recognize faces and assign characteristics but how do machines learn and when do they make mistakes. these very questions. map clearly shows that the horse in the picture has not been recognized for the models entire attention is focused on this text on this copyright tag that really surprised us. we looked at the data set again and saw that many of these horse pictures had a copyright tag on them and that the system doesn t recognize the horses at all which is precisely what you want to avoid or this. so my kids the group machine learning at the berlin for its institute neural networks are fed with huge quantities of data however it s not always clear which parts of the data they use to make their decisions. this is what the researcher wants to find out artificial intelligence isn t as advanced as people think. in this case the same of the yeah i
as this heat map clearly shows that the horse in the picture has not been recognized. the models entire attention is focused on this text on this copyright tag that really surprised us and. we looked at the data set again and saw that many of these horse pictures had a copyright tag on them and that the system doesn t recognize the horses at all which is precisely what you want to avoid or this. summit heads the group machine learning at the berlin from its institute neural networks are fed with huge quantities of data however it s not always clear which parts of the data they use to make their decisions. this is what the researcher wants to find out artificial intelligence isn t as advanced as people think. the same of the yeah i systems only learned what s in the data so if the data is falsified it can mislead the system if . we had an example. where a sticker was put over
your team at nbc news have that jack dorsey doesn t that you are able to get this? so you want to know the real truth? no. tell me nonsense. the technology is a human brain. we are not averse to human solutions to figure it out and our own eyeballs. what is twitter s they want automated solutions to everything. that s part of the larger problem with facebook and twitter. they want a robot to do most of the work and i don t blame them for it but you have to put human eyes on it. yeah. i would say accuracy and excellence come ahead of just getting it out there and having bot do it. that s exactly right. but the problem is that as we know they re getting better. 5-year-old bots. wonder the executives and founders of twitter and facebook have robots care for their children and the elderly. no, they don t. they have humans and human brains. do you know why? because they consider the lives
our elections, given the events of the last two years is truly preposterous. you are right. stephanie? yeah. if i could say something about the date, as well. it is not the significance showing up to vote in the election. obviously they travel in the fall. same time they travel in the spring. these are temperate times of the year and there are a slew of very strict border enforcement policies thought up at the white house championed by steven miller that could kick in after midterms. they don t want to do anything right now to be incredibly controversial but they could be triggering that after the midterms. that s why that november 6 date matters to me. i find the whole thing stunning. amazing. do you know what else it is? it is an insult to the intelligence of the american people. yeah. that the president would continue to say that all of these people are coming from honduras to vote. the system doesn t work that way and if the president is unaway i
protecting the most vulnerable. so if the system doesn t protect the most vulnerable and people say as it relates to hollywood this is the way the industry works, honey, you ll never change it. right, there s an attitude that it s like office supplies, you know, everyone steals them. so it s okay. it s not okay. and there are too often we think of warnings against sexual harassment as suggestions from hr. they re not. these men are not crossing the line. they re breaking the law. you know, it s title 7 of the civil rights act of 1964. says the unlawful to make sexual advanced or request sexual favors. well, they said no one would go to bars when they stopped allowing smoking and last i checked, bars are packed right here in new york city. all right there was a moment that sparked you opening up about your time writing for dave letterman and i want to show that clip. the creepy stuff was that i