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As well For example who and when people are allowed into the flight deck We also have a Witch Riding Brooms On A Dark Desert Highways Halloween Shirt more strict flight deck door closed culture It has affected the aviation industry quite a lot That was another Breakdown with GQ Thanks for watching well we’re in the way sort of first day yeah take a lesson technically no I observed well technically you need one oh all right yeah there’s that Canaries Diigo yeah thanks hey don’t quit it’s fun once you get the hang of it me quit never then I’ll try not to take any more innocent bystanders I’m Way too hungry though even if they are type you man the way all right I can guide you the rest way down the mountain if you want hey come on guys yeah perfectly fine I will make it down this mountain on my own skis in a bigger be mush your weight on your left leg right turn Music hey you made it yeah how’d it go I stayed upright mostly yup for another one Wycombe and Christmas Eve in ER so you know I could show you a few things you probably forgot pretty fast no but thanks um Scott look we get Olivia young look I appreciate your officers but I don’t like asking for help you didn’t ask technically I gotta go yeah Christmas Eve right so Merry Christmas Scott Olivia Merry Christmas Music that was the best you guys were great out there snowboarding like crows and Charlie wasn’t a total chicken for once in his life Danielle it’s Christmas Eve maybe you could be nice to your brother what I said it wasn’t a total chicken two more kids classes for tomorrow please mom I instructor said we’re ready to take the gondola up flacco back home and we’ll see about that the top there’s a lot of beginner run that’s what we always do it’s super fun mom this is hate we’re going up with her tomorrow she knows all the best spots and are her parents okay with this yeah and it’s just my dad it’s fine that dad making plans without me again Music well well go fun New York Islanders really 100 who do you like the Kings thinking yeah 100 figures haven’t missed a game with my dad guys like you know each. Gender And in these sorts of species where you get male parental behavior not much variability in male reproductive success low levels of aggression and what females want is a competent male These are ones where you see low degrees of sexual dimorphism So how’s a female going to figure out that this guy is going to be a competent parent Once again we just figured out if he looks kind of like you Because that suggests he hasn’t wasted health and metabolism on stupid pointless muscles when there’s more important things in life for making sure your kids have good values What else would the female want to know when she’s first considering mating with a male Is he a nice guy is he sensitive does he express his feelings Is he competent at being a parent What do you want the individual to do Prove to you that he can provide for the kids And suddenly you have a world of male birds courting the females by bringing them worms Bringing them evidence that they are able to successfully forage they are able to get food Female choice is built around appearance and behavioral competence at being able to be a successful parent in order to pass on as many copies of genes to the next generation as possible OK how about life span In which species is there a big difference in life expectancy as a function of gender First one First one Here you’re choosing for males to be as close to females as possible and thus the physiology Here you’ve got these guys who are using huge amounts of energy to build up all this muscle which takes a lot more work to keep in calories And you’re more vulnerable in famines You’ve got these males with high testosterone which does bad stuff to your circulatory system You’ve got males who thanks to all this aggression are getting more injuries more likely In species in which you have a lot of sexual dimorphism in body size you get a lot of sexual dimorphism in life span Then you look at these guys and it’s basically no difference by gender Moving on Considering. Steps like this and they may be irregular or they may have patterns like that or they may even freeze and stop like that so you you can see that there’s you know there’s a difference there’s a difference so you can also now train an algorithm for instance to pick out features like what is the the distance between the time distance between these uh these peaks and it could also do the same with this and it would be able to do that very precisely and by doing so we may be able to measure for instance that here that there’s large variability in between these um the advantage of the algorithm really comes when the for instance you might have somebody who who is say who measures a pattern which looks like this and there might just be one small change perhaps that that occurs very very um maybe not like that but sort of you know some uh more variation that’s right in the in the sequence of these um in the timing of these these events um even to a professional eye because they don’t have the level of precision they may not be able to detect that this is outside of so the normal range of um a variation but of course an algorithm connected to a high precision sensor um we’ll you know we’ll be able to determine that difference and in this case this person here may in fact have um a precursor symptom of the disease so this would mean that this person with the help of an algorithm could be diagnosed as having parkinson whereas the doctor himself would miss him out that could for the first time make it possible to detect precursor symptoms of parkinson’s and enable early intervention but what else does the data on our smartphones reveal right now you have already apps tracking your so called activity yeah so in fact the data might be already there well the data potentially could be there that’s right but there are ethics about whether we collect that kind of data and use it for for these sorts of purposes you know clearly we can’t just collect this data and start diagnosing people which sure we should not no absolutely we could

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Super intelligence what do we want the role of humans to be it’s very urgent that we start thinking about the ethical issues already today with super intelligence you can easily build a Witch Riding Brooms On A Dark Desert Highways Halloween Shirt future where earth becomes this horrible totalitarian surveillance state putting Orwell to shame China is moving a little bit in this direction now and in the future hey I can actually understand everything that’s said so we want to be very careful to avoid creating the situation where you accidentally get the global dictatorship it will just be so stable that it lasts forever if we just bumble into this totally unprepared with our heads in the sand refusing to think about what could go wrong then let’s face it it’s probably gonna be the biggest mistake in human history we may already be headed in that direction US intelligence agencies have confirmed that Russian hackers interfered in the 2016 presidential election probably with the intention of helping Donald Trump to win the presidency investigations into the extent of that interference are still underway other countries have also been targeted who do you believe Lezyne those were all aware of Russian cyber attacks on the German Bundestag and on the brexit campaign in the UK and the Cambridge analytical scandal showed us that the process of political decision making can at least in principle be influenced by artificial intelligence systems principio ders Koontz do you intend again to Sistema behind Khan when does his claims I cannot underestimate the threat that’s posed by these developments if AI systems that are run by privately owned for profit companies can optimize social media networks which have hundreds of millions of users it’s an entirely new situation consultations normally Curtin does not jinx game these systems can be used to convince large numbers of people to behave even vote in a certain way put it as many idols home he knowing the aha moment there are 163 countries in the world right now and only 19 of them can be considered true democracies those who wish to. Sort of exigencies of evolution and reducing the optimal They want to do this This is just going to be a short hand throughout Once you get past the apes nobody is wanting to do any of these optimization things So just getting that sort of terminology out of the way OK so we start off with what’s the first building block of applying Darwinian principles to behavior Something that is absolutely critical to emphasize because the first thing we all need to do is unlearn something we all learned back when on all those National Geographic specials and that would consistently teach us something about this aspect of evolution and would always teach it to us wrong Here’s the scenario So you’re watching and there’s this wildlife documentary It’s dawn on the savanna And you see there’s a whole bunch lions on top of some big old dead thing Some buffalo or something And they’re chewing away and having a fine time So something happens at that point which is they have to deal with how they divvy up the food Or let me give you another example Another standard sort of endless vignette that comes up in these films Once again now you’re back on the savanna It’s not dawn this time but you are looking at one of the magnificent things of the natural world which is the migration of zebras throughout East Africa A herd of 2 million of them migrate around following a cyclical pattern of rains So they’re always going where the grass is greener So you’ve got this wonderful herd of 2 million wildebeest and there’s a problem Which is there’s some great field right in front of them full of grass and bummer there’s a river in between them and the next field And especially a bummer a river teeming with crocodiles just ready to grab them So what are the wildebeest going to do And according to the National Geographic type specials we would get out would come a solution There’s all the wildebeest hemming and hawing in this agitated state by the edge of the river And suddenly from the back of the. Crowd comes this elderly wildebeest who pushes his way up to the front stands on the edge of the river and says I sacrifice myself for you meine kinder and throws himself into the river LAUGHTER where immediately the crocs get busy eating him up And the other two million wildebeest could tiptoe around the other way across the river and everybody is fine And you’re then saying why’d this guy do this Why did this guy fling himself into the river And we would get the answer at that point The answer that is permeated as like the worst urban myth of evolution Whatever Why did he do that Because animals behave for the good of the species This is the notion that has to be completely trashed right now Animals behaving for the good of the species really came to the forefront a guy in the early 60s named Wynne Edwards Hyphenated Wynne Edwards Some hyphenated Brit zoologist who pushed most strongly this notion of that animals behave for the good of the species He is reviled throughout every textbook Wynne Edwards and group selection That would be the term selection for the good of groups for the selection for the good of the species Wynne Edwards and group selection I’m sure the guy did all sorts of other useful things And anyone who really has any depth to them would find out But all I know is that the guy is the one who came up with group selection Animals behave for the good of the species This isn’t the case at all Animals behave for passing on as many copies of their genes as possible And what we’ll see is when you start looking at the nuances of that sometimes it may look like behaving for the good of the species But it really isn’t the case So animals behave in order to maximize the number of copies of genes they leave in the next generation Remember not survival of the fittest reproduction of the fittest So first thing you need to do is go back to that vignette and saying so what’s up with the wildebeest there And what’s up with the elderly guy who jumps in the
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