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MSP_POD_NLP

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... and part of what we try to do in the chapter on the origins of assymetry...
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burn expert in security. he is...
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before sale, probably over in that general vicinity where ruben is
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hacked power plant, or hacked water treatment plant can cause blackouts or public health emergencies
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... happen. so, bruce, is there anything you want to say about what's going on in the book that i haven't sort of generally...
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.. write about the changing environment that... and we-
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trying to go around something like a federal institution and use state levers or do you think that...
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password, they're not going to have a separate build of the software for us here in massachusetts at the...
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... eu passes some law regulating security of interconnected toys, which they are about to do
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if they can, can differentiate...
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don't talk about something that is an interest that you and i share, ai. and-
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... cars, even as by malice, it is more the realm of safety.
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yeah. it's going to be the safety regulators that are going to look at the bad actors taking over cars.
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we have a lot of case law that when a car has a flaw in it-
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a lot of the liability to way back the manufacturer of that car, of that part and some of...
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.. designed the bad intersection. we can think of a lot of other causes on-
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... on that chain, but we do go back in a way we don't in software. and i just see this changing as you know, where you have all these rules about software...
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... unauthorized illegitimate experimentation on human subjects and-
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buying into the frame-
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i think right now what we can do is expand the frame of discussion-
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so let's talk about power for a second.
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the locus of many of the problems.
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... make the argument that the current constitutional democracy is the best form of government mid 18th century-
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... way to do something. so if the landing gear fails to deploy through the-
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... do string look like that, you got to hold it steady, but no, it naturally...
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... was a huge blackout, we try to limit those. airlines have finally realize that they can re-jigger how...
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... jamir hull, she's also done reporting on algorithms and discriminations and biases and opacity-
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and i think that that's not helpful in terms of people understanding what the textual-
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go read that, right? this stuff is robustly hard.
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apple computers, our data is on icloud. they team our calendar and our email and our...
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amazon echo is all about being the central hub for all the things in your home...
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... it has to set follow apple's rules.
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.. having a few and investing and having many and having some kind of-
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... and security costs. multiple oss is annoying for a lot of reasons-
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throw it away and buy a new one is a valid security upgrade mechanism, right with the-
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the good place for information is verified voting.org.
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to really publicize these vulnerabilities. then from a point of view of...
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... theory and they're striking puzzles about that.
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and a uganda and...
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and the sort of shows again how, where we are, is making solutions harder.
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... buy them is also dumb use. we should corner the market.
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much more of a public health way of thinking about it. if we can eradicate malar-...
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... including firmware, hardware, specsand
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soi don't think i don't have an ideological dog in that fight.
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that openness is important. certainly if there's going to be alga, that will determine whether i get released on bail.
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that's less security and more public process.
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they're embarrassingly bad. they work at random, occasionally.
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and we have this bias to trust computers.i'll tell you something i'm working on
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how could it be wrong? it does calculations, it doesn't make...
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what should we do? you've been thinking about this.you're right.
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i end my book with this call for getting policy makers and tech people to understand each other.yeah.
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... programmers and engineers ethics. and i want to teach policy makers...
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... be doing, is getting tech and policy together.
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welcome to the berkman klein center to our last luncheon. speaker...
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the academic year 2017, 2018...
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... contracting. before we do that, just sort of the usual tuesday housekeeping at the burman client center, lunch speaker series, we're being live streamed and recorded for posterity...
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... start back up again in september, again...
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... i think really bridge the gap between some of the research work that berkman's doing on issues related to ai and sort of the nuts and bolts law practice work that we do...
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which is a kind of catchall term for any sort of...
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that the ai would do a much better job.
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using ai either as an assistant or as the main driver of the art, who owns it...
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reproduction of that schematic, and mason is going to tell you a little bit more about...
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buzzer works, but also the
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depends at the level of abstraction you're talking about. and also the trained alg-...
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who's including the seed material. and just do we loop that up clearly with deep dreams or deep dream...
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is the learning algorithm would be the deep dream software that google developed the...
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okay now try to find animal faces in this...
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there a particular metaphor, or way of explaining it, you found was most efficient or explaining that.
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... to write a license for one of these pieces of artwork, because you just spend a lot of time arguing over what it is that you're talking about.
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the ownership and licensing of each of these pieces individually with a lot more clarity...
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once we sort of pulled them apart into an anatomy like this and...
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or depending on how the algorithm is set up.
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uses for which the original owner would have expected you to get a license. now that's a little...
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but certainly if the inputs and outputs look closely related and we'll see a couple of examples as we move into discussion...
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if they've done, am i liable for contributory infringement because i enabled their infringement.
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a very transitory copy that was made temporarily for the purpose of providing...
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depends when we have ai's that can read things in real time, and immediately convert them, does this create...
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... is transitory or ephemeral.
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so this is a art piece called gloomy sunday and-
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i'll skip a little bit ahead. yeah. so this is an ai that's watching live this footage over here.
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gets here, it's been trained only on images of fire.
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i just think this is the most amazing thing that's ever happened to a phone charger.
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well one that this would not happen without ai tools...
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before any of that, you would look at whether the input was even copyrighted in the first place.
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in the output. whereas the flower one i think is a little bit different where...
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lighting and it's being reproduced over that area where the person's hand is now.
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or sky scenarios, i think we have questions about infringement by training more so than infringement by output...
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... but is also clearly... i'm like a very creative person and interested in making-
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available. so none of us are in a position now where we can feed in our own inputs to this and do, he has a number of videos on...
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but right now i think the way that you would see this in a museum, is that the museum would acquire this from him, would acq-...
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... acquire of a piece of performance art where he would do it live, but...
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this is a song called daddy's car, that was written using the flow machines software. so this...
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software that was developed by sony. it is generative.
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the beatles catalog, it listened and processed the music, and then also input the lyrics textual.
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there's a number of similar examples of are generating ai systems that are trained on a single artist's work.
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the aftermath of the decision in the blurred lines case, which probably...
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... infringe one of marvin gaye's number one billboard hits.
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... overall look and feel the jury was justified in finding that there was copyright infringement, nonetheless, because...
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... we live in a world where blurred lines is a copyright infringement of that marvin gay song.
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so flow machine, it's a music ai that's...
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