WEBVTT - Robots are People Too?

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<v Speaker 1>Get in touch with technology with tech Stuff from how

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<v Speaker 1>stuff Works dot com. Hey there, and welcome to tech Stuff.

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<v Speaker 1>I'm your host, Jonathan Strickland. I'm an executive producer and

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<v Speaker 1>I love all things tech. And today we're gonna talk

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<v Speaker 1>about the concept of granting personhood or personality two robots,

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<v Speaker 1>not a personality in the sense of this robot is

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<v Speaker 1>Chipper and this one's depressed, but rather the concept of

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<v Speaker 1>granting robots some of the aspects that we say humans

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<v Speaker 1>have from a legal standpoint, and there are numerous arguments

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<v Speaker 1>both for and against this concept. Uh. I've talked about

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<v Speaker 1>artificial intelligence extensively, not just on this show but on

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<v Speaker 1>other shows as well. And one of the elements about

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<v Speaker 1>artificial intelligence that tends to pop up, especially in things

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<v Speaker 1>like science fiction, is what happens when artificial intelligence is

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<v Speaker 1>able to take actions that could negatively impact people? Uh,

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<v Speaker 1>what do we do? What sort of framework do we

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<v Speaker 1>make if that were the case, where we can determine

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<v Speaker 1>who's responsible for this? And then the interesting thing is

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<v Speaker 1>that for me anyway, the European Parliament, a group out

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<v Speaker 1>of the European Parliament kind of a working group, put

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<v Speaker 1>together a proposal a couple of years ago about the

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<v Speaker 1>possibility of this and the idea of granting personhood to

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<v Speaker 1>robots in a way to create an established framework of

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<v Speaker 1>law and accountability, because at the moment there's not really

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<v Speaker 1>anything formalized there, so they put together a proposal. The

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<v Speaker 1>proposal UH is still online. It was originally published on

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<v Speaker 1>May thirty one, two thousand sixteen. It was submitted in

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<v Speaker 1>draft form. The title of the draft was Draft Report

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<v Speaker 1>with Recommendations to the Commission on Civil Law Rules on

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<v Speaker 1>Robotics and it's a fascinating report. It's actually a lot

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<v Speaker 1>of fun to read. I highly recommend checking it out

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<v Speaker 1>if you have some time. The general purpose of the

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<v Speaker 1>proposal was to start official discussions in the European Union

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<v Speaker 1>about developing policies and guidelines in the field of robotics,

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<v Speaker 1>particularly since there were individual member states of the EU

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<v Speaker 1>s several nations that were developing their own policies over time,

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<v Speaker 1>and the European Parliament Working Group was saying this could

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<v Speaker 1>be a problem because if we have one set of

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<v Speaker 1>policies that are in play and let's say France, and

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<v Speaker 1>a different set that are in play in Germany, that

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<v Speaker 1>starts to create conflict, and in the European Union, you're

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<v Speaker 1>supposed to be able to move throughout the union and

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<v Speaker 1>take jobs wherever and live wherever within the Union. And

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<v Speaker 1>therefore it would work a lot better if everyone had

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<v Speaker 1>the same set of rules and regulations on something like this,

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<v Speaker 1>especially something that's going to factor so heavily in industry

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<v Speaker 1>and economy in the workplace. So really this was mostly

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<v Speaker 1>a kind of a warning saying we need to start

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<v Speaker 1>talking about this. The introduction of that proposal is phenomenal

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<v Speaker 1>in its own right. It cites lots of literary works,

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<v Speaker 1>including Mary Shelley for Frankenstein, The Pygmalion, myth Uh. It

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<v Speaker 1>references Carol Capex Are You Are? That is the play

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<v Speaker 1>that originated the word robot. So it's pretty interesting just

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<v Speaker 1>from the fact that it's referencing science fiction and horror

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<v Speaker 1>literature way more than you would expect in your typical

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<v Speaker 1>government proposal. It's it's much more entertaining than reading a

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<v Speaker 1>draft of, say, uh like your typical agricultural report, which

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<v Speaker 1>is still incredibly important. Don't get me wrong, those are

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<v Speaker 1>very important reports. They just don't tend to be page turners. Now,

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<v Speaker 1>those citations are all there to establish that we humans

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<v Speaker 1>have been really fascinated, maybe even fixated with this idea

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<v Speaker 1>of creating intelligent machines or even intelligent life in the

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<v Speaker 1>case of Frankenstein's Monster, that this has been something that

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<v Speaker 1>we have really aspired to on some level, the idea

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<v Speaker 1>that we create something that itself could be said to

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<v Speaker 1>be intelligent. Section B of the introduction, as the introductions

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<v Speaker 1>long enough to have different sections, would say that we're

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<v Speaker 1>on the threshold of a new industrial revolution. That the

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<v Speaker 1>first industrial revolution that took place in the nineteenth century

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<v Speaker 1>was all about creating factories, harnessing the power of coal building, railroads,

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<v Speaker 1>steam power, assembly lines, all of that stuff transformed the

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<v Speaker 1>world from what what had been a really a grarian

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<v Speaker 1>society into more of an urban one in these industrialized nations.

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<v Speaker 1>And the section was saying that artificial intelligence was going

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<v Speaker 1>to fuel a new revolution that would be just as

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<v Speaker 1>impactful as the previous industrial revolution, that no part of

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<v Speaker 1>society would go unaffected by that revolution. So therefore, since

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<v Speaker 1>it was going to be such a big part of

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<v Speaker 1>our lives moving forward, it would be really smart for

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<v Speaker 1>us to think about the implications of that out before

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<v Speaker 1>it happens, and prepare for it and to put into

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<v Speaker 1>place protections for people before it becomes reactionary, you know,

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<v Speaker 1>before there's a problem and then we have to figure out, oh,

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<v Speaker 1>how can we fix this. The argument of the proposal was,

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<v Speaker 1>let's be proactive, let's try and figure out what problems

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<v Speaker 1>may confront us in the future and solve them now

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<v Speaker 1>before we are dealing with a catastrophic experience. So then

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<v Speaker 1>the proposal goes and points out that robots sales have

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<v Speaker 1>been on the rise over the past few years. They

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<v Speaker 1>they've increased year over year. The automotive industry in particular

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<v Speaker 1>was called out, and it also stated that robots will

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<v Speaker 1>provide numerous benefits in the short to medium term and

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<v Speaker 1>potentially what they called virtually unbounded prosperity in the long term.

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<v Speaker 1>So the idea being there are some real positive outcomes

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<v Speaker 1>to employing robots. However, the flip side of that is

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<v Speaker 1>those advances might quote result in a large part of

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<v Speaker 1>the work now done by humans being taken over by

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<v Speaker 1>robots end quote, and that that would affect not just employment,

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<v Speaker 1>but systems like social security which rely upon employment taxes

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<v Speaker 1>for funding and other things that are tax supported. And

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<v Speaker 1>what happens when a robot fails in some way? What

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<v Speaker 1>if it creates damage to a person or property? And

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<v Speaker 1>how will robots interact with our personal data, even you know,

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<v Speaker 1>personal data that we haven't necessarily given consent to share.

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<v Speaker 1>The more intelligent the system, the more proactive it might

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<v Speaker 1>be in taking that data and using it in some

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<v Speaker 1>way without us even saying anything about it, especially if

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<v Speaker 1>you haven't built in specific rules for the robot or

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<v Speaker 1>artificial intelligent program or whatever to follow so that it

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<v Speaker 1>doesn't do that. Now, before I go much further down

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<v Speaker 1>that particular line of reasoning, I do need to point

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<v Speaker 1>out that AI and automation and their effect on jobs

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<v Speaker 1>is still a matter of considerable debate. No one is

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<v Speaker 1>sure right now to what extent it's going to have

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<v Speaker 1>an effect on people in general. So the worst case

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<v Speaker 1>scenario that some people say is that robots and AI

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<v Speaker 1>automated systems are going to replace the vast majority of

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<v Speaker 1>jobs within a few decades, and that this will happen

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<v Speaker 1>before we've ever built out any sort of infrastructure that

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<v Speaker 1>would take care of people that would help them transition

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<v Speaker 1>either into new jobs that were created as a result

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<v Speaker 1>of this, jobs that we don't have today because they

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<v Speaker 1>we don't need them, but we may have a need

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<v Speaker 1>of them once this automated future comes upon us. Or

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<v Speaker 1>maybe that isn't the case. Maybe we don't create new jobs,

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<v Speaker 1>Maybe we don't have a system where we can actually

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<v Speaker 1>take care of people and and separate the concepts of

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<v Speaker 1>making a living and being employed, having some other system

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<v Speaker 1>there so that people could meet their needs to make

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<v Speaker 1>ends meet. How do we do that without having it

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<v Speaker 1>tied to jobs? But there are other people who also

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<v Speaker 1>think we're not likely to see that huge of a change,

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<v Speaker 1>at least not in the relatively near future. We're more

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<v Speaker 1>likely going to see AI and automation take over individual tasks,

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<v Speaker 1>but not entire jobs. So the future might be one

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<v Speaker 1>in which our work is augmented by AI, but we

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<v Speaker 1>are not replaced by AI. The justification for that argument

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<v Speaker 1>is saying, look at machine learning as it stands right now.

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<v Speaker 1>It is very impressive, but it also shows that there

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<v Speaker 1>are severe limitations in machine learning right now. It's just

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<v Speaker 1>not sophisticated enough to be able to take over for

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<v Speaker 1>everything that a human can do. Uh, and it requires

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<v Speaker 1>a lot of training and a lot of stuff can

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<v Speaker 1>go wrong, So it's not likely that we're gonna see

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<v Speaker 1>computers take over lots and lots and lots of jobs,

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<v Speaker 1>but they might take over repetitive tasks that your job

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<v Speaker 1>happens to include, and then you can focus on the

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<v Speaker 1>stuff that isn't repetitive and predictable. Who's to say, who's

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<v Speaker 1>right not me? I don't know. It could be either

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<v Speaker 1>one of those. But the argument of the proposal I

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<v Speaker 1>think still holds true, which is that we need to

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<v Speaker 1>at least consider what the worst case scenario is and

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<v Speaker 1>have a plan to alleviate the outcome of that. Then

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<v Speaker 1>there's the question of how robots are going to impact

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<v Speaker 1>stuff like human dignity. So in the future, if we

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<v Speaker 1>have robots that are acting like caretakers for the sick

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<v Speaker 1>or the elderly or the young, what impact is that

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<v Speaker 1>going to have on those people, How is that going

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<v Speaker 1>to make them feel? What impact will have on their health?

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<v Speaker 1>And uh, and hey, what if those robots were to

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<v Speaker 1>get really effective, really smart, like maybe smarter than humans smart,

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<v Speaker 1>So again, not necessarily intelligent in the same way humans are,

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<v Speaker 1>but better able to process certain types of information than

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<v Speaker 1>humans are. The proposal in the introduction, it raises that

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<v Speaker 1>question as well. Could robots actually represent a danger to

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<v Speaker 1>the human species. It's something that we have to consider

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<v Speaker 1>before it becomes a reality. Now, with all of this

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<v Speaker 1>in mind, says the introduction, the EU should get off

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<v Speaker 1>its butt and start talking about those ideas and work

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<v Speaker 1>on a strategy to avoid problems in the future. And

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<v Speaker 1>the proposal would then go on to have a few

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<v Speaker 1>suggestions of its own. I'll get into those in just

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<v Speaker 1>a second, but first let's take a quick break to

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<v Speaker 1>thank our sponsor. So the proposal has a solutions and

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<v Speaker 1>Suggestions section, and under general principles, the report would cite

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<v Speaker 1>Asimov's Laws of Robotics and would say that designers, producers,

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<v Speaker 1>and operators of robots should keep these in mind, which

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<v Speaker 1>is amusing to me. I mean asthma asthmava. Isaac Asimov

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<v Speaker 1>was a famed science fiction and speculative fiction author wrote

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<v Speaker 1>some amazing stuff, and those laws of robotics have become

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<v Speaker 1>sort of iconic in artificial intelligence. The original three laws

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<v Speaker 1>of robotics are probably the best known. So law number

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<v Speaker 1>one is a robot may not harm a human or

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<v Speaker 1>through in action, allow a human to come to harm.

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<v Speaker 1>Law too is a robot has to obey any order

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<v Speaker 1>given to it by a human unless it would violate

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<v Speaker 1>the first law. So you could tell a robot, hey

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<v Speaker 1>will pick that up for me, and it would have

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<v Speaker 1>to do it. But you couldn't tell robot, hey, go

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<v Speaker 1>push that guy into traffic, because that would violate the

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<v Speaker 1>first law. The third law was a robot would have

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<v Speaker 1>to protect itself from harm unless doing so would conflict

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<v Speaker 1>with either of the first two laws. So if a

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<v Speaker 1>robot were to see that a car were coming, it

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<v Speaker 1>was coming down the street, it was gonna hit a

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<v Speaker 1>little old lady, and the robot would be able to

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<v Speaker 1>push the little lady out of the way, but as

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<v Speaker 1>a result, it was going to get hit by this car.

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<v Speaker 1>The robot would have to do it because even though

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<v Speaker 1>it has a law stating it has to protect itself,

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<v Speaker 1>it that gets superseded by law number one, which says

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<v Speaker 1>it cannot through in action, allow a human to come

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<v Speaker 1>to harm. It would have to take action in that case.

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<v Speaker 1>Then there's a fourth law called law zero that was

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<v Speaker 1>considered to be the top of the this ladder, the

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<v Speaker 1>most important of all the laws, which is a robot

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<v Speaker 1>may not harm humanity or by inaction allow humanity to

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<v Speaker 1>come to harm, so not just an individual, but humanity

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<v Speaker 1>as a whole. Under the liability section of the report,

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<v Speaker 1>it suggests that it will not be long before the

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<v Speaker 1>European Union either needs to classify robots under a category

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<v Speaker 1>such as persons or to create a brand new category

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<v Speaker 1>just for robots. So AI and machine learning are really

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<v Speaker 1>changing how robots interact with environments. Before you would program

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<v Speaker 1>all the ways that a robot would interact with its environment,

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<v Speaker 1>and mostly you would try to control the types of

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<v Speaker 1>environments your robot was going to be in. You know,

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<v Speaker 1>the more predictable and the more stationary the robot, the

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<v Speaker 1>easier it was to program. Right, So if you've got

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<v Speaker 1>a robot, like a giant robotic arm that's doing welding

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<v Speaker 1>in a car manufacturing line, that robot is going to

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<v Speaker 1>be stationary. It doesn't move around. It stays in one

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<v Speaker 1>spot along the assembly line. The car has come to it,

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<v Speaker 1>it does its work, next car comes to it, it continues. Uh.

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<v Speaker 1>That is one way of programming a robot, and it's

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<v Speaker 1>easy comparatively speaking. But these days we now have robots

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<v Speaker 1>that use machine learning that encounter situations and then process

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<v Speaker 1>information come up with a conclusion. It might be a

0:15:24.320 --> 0:15:28.520
<v Speaker 1>way to act, might be UH, you know, a specific

0:15:29.200 --> 0:15:33.320
<v Speaker 1>um request, it might make whatever you may think, it

0:15:33.400 --> 0:15:38.480
<v Speaker 1>has to come to that conclusion, which means that we

0:15:38.560 --> 0:15:41.880
<v Speaker 1>don't know how robots are always going to react to

0:15:41.920 --> 0:15:46.320
<v Speaker 1>their environments. Environments can be very chaotic things with lots

0:15:46.320 --> 0:15:49.440
<v Speaker 1>of different variables. And while you might program a robot

0:15:49.480 --> 0:15:52.120
<v Speaker 1>so it will behave in a very predictable way for

0:15:52.240 --> 0:15:55.720
<v Speaker 1>certain situations, you're not gonna be able to predict every

0:15:55.760 --> 0:16:00.320
<v Speaker 1>possible situation situation in every possible environment. So because of that,

0:16:00.440 --> 0:16:05.200
<v Speaker 1>and because we're using machine learning in more applications, this

0:16:05.240 --> 0:16:08.600
<v Speaker 1>program was saying, or this this UH report was saying,

0:16:09.360 --> 0:16:12.640
<v Speaker 1>we need to keep that in mind. And while we

0:16:13.480 --> 0:16:17.240
<v Speaker 1>wouldn't necessarily call even the most advanced AI conscious or

0:16:17.240 --> 0:16:20.560
<v Speaker 1>self aware, it's not. It's not doesn't appear to be.

0:16:21.200 --> 0:16:23.840
<v Speaker 1>We are seeing more applications that allow machines to learn

0:16:23.840 --> 0:16:27.440
<v Speaker 1>from their environments and adapt their approaches to complete certain tasks,

0:16:27.560 --> 0:16:29.320
<v Speaker 1>and that is something we need to keep an eye

0:16:29.360 --> 0:16:31.920
<v Speaker 1>on now. Right now, you could argue that if a

0:16:32.040 --> 0:16:37.040
<v Speaker 1>robot malfunctions, you would say the company that made the

0:16:37.120 --> 0:16:41.320
<v Speaker 1>robot should be held liable or the programmer who programmed

0:16:41.360 --> 0:16:45.880
<v Speaker 1>in either the routine the robot was following or the

0:16:45.880 --> 0:16:51.280
<v Speaker 1>basic artificial intelligence that the robot would use as guideline. However,

0:16:51.440 --> 0:16:54.360
<v Speaker 1>as robots depend more and more upon machine learning to

0:16:54.440 --> 0:16:58.640
<v Speaker 1>interact with their environments, this gets really murky because again,

0:16:58.680 --> 0:17:02.680
<v Speaker 1>those environments are filled with predictable variables, and the robot

0:17:02.800 --> 0:17:05.280
<v Speaker 1>might quote unquote learned to do something in a way

0:17:05.320 --> 0:17:09.680
<v Speaker 1>that's harmful, or it's inefficient, or it's ineffective. This doesn't

0:17:09.720 --> 0:17:12.160
<v Speaker 1>necessarily mean it would cause harm to people. It might

0:17:12.280 --> 0:17:16.000
<v Speaker 1>just mess things up in like an industry environment and

0:17:16.119 --> 0:17:21.760
<v Speaker 1>cause financial harm. So the proposal argues that as machines

0:17:21.840 --> 0:17:27.640
<v Speaker 1>become more advanced, it makes less sense to blame the manufacturer.

0:17:27.720 --> 0:17:30.880
<v Speaker 1>It's less effective, and there might need to be new

0:17:30.960 --> 0:17:34.680
<v Speaker 1>rules and definitions for liability that would hold the machines

0:17:35.000 --> 0:17:41.399
<v Speaker 1>themselves responsible. So the proposal quote considers that a system

0:17:41.440 --> 0:17:45.399
<v Speaker 1>of registration of advanced robots should be introduced end quote.

0:17:45.640 --> 0:17:49.400
<v Speaker 1>That would involve creating the criteria to decide which robots

0:17:49.440 --> 0:17:52.720
<v Speaker 1>would be required for registration, and it would also call

0:17:52.760 --> 0:17:56.200
<v Speaker 1>for more funding from the European Union for research projects,

0:17:56.440 --> 0:18:01.080
<v Speaker 1>particularly those that involve the social and ethical challenges raised

0:18:01.119 --> 0:18:04.639
<v Speaker 1>by advances in robotics, and that the EU should create

0:18:04.720 --> 0:18:09.000
<v Speaker 1>a quote Legislative Instrument on legal questions related to the

0:18:09.000 --> 0:18:12.240
<v Speaker 1>development of robotics and AI end quote that would look

0:18:12.280 --> 0:18:16.560
<v Speaker 1>ahead ten to fifteen years, which is super hard to do.

0:18:17.200 --> 0:18:20.680
<v Speaker 1>It's really hard to predict what will happen in technology

0:18:20.720 --> 0:18:24.480
<v Speaker 1>in five years, let alone ten or fifteen. But they're

0:18:24.480 --> 0:18:27.840
<v Speaker 1>saying you should try and consider as many different possible

0:18:27.880 --> 0:18:33.320
<v Speaker 1>situations as you can. So why are they saying this, Well,

0:18:33.840 --> 0:18:38.320
<v Speaker 1>if I create a machine learning program and I have

0:18:38.400 --> 0:18:42.280
<v Speaker 1>a robot that follows it, and the robot is put

0:18:42.320 --> 0:18:45.200
<v Speaker 1>into an environment that's got a lot of these variables,

0:18:46.000 --> 0:18:48.000
<v Speaker 1>I may not know how my robots going to react

0:18:48.000 --> 0:18:51.760
<v Speaker 1>in every single situation. The more advanced the robot is,

0:18:52.480 --> 0:18:55.120
<v Speaker 1>the less certain I can be of exactly what it's

0:18:55.119 --> 0:19:01.120
<v Speaker 1>going to do based upon any given scenario. I might

0:19:01.480 --> 0:19:04.640
<v Speaker 1>feel like the guidelines I've created are enough to keep

0:19:04.680 --> 0:19:07.280
<v Speaker 1>the robot out of trouble. But the world is a

0:19:07.359 --> 0:19:10.800
<v Speaker 1>chaotic place, and we've talked about this with autonomous cars.

0:19:10.840 --> 0:19:12.600
<v Speaker 1>I'm actually going to talk about it more. I plan

0:19:12.680 --> 0:19:16.520
<v Speaker 1>on doing a whole suite of episodes about the history

0:19:17.320 --> 0:19:21.960
<v Speaker 1>an evolution and challenges of autonomous cars in the near future.

0:19:22.000 --> 0:19:27.600
<v Speaker 1>That's gonna be a multi part series. But with autonomous cars,

0:19:28.280 --> 0:19:34.480
<v Speaker 1>we know that there are situations that can end in accidents,

0:19:34.600 --> 0:19:39.240
<v Speaker 1>even fatal ones. We've seen examples of that, and that

0:19:39.760 --> 0:19:45.240
<v Speaker 1>this raises questions of what ultimately is what should we

0:19:45.280 --> 0:19:51.200
<v Speaker 1>hold accountable, who who is responsible for this? With driving scenarios,

0:19:51.640 --> 0:19:55.800
<v Speaker 1>we know we can predict maybe let's say nine of

0:19:55.840 --> 0:19:58.520
<v Speaker 1>the different scenarios you would encounter on a typical drive,

0:19:58.920 --> 0:20:00.680
<v Speaker 1>but that means there's ten percent and the stuff out

0:20:00.720 --> 0:20:04.200
<v Speaker 1>there that happens, it's just not normal. It's not something

0:20:04.200 --> 0:20:09.000
<v Speaker 1>you would typically encounter. And these outside scenarios pose a

0:20:09.040 --> 0:20:12.840
<v Speaker 1>problem because you cannot anticipate every single one in program

0:20:12.960 --> 0:20:16.920
<v Speaker 1>into your machine when this happens, make sure you do

0:20:17.000 --> 0:20:21.080
<v Speaker 1>this other thing. The machine will encounter scenarios in which

0:20:21.119 --> 0:20:24.320
<v Speaker 1>it has to make a decision for itself, and it's

0:20:24.359 --> 0:20:28.959
<v Speaker 1>at that point that we don't know where responsibility falls,

0:20:29.040 --> 0:20:34.080
<v Speaker 1>where the accountability falls because the programmer could not possibly

0:20:34.119 --> 0:20:37.400
<v Speaker 1>have anticipated this, So is it really fair to hold

0:20:37.440 --> 0:20:41.480
<v Speaker 1>them at fault. The manufacturer may have made it exactly

0:20:41.480 --> 0:20:43.359
<v Speaker 1>the way it was supposed to be made. There are

0:20:43.359 --> 0:20:46.360
<v Speaker 1>no faults in the manufacturing process, So are they at

0:20:46.359 --> 0:20:50.240
<v Speaker 1>fault the owner of the robot that put it in

0:20:50.640 --> 0:20:54.320
<v Speaker 1>whatever situation it found itself in the first place, maybe

0:20:54.359 --> 0:20:57.959
<v Speaker 1>they're at fault, or maybe the robot itself is at fault.

0:20:58.880 --> 0:21:02.679
<v Speaker 1>So this proposal goes on to call for a legal

0:21:02.720 --> 0:21:07.120
<v Speaker 1>solution that doesn't restrict the type or extent of damage

0:21:07.160 --> 0:21:10.080
<v Speaker 1>as a person can seek based solely on the fact

0:21:10.160 --> 0:21:13.120
<v Speaker 1>that the damage was caused by a non human agent. So,

0:21:13.359 --> 0:21:16.040
<v Speaker 1>in other words, a court should should not be allowed

0:21:16.040 --> 0:21:19.600
<v Speaker 1>to say, well, we can only award you this amount.

0:21:19.680 --> 0:21:22.960
<v Speaker 1>We can't give you any more than this because the

0:21:23.000 --> 0:21:25.760
<v Speaker 1>thing that caused harm to you was a robot, not

0:21:25.840 --> 0:21:27.920
<v Speaker 1>a person. If it were a person, we would be

0:21:27.960 --> 0:21:30.760
<v Speaker 1>able to award you more money. The proposal says, we

0:21:31.040 --> 0:21:33.280
<v Speaker 1>want to make sure that does not become the case.

0:21:33.800 --> 0:21:36.960
<v Speaker 1>And like I said, we're already seeing this in cases

0:21:36.960 --> 0:21:41.600
<v Speaker 1>with autonomous cars, where a company can say, well, you

0:21:41.640 --> 0:21:45.760
<v Speaker 1>know it was it was not the fault of the programmer,

0:21:45.880 --> 0:21:47.960
<v Speaker 1>was not the fault of the company. It was a

0:21:48.000 --> 0:21:51.000
<v Speaker 1>situation in which the car itself made that decision. The

0:21:51.080 --> 0:21:55.440
<v Speaker 1>car is at fault, not us. That is a problematic thing.

0:21:56.040 --> 0:21:59.639
<v Speaker 1>One of the things that the the report suggested was

0:22:00.119 --> 0:22:02.840
<v Speaker 1>that the producers of a robot are liable for damage

0:22:02.840 --> 0:22:05.439
<v Speaker 1>on a level that is proportionate with the amount of

0:22:05.480 --> 0:22:09.680
<v Speaker 1>instructions the producers gave to the robot. So the more

0:22:10.160 --> 0:22:13.920
<v Speaker 1>locked down the robot, the more responsible the producers are

0:22:14.000 --> 0:22:17.600
<v Speaker 1>for that robot's behavior. So if you have that stationary

0:22:17.880 --> 0:22:21.840
<v Speaker 1>robot that that is welding on an assembly line and

0:22:21.960 --> 0:22:25.879
<v Speaker 1>it malfunctions or it starts causing huge amounts of damage

0:22:25.880 --> 0:22:30.960
<v Speaker 1>and its behavior it's it's perhaps ruining several cars along

0:22:31.000 --> 0:22:33.800
<v Speaker 1>the assembly line as it's going through this process, you

0:22:33.840 --> 0:22:36.280
<v Speaker 1>would say, all right, the company that made this robot

0:22:36.400 --> 0:22:39.560
<v Speaker 1>is at fault. Something they did was wrong because the

0:22:39.640 --> 0:22:43.760
<v Speaker 1>robots only following the instructions that this company gave it.

0:22:43.760 --> 0:22:46.359
<v Speaker 1>It's not making any decisions on its own. But the

0:22:46.400 --> 0:22:50.439
<v Speaker 1>more the decision making process is on the robot, the

0:22:50.560 --> 0:22:54.639
<v Speaker 1>less you can hold the manufacturer accountable, according to this report,

0:22:54.640 --> 0:22:58.000
<v Speaker 1>which is a pretty radical idea, and the proposal also

0:22:58.040 --> 0:23:01.760
<v Speaker 1>states that the longer a robot has received quote unquote education,

0:23:02.160 --> 0:23:05.639
<v Speaker 1>the more liable the robots quote unquote teacher is for

0:23:05.680 --> 0:23:08.720
<v Speaker 1>any damage the robot causes. Now, that might be the

0:23:08.760 --> 0:23:10.680
<v Speaker 1>company that made the robot. It might be the person

0:23:10.760 --> 0:23:13.440
<v Speaker 1>that programmed the robot, it might be the person who

0:23:13.640 --> 0:23:16.920
<v Speaker 1>purchased the robot and then put it in an environment

0:23:16.960 --> 0:23:20.359
<v Speaker 1>where it was learning, but it would be whoever was

0:23:20.440 --> 0:23:25.359
<v Speaker 1>introducing these scenarios to the robot. So that's a really

0:23:26.040 --> 0:23:28.880
<v Speaker 1>interesting concept. And again, this is just a proposal. It's

0:23:28.880 --> 0:23:32.440
<v Speaker 1>not like this has been enacted into law. Uh. They

0:23:32.520 --> 0:23:36.960
<v Speaker 1>also created a suggestion for an obligatory insurance scheme. This

0:23:37.080 --> 0:23:39.800
<v Speaker 1>is not that crazy. I mean, if you drive a

0:23:39.840 --> 0:23:42.600
<v Speaker 1>car in the United States, you have to have insurance.

0:23:43.240 --> 0:23:45.639
<v Speaker 1>It's a requirement by law. So it'd be similar to that,

0:23:45.680 --> 0:23:48.920
<v Speaker 1>except in this case, the producers of the robots would

0:23:48.920 --> 0:23:52.120
<v Speaker 1>pay out the insurance for the robots that it was creating.

0:23:52.640 --> 0:23:55.920
<v Speaker 1>And the report also suggested that there should be or

0:23:55.960 --> 0:24:01.080
<v Speaker 1>there could be, a compensation fund for the robots, which

0:24:01.119 --> 0:24:03.880
<v Speaker 1>sounds crazy. Like one of the things you think about

0:24:03.960 --> 0:24:07.199
<v Speaker 1>about automation is that, well, it reduces the need to

0:24:07.280 --> 0:24:11.080
<v Speaker 1>have paid employees. You've got robots, why do you need

0:24:11.119 --> 0:24:15.040
<v Speaker 1>to pay them. Well, it's not to reward the robot.

0:24:15.080 --> 0:24:17.480
<v Speaker 1>It's not to make the robot feel like it did

0:24:17.480 --> 0:24:21.359
<v Speaker 1>a great job. Robots can't feel anything anyway. It's not

0:24:21.560 --> 0:24:26.520
<v Speaker 1>even to you know, to to have this system, you know,

0:24:26.680 --> 0:24:29.960
<v Speaker 1>perpetuate the system of paying for work. It's rather to

0:24:30.160 --> 0:24:34.119
<v Speaker 1>build a fund, a compensation fund that could cover the

0:24:34.160 --> 0:24:37.840
<v Speaker 1>cost of any damages or harm that the robot might create.

0:24:38.720 --> 0:24:42.280
<v Speaker 1>So you're not paying the robot and putting money into

0:24:42.440 --> 0:24:44.760
<v Speaker 1>its bank account that then goes to spend on motor

0:24:44.800 --> 0:24:48.600
<v Speaker 1>oil or something. You're accumulating money in the event that

0:24:48.640 --> 0:24:52.600
<v Speaker 1>the robot causes damage, and then you've got money dedicated

0:24:52.640 --> 0:24:55.320
<v Speaker 1>to that robot that you can use to pay out

0:24:55.840 --> 0:25:00.400
<v Speaker 1>and the event of damages being created by that robot. Uh,

0:25:00.640 --> 0:25:02.800
<v Speaker 1>so you're essentially paying a robot so that in case

0:25:02.840 --> 0:25:06.399
<v Speaker 1>it goes haywire and starts, I don't know, slapping people around,

0:25:06.720 --> 0:25:10.240
<v Speaker 1>you can actually cover all those damages. The report also

0:25:10.280 --> 0:25:14.600
<v Speaker 1>calls for specific legal status to apply to robots, thus

0:25:14.640 --> 0:25:19.679
<v Speaker 1>creating assas that's equivalent to like electronic persons that have

0:25:19.800 --> 0:25:23.080
<v Speaker 1>specific rights and obligations, including that of making good any

0:25:23.119 --> 0:25:26.440
<v Speaker 1>damage they may cause. And a lot of people say

0:25:26.520 --> 0:25:29.359
<v Speaker 1>that this is confusing, that why would you grant this

0:25:29.440 --> 0:25:33.159
<v Speaker 1>personhood to robots? And a frequent response to that, and

0:25:33.200 --> 0:25:35.280
<v Speaker 1>I think it's got some validity to it as well.

0:25:35.320 --> 0:25:38.440
<v Speaker 1>We already do it with businesses. We all are already

0:25:38.480 --> 0:25:43.640
<v Speaker 1>grant the concept of personhood to corporations. Corporations can behave

0:25:43.720 --> 0:25:48.119
<v Speaker 1>in legal matters as if they are people, human being people.

0:25:48.680 --> 0:25:51.359
<v Speaker 1>And if a corporation can do it a business a

0:25:51.560 --> 0:25:55.880
<v Speaker 1>collection of work, then why not a robot. Then there's

0:25:55.880 --> 0:25:58.399
<v Speaker 1>a section from the design of an Ethical Framework to

0:25:58.440 --> 0:26:01.840
<v Speaker 1>make certain advances that uh that are made in robotics

0:26:01.960 --> 0:26:08.320
<v Speaker 1>are made with consideration to how it impacts human safety, privacy, dignity,

0:26:08.840 --> 0:26:12.600
<v Speaker 1>your who owns information. This proposal goes on to say

0:26:12.640 --> 0:26:15.280
<v Speaker 1>that the risk of harm should be no greater than

0:26:15.480 --> 0:26:18.919
<v Speaker 1>encountered in ordinary life. So, in other words, a future

0:26:18.920 --> 0:26:21.359
<v Speaker 1>filled with robots should pose no more risk to a

0:26:21.440 --> 0:26:25.920
<v Speaker 1>person as that person would encounter today in ordinary circumstances. Now,

0:26:25.920 --> 0:26:28.679
<v Speaker 1>to do all of that, the proposals just creating a

0:26:28.760 --> 0:26:33.160
<v Speaker 1>new European Agency for Robotics and Artificial Intelligence and funding

0:26:33.200 --> 0:26:36.080
<v Speaker 1>that agency and staffing it with technical experts as well

0:26:36.119 --> 0:26:40.080
<v Speaker 1>as leaders in ethical and regulatory fields to start really

0:26:40.119 --> 0:26:43.680
<v Speaker 1>susten this stuff out. The other sections in the report

0:26:44.160 --> 0:26:48.280
<v Speaker 1>cover concepts like intellectual property, um, how do you protect

0:26:48.440 --> 0:26:52.200
<v Speaker 1>and encourage innovation? How do you call on new criteria

0:26:52.320 --> 0:26:55.440
<v Speaker 1>to apply to copyrightable works that are produced by computers

0:26:55.520 --> 0:26:58.800
<v Speaker 1>or robots. You may have listened to my episode, my

0:26:58.880 --> 0:27:04.480
<v Speaker 1>recent episode about the artificial intelligence that created a painting.

0:27:04.880 --> 0:27:09.440
<v Speaker 1>Who owns that painting? Does the machine own that painting?

0:27:09.520 --> 0:27:12.720
<v Speaker 1>We don't have rules for this, and that's what this

0:27:12.920 --> 0:27:16.760
<v Speaker 1>report is arguing is as we create more machines and

0:27:16.840 --> 0:27:21.440
<v Speaker 1>systems that can produce stuff that we would normally protect

0:27:22.280 --> 0:27:25.760
<v Speaker 1>with stuff like a copyright, what do we do? Who

0:27:25.840 --> 0:27:28.960
<v Speaker 1>owns that? Who should that go to? They also argue

0:27:28.960 --> 0:27:33.000
<v Speaker 1>for standardization, the idea of making sure that these robots

0:27:33.000 --> 0:27:37.440
<v Speaker 1>are all communicating with their various systems in a standardized way,

0:27:37.720 --> 0:27:39.480
<v Speaker 1>so that way, when you move from one part of

0:27:39.520 --> 0:27:45.120
<v Speaker 1>the EU to another, you don't have these conflicting communications standards,

0:27:45.800 --> 0:27:49.959
<v Speaker 1>data transfer standards. You want everything to work within the

0:27:50.040 --> 0:27:54.440
<v Speaker 1>same umbrella of standards, sort of avoiding the problem that

0:27:54.520 --> 0:27:57.000
<v Speaker 1>people often have, which is that you go to a

0:27:57.040 --> 0:28:02.800
<v Speaker 1>different country and everyone there has this audacity to talk

0:28:02.800 --> 0:28:05.560
<v Speaker 1>in a different language than you do, which means that

0:28:05.600 --> 0:28:08.520
<v Speaker 1>you have to speak really slow and loud if you're

0:28:08.560 --> 0:28:12.480
<v Speaker 1>an American. That's more of a joke about Americans being

0:28:12.640 --> 0:28:15.639
<v Speaker 1>rude and foreign nations. But you don't want that to

0:28:15.760 --> 0:28:18.080
<v Speaker 1>happen if you can prevent it, if you can create

0:28:18.080 --> 0:28:21.119
<v Speaker 1>the standards in the first place. They also call for

0:28:21.160 --> 0:28:25.119
<v Speaker 1>more standards to allow for the testing of driverless cars

0:28:25.880 --> 0:28:29.159
<v Speaker 1>and other autonomous vehicles rather than just this fragmented approach

0:28:29.200 --> 0:28:32.480
<v Speaker 1>that we're seeing, and also had a section on care

0:28:32.600 --> 0:28:36.919
<v Speaker 1>robots and medical robots general call to develop those robots

0:28:36.960 --> 0:28:40.680
<v Speaker 1>with a human impact in mind, and also the concept

0:28:40.720 --> 0:28:44.840
<v Speaker 1>of human repair and enhancement, which gets into this idea

0:28:44.920 --> 0:28:51.960
<v Speaker 1>of using robotics to either heal injury for people or

0:28:52.000 --> 0:28:56.120
<v Speaker 1>to maybe even replace people parts to make people cyborgs.

0:28:57.040 --> 0:29:00.160
<v Speaker 1>That's kind of a far off sort of thing that

0:29:00.200 --> 0:29:03.040
<v Speaker 1>we could think about. It may never happen, but the

0:29:03.120 --> 0:29:08.160
<v Speaker 1>report actually calls for a committee on robot ethics in

0:29:08.240 --> 0:29:11.280
<v Speaker 1>hospitals and other healthcare institutions to kind of develop ethical

0:29:11.320 --> 0:29:14.320
<v Speaker 1>guidelines for how that might be used. And then there's

0:29:14.360 --> 0:29:17.920
<v Speaker 1>a short section about drones, which is becoming more and

0:29:17.960 --> 0:29:21.320
<v Speaker 1>more important. I've got more to say about this, but

0:29:21.600 --> 0:29:31.840
<v Speaker 1>first let's take another quick break to thank our sponsor. Now,

0:29:31.840 --> 0:29:36.640
<v Speaker 1>according to one forecast that the reports sites, the European

0:29:36.760 --> 0:29:40.440
<v Speaker 1>Union could face a shortage of nearly a million information

0:29:40.560 --> 0:29:44.440
<v Speaker 1>and communications technology professionals in the near future. And on

0:29:44.520 --> 0:29:47.920
<v Speaker 1>top of that, it says that of all jobs will

0:29:48.000 --> 0:29:52.120
<v Speaker 1>require some level of digital skills moving forward, so it

0:29:52.200 --> 0:29:56.080
<v Speaker 1>calls for a revision of a digital competence framework to

0:29:56.240 --> 0:29:59.720
<v Speaker 1>correct for that, and it also calls for designing programs

0:29:59.720 --> 0:30:03.480
<v Speaker 1>doing courage people who typically don't go into these fields

0:30:03.840 --> 0:30:07.920
<v Speaker 1>to pursue them, specifically young women, to get young women

0:30:07.920 --> 0:30:11.760
<v Speaker 1>into the field of robotics, and that the European Union

0:30:11.760 --> 0:30:14.880
<v Speaker 1>and member states should quote launch initiatives in order to

0:30:14.960 --> 0:30:18.360
<v Speaker 1>support women in i c T that's the information and

0:30:18.360 --> 0:30:22.360
<v Speaker 1>communications technology and to boost their E skills end quote.

0:30:23.200 --> 0:30:26.240
<v Speaker 1>They also call for a system to monitor job trends

0:30:26.320 --> 0:30:30.120
<v Speaker 1>to see where jobs are disappearing due to automation, where

0:30:30.200 --> 0:30:34.800
<v Speaker 1>jobs are being created because of robotics, and to stay

0:30:34.840 --> 0:30:37.360
<v Speaker 1>ahead of that to say, well, we see where things

0:30:37.360 --> 0:30:40.840
<v Speaker 1>are going, so we know what to stress to people

0:30:40.880 --> 0:30:44.440
<v Speaker 1>who are in school, like what areas of opportunity are there,

0:30:44.480 --> 0:30:48.000
<v Speaker 1>so that people will go into those areas one to

0:30:48.080 --> 0:30:52.000
<v Speaker 1>meet the demand that's going to be created, and to

0:30:52.000 --> 0:30:56.120
<v Speaker 1>to avoid going into fields that would largely be obsolete,

0:30:56.360 --> 0:30:59.240
<v Speaker 1>meaning that they would have difficulty finding work after they

0:30:59.480 --> 0:31:03.920
<v Speaker 1>came out of the education system, and maybe that the

0:31:04.000 --> 0:31:08.400
<v Speaker 1>EU should introduce corporate reporting requirements on the extent and

0:31:08.440 --> 0:31:11.680
<v Speaker 1>proportion of the contribution of robotics and AI to the

0:31:11.680 --> 0:31:15.840
<v Speaker 1>economic results of a company for the purpose of taxation

0:31:16.200 --> 0:31:21.640
<v Speaker 1>and social security contributions. So not only does this report

0:31:21.680 --> 0:31:27.200
<v Speaker 1>suggest that employers could quote unquote pay robots, although again

0:31:27.240 --> 0:31:29.560
<v Speaker 1>that would be to put money aside in the event

0:31:29.680 --> 0:31:32.760
<v Speaker 1>that something were to go catastrophically wrong with that robot,

0:31:33.480 --> 0:31:36.920
<v Speaker 1>but that the robots would also have to pay into

0:31:36.920 --> 0:31:40.760
<v Speaker 1>the social security system, or rather the company's employing those

0:31:40.880 --> 0:31:45.240
<v Speaker 1>robots would need to And the report is saying that

0:31:45.440 --> 0:31:49.560
<v Speaker 1>if it is a fact that overall we're going to

0:31:49.600 --> 0:31:54.200
<v Speaker 1>see a decrease in employment because of automation, that would

0:31:54.240 --> 0:31:57.440
<v Speaker 1>be really bad. It would have a domino effect ripple

0:31:57.480 --> 0:32:00.560
<v Speaker 1>effect on stuff like Social Security because it depends on

0:32:00.600 --> 0:32:05.440
<v Speaker 1>employment taxes, and without those taxes, systems like Social Security

0:32:05.520 --> 0:32:09.320
<v Speaker 1>would lose funding and people would be and put in

0:32:09.440 --> 0:32:13.360
<v Speaker 1>hardship because of that. So there would need to be

0:32:13.400 --> 0:32:16.840
<v Speaker 1>some sort of tax on robots to help compensate for this,

0:32:17.240 --> 0:32:19.800
<v Speaker 1>to to level out the fact that there would not

0:32:19.800 --> 0:32:25.200
<v Speaker 1>be these employment taxes that employees would typically be UH

0:32:25.440 --> 0:32:28.560
<v Speaker 1>paying for out of their salaries. So the proposal also

0:32:28.600 --> 0:32:32.120
<v Speaker 1>suggests that all members of the EU consider a general

0:32:32.200 --> 0:32:37.560
<v Speaker 1>basic income as a possibility in case this wave of

0:32:37.600 --> 0:32:41.880
<v Speaker 1>automation does take large effect, because otherwise you could have

0:32:42.160 --> 0:32:45.440
<v Speaker 1>a population that's largely out of work and has no

0:32:45.520 --> 0:32:48.120
<v Speaker 1>way of making a living. A general basic income, like

0:32:48.160 --> 0:32:52.000
<v Speaker 1>a guaranteed basic income, would be an amount of money

0:32:52.080 --> 0:32:54.240
<v Speaker 1>that the government would pay out to each and every

0:32:54.280 --> 0:32:58.480
<v Speaker 1>citizen that would be used to cover basic needs. It

0:32:58.520 --> 0:33:00.840
<v Speaker 1>would not prevent people from going out and getting a

0:33:00.960 --> 0:33:04.120
<v Speaker 1>job and earning more income that they could do if

0:33:04.200 --> 0:33:07.800
<v Speaker 1>they wanted to live above the basic line that had

0:33:07.840 --> 0:33:11.160
<v Speaker 1>been set by whatever the basic income amount was. But

0:33:11.200 --> 0:33:13.240
<v Speaker 1>the idea would be that the basic income would would

0:33:13.240 --> 0:33:17.760
<v Speaker 1>cover your your most important needs like a place to sleep, food,

0:33:18.200 --> 0:33:20.760
<v Speaker 1>that kind of stuff. The proposal also lays out some

0:33:20.760 --> 0:33:24.959
<v Speaker 1>guidelines for licenses. One set that would be meant for

0:33:25.480 --> 0:33:28.760
<v Speaker 1>designers of these robots, one set that would meant be

0:33:28.840 --> 0:33:32.360
<v Speaker 1>meant for the users of the robots. UH. They do

0:33:32.520 --> 0:33:37.000
<v Speaker 1>have a few interesting examples in the report. There's actually

0:33:37.040 --> 0:33:38.920
<v Speaker 1>quite a few examples, but some of the fun ones

0:33:38.920 --> 0:33:42.920
<v Speaker 1>like under designers there's UH integrate opt out mechanisms like

0:33:43.120 --> 0:33:47.240
<v Speaker 1>kill switches consistent with design objectives. Make sure your robot

0:33:47.320 --> 0:33:50.600
<v Speaker 1>is going to operate in a legal way, so you know,

0:33:50.880 --> 0:33:54.120
<v Speaker 1>don't go making a gangster bot that would be dumb.

0:33:54.960 --> 0:33:57.800
<v Speaker 1>Be transparent in the way that the robot is programmed,

0:33:57.840 --> 0:34:00.960
<v Speaker 1>as well as the predictability of its robotic behavior so

0:34:01.000 --> 0:34:04.280
<v Speaker 1>people know what to expect when they use it. Develop

0:34:04.560 --> 0:34:07.520
<v Speaker 1>tracing tools during the development stages so that when a

0:34:07.600 --> 0:34:10.200
<v Speaker 1>robot behaves a particular way, it can be traced back

0:34:10.239 --> 0:34:13.520
<v Speaker 1>to the design of the robot, and doing that would

0:34:13.520 --> 0:34:16.920
<v Speaker 1>help other designers either incorporate good design elements into their

0:34:16.920 --> 0:34:22.040
<v Speaker 1>approach or avoid designs that lead to you know, the

0:34:22.440 --> 0:34:26.120
<v Speaker 1>crazy Viking robots that go on rampages in Northern Europe.

0:34:26.520 --> 0:34:29.280
<v Speaker 1>Make sure that the robots are identifiable as robots as well.

0:34:29.640 --> 0:34:31.719
<v Speaker 1>That was a big one they said that should be

0:34:31.800 --> 0:34:34.560
<v Speaker 1>part of it. People should know when they're looking at

0:34:34.560 --> 0:34:37.640
<v Speaker 1>a robot that it is in fact a robot. Then

0:34:37.719 --> 0:34:40.360
<v Speaker 1>for users, some of the things that were in the

0:34:40.400 --> 0:34:45.160
<v Speaker 1>licenses included respect human physical and emotional frailty, so you

0:34:45.200 --> 0:34:51.360
<v Speaker 1>should not have you know, robots employed as as strike breakers.

0:34:52.040 --> 0:34:55.640
<v Speaker 1>You should respect other people's privacy, which includes turning off

0:34:55.680 --> 0:34:58.719
<v Speaker 1>a robots video recording equipment if the situation warrants it,

0:34:59.440 --> 0:35:05.440
<v Speaker 1>and not to weaponize robots, which seems pretty you know, straightforward. Now,

0:35:05.560 --> 0:35:08.200
<v Speaker 1>this was just a proposal, and it's still something that

0:35:08.320 --> 0:35:13.080
<v Speaker 1>is being debated. In the European Union. There has undergone

0:35:13.640 --> 0:35:16.799
<v Speaker 1>rewrites and tweaks since it was first proposed a couple

0:35:16.800 --> 0:35:20.280
<v Speaker 1>of years ago, and in the EU there are still

0:35:20.600 --> 0:35:24.680
<v Speaker 1>discussions that are happening happening regularly about you know, what,

0:35:24.760 --> 0:35:29.160
<v Speaker 1>if anything, should the EU do about the development of

0:35:29.200 --> 0:35:33.400
<v Speaker 1>machine learning, artificial intelligence and automation, and what are the

0:35:33.440 --> 0:35:36.120
<v Speaker 1>best courses of action. I think the report was a

0:35:36.120 --> 0:35:39.920
<v Speaker 1>particularly interesting proposal. I think it had a lot of

0:35:40.040 --> 0:35:43.080
<v Speaker 1>very ambitious parts to it. I don't know that all

0:35:43.120 --> 0:35:46.440
<v Speaker 1>of them were even remotely realistic. Some of them certainly,

0:35:46.560 --> 0:35:49.239
<v Speaker 1>but I don't know about all of them. But I

0:35:49.680 --> 0:35:51.759
<v Speaker 1>thought that the most important thing was that it would

0:35:51.800 --> 0:35:55.280
<v Speaker 1>get people talking. The problem is we're still talking because

0:35:55.480 --> 0:35:59.560
<v Speaker 1>it's a complicated thing to think about and it requires

0:35:59.600 --> 0:36:05.120
<v Speaker 1>a lot of subtle decision making that it's just not

0:36:05.200 --> 0:36:11.799
<v Speaker 1>easy to do. It requires very careful consideration, and things

0:36:11.840 --> 0:36:15.000
<v Speaker 1>are changing so quickly that it can be difficult to

0:36:15.640 --> 0:36:18.480
<v Speaker 1>even get a handle on what's happening right now, let

0:36:18.520 --> 0:36:23.120
<v Speaker 1>alone figure out what might happen in ten years. It

0:36:23.200 --> 0:36:25.840
<v Speaker 1>does not change the fact that we need to consider

0:36:25.920 --> 0:36:29.480
<v Speaker 1>these things and to come up with some solutions. They

0:36:29.560 --> 0:36:32.839
<v Speaker 1>might not require granting personhood to robots. That might be

0:36:33.080 --> 0:36:36.839
<v Speaker 1>a step too far, but it would be really good

0:36:36.880 --> 0:36:40.680
<v Speaker 1>to get a stronger handle on what is coming down

0:36:40.840 --> 0:36:44.719
<v Speaker 1>the pipeline so that we're not blindsided by it and

0:36:44.840 --> 0:36:47.800
<v Speaker 1>we can limit the negative impact, if any, that it

0:36:47.840 --> 0:36:50.799
<v Speaker 1>would have on people in general. And I just think

0:36:50.800 --> 0:36:53.719
<v Speaker 1>it's fascinating this idea that we are really having these

0:36:53.719 --> 0:36:59.040
<v Speaker 1>conversations about how do we go forward as automation and

0:36:59.160 --> 0:37:02.680
<v Speaker 1>AI and machine learning become more and more part of

0:37:02.760 --> 0:37:05.880
<v Speaker 1>our lives, even if it's not in ways we directly

0:37:05.960 --> 0:37:08.719
<v Speaker 1>observe on a day to day basis. That wraps up

0:37:08.760 --> 0:37:11.120
<v Speaker 1>this episode. Like I said, pretty soon, I'm gonna do

0:37:11.239 --> 0:37:16.120
<v Speaker 1>a suite on autonomous cars and talk about their development

0:37:16.200 --> 0:37:19.919
<v Speaker 1>and the technology behind them, the ethical issues there. We'll

0:37:19.920 --> 0:37:22.640
<v Speaker 1>get into the trolley problem. It's one of my favorite

0:37:22.680 --> 0:37:26.680
<v Speaker 1>logical problems or ethical problems to discuss. I talked about

0:37:26.719 --> 0:37:29.320
<v Speaker 1>a little bit recently. We'll get into more detail about

0:37:29.400 --> 0:37:32.279
<v Speaker 1>that because people are having to talk about it now

0:37:32.760 --> 0:37:36.560
<v Speaker 1>and it's it's potentially scary stuff but also really fascinating.

0:37:36.840 --> 0:37:39.600
<v Speaker 1>If you guys have any suggestions for future episodes of

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<v Speaker 1>ways to contact me there. I look forward to hearing

0:37:53.680 --> 0:37:55.560
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