who left the field. In the 1990s I was reading neuroscience theories about how minds emerge in an evolutionary way. Surely these theories and AI research would cross-fertilize each other, leading to new insights in both domains? But it seems that for a long time they didn’t. Maybe they will now.
More: Google’s A.I. created its own universal language, can lip-read better than humans after watching thousands of hours of TV, and figured out how to cut Google’s cooling bill by 40%, which must have helped with its switch to all-renewables.