Path: utzoo!utgpu!news-server.csri.toronto.edu!cs.utexas.edu!wuarchive!mit-eddie!media-lab!minsky From: minsky@media-lab.MEDIA.MIT.EDU (Marvin Minsky) Newsgroups: comp.ai.philosophy Subject: Re: emergence Message-ID: <3619@media-lab.MEDIA.MIT.EDU> Date: 7 Oct 90 22:28:15 GMT References: <1990Oct4.173933.7319@ux1.cso.uiuc.edu> <6@tdatirv.UUCP> <8712@milton.u.washington.edu> <8724@milton.u.washington.edu> Reply-To: minsky@media-lab.media.mit.edu (Marvin Minsky) Organization: MIT Media Lab, Cambridge MA Lines: 29 In article <8724@milton.u.washington.edu> wcalvin@milton.u.washington.edu (William Calvin) writes: >GENES NEED ONLY be approximately correct, as a little behavioral >versatility can do the rest. Your essay looks profound, and I can't wait to see the book. A point somewhat like this was made by Jeff Hinton, not long ago: he pointed out that a small genetic "hint", together with some learning mechanisms, can speed up evolution enormously. I think his argument went something like this: Suppose some 40 binary accident were needed to accompish some amazing performance, and you happened to possess 20 of them, by genetic chance. This could easily happen in a population substantially greater than a million. Now, suppose eacg such creature lives long enough to try 2^20 behavioral variants -- and if the miraculous 1/2^40 event occurs, it gets a selective reproductive advantage. Then !!!!! we have selection for a one-in-a-trillion conbination. Then, quite rapidly, perhaps, that sub-population will accumulate genes that further predispose them to now need only 2^19, then 2^18, etc., learning trials. When that gets down to, say, 2^10, we have something that might occur regularly, in the first few hours or days of infancy -- and then there might be no selective advantage in further genetic fixation. Anyway, that's what I think Hinton was suggesting. Sounds like you also noticed something of that sort.