it didn't treat mild belief and certainty differently;
It did. Per the paper, the confidences of the predictions were rated on a scale from 1 to 5, where 1 is "No chance of occurring" and 5 is "Definitely will occur". They didn't use this in their top-level rankings because they felt it was "accurate enough" without that, but they did use it in their regressions.
Worse, people get marked down for making conditional predictions whose antecedent was not satisfied!
They did not. Per the paper, those were simply thrown out (as people do on PredictionBook).
They also penalise people for hedging, yet surely a hedged prediction is better than no prediction at all?
I agree here, mostly. Looking through the predictions they've marked as hedging, some seem like sophistry but some seem like reasonable expressions of uncertainty; if they couldn't figure out how to properly score them they should have just left them out.
If you think you can improve on their methodology, the full dataset is here: .xls.
it didn't treat mild belief and certainty differently;
... they did use it in their regressions.
Sure, so we learn about how confidence is correlated with binary accuracy. But they don't take into account that being very confident and wrong should be penalised more than being slightly confident and wrong.
Per the paper, those were simply thrown out
I misread; you are right
I blew through all of MoR in about 48 hours, and in an attempt to learn more about the science and philosophy that Harry espouses, I've been reading the sequences and Eliezer's posts on Less Wrong. Eliezer has written extensively about AI, rationality, quantum physics, singularity research, etc. I have a question: how correct has he been? Has his interpretation of quantum physics predicted any subsequently-observed phenomena? Has his understanding of cognitive science and technology allowed him to successfully anticipate the progress of AI research, or has he made any significant advances himself? Is he on the record predicting anything, either right or wrong?
Why is this important: when I read something written by Paul Krugman, I know that he has a Nobel Prize in economics, and I know that he has the best track record of any top pundit in the US in terms of making accurate predictions. Meanwhile, I know that Thomas Friedman is an idiot. Based on this track record, I believe things written by Krugman much more than I believe things written by Friedman. But if I hadn't read Friedman's writing from 2002-2006, then I wouldn't know how terribly wrong he has been, and I would be too credulous about his claims.
Similarly, reading Mike Darwin's predictions about the future of medicine was very enlightening. He was wrong about nearly everything. So now I know to distrust claims that he makes about the pace or extent of subsequent medical research.
Has Eliezer offered anything falsifiable, or put his reputation on the line in any way? "If X and Y don't happen by Z, then I have vastly overestimated the pace of AI research, or I don't understand quantum physics as well as I think I do," etc etc.