The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 51 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Domingos: AlphaGo Combined Classical AI Search With Deep Learning Neural Networks
“And so what DeepMind did with AlphaGo was to actually combine some of the classic AI, you know, game search with deep learning, with this type of you know, neural network approach to do the evaluation.”
Domingos: AlphaGo Trained on 30 Million Human Moves Before Self-Play
“So AlphaGo, the first thing that AlphaGo did was it learned from all the existing, the entire existing database of Go matches played by human masters. That was the first thing it did was learn from those, right? Thirty million moves or something like that is t…”
Domingos: AI Self-Play Dates Back to Arthur Samuel's 1950s Checkers System
“This is actually a very, very old idea in machine learning. It's one of the oldest ideas. It goes all the way back to the fifties. And this researcher at IBM called Arthur Samuel, who actually wrote the first machine learning system to learn to play a game. An…”