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CSPAN2 Michael Kearns Aaron Roth The Ethical Algorithm July 13, 2024

Own work when the subject of algorithmic fairness for privacy is not frontpage news. Today we are going to speak to the two leading lights in area they will help us understand what the state of the art is that what the state of the art will be going forward. With that i think we will welcome professor Michael Kearns first to the stage. Is that right . Great. Michael and erin, welcome to the stage. [applause] ok, good morning. Thanks to everyone for coming. My name is Michael Kearns and with my close friend and colleague aaron roth we have coauthored a book, a general artist book called the ethical algorithm whose who subtitle e site of socially aware outcome design. We want to do for roughly half an hour so is just take you a high level to what some of the major themes of the book are and then well open it up as jeff said to q a. I think many, many people and certainly this a ....

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DW Eco July 4, 2024

Am under 3 know do and today on equal off because were going to be looking at the topic. But hes very close to my house function and to mine, to sandra as he can see. So weve been looking into what happens to all the use clothes, especially the 1000 pounds of sheep flush and thats of thrown away each week. I am prison legs as this is what else weve got for you today. All the show. The re discovery of the miracle plans can ask the fossil tell role material a surprising solution to the waste from to the shows fully oil habits and the high tech ways in which soft oper guys, protective hundreds of shots species recycling clouds is big business. As most people get used to changing the loop often as well, the problem with these cheap fost flushing is that it is often so poorly made that it cannot be reused. What takes the trade desk and gone the millions of old clothes, impulsive from lily. Western countries are often more rocks then reaches almost comp gets thrown away, which is close enoug ....

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DW Eco July 4, 2024

Do and today on equal off because were going to be looking at the topic that hes very close to my house function and to mine, to sandra as he can see. So weve been looking into what happens to all the use clothes, especially the 1000 pounds of ship flushing. Thats a threat of weight each week. I am present lives as this is what else weve got for you today. Of the show. The re discovery of the miracle plants can ask the fossil tell role material a surprising solution to the waste from to the shows fully oil. How best and the high tech ways, in which salt oper guys protected . Hundreds of shots species. Recycling clouds is big business, as most people get used to changing the loop often as well. The problem with these cheap fost flushing is that it is often so poorly made that it cannot be reused. What takes the trade desk and gone off, but millions of old clothes and pull to milly. Western countries are often more rock, some reaches almost cob, gets thrown away, which is close enough la ....

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DW Business July 4, 2024

The gymnast leak for the, for the any fiber. Its also a champion product because cutting needs a lot of toxic pesticides and low to take care of him can produce 2 and a half times more fibers in the heck the cuts. And it can grow up to 5 meters within just 3 to 5 months. 10 fiber is not the better for the environment, but its trunk fibers also make longer lasting tech steps. Lets go to less fertilizer, less than did not pesticides, but stronger and less thing fibers. But theres a catch. If you want to be successful implementing a m fiber into the textile industry, we have to modify him fiber to the existing fixed field machinery because all the way around its not going to happen because the assessments to do so. I used to hi, thanks to the patience the textile industry has been facing. Companies and researchers have been trying to find out and that now using enzymes or mechanical processes, they have found environmental ways to customize and integrate him fibers into their existing pro ....

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DW Eco July 4, 2024

Why i am sandra, 3 know, do and today on equal off because were going to be looking at the topic, but hes very close to my house function. And to mine, to sandra, as you can see. So weve been looking into what happens to all the use of fluids, especially the 1000 pounds of ship flushing. Thats a threat of weight each week. I am present lives as this is what else weve got for you today. All the show. The read discovery of the miracle plans kemp, us of fossil ssl role materials. A surprising solution to the waste from to the shows fully oil how best and the high tech ways in which soft offer guides protective hundreds of shots species recycling clouds is big business, as most people get used to changing the loop. Often, one problem with these cheap fost flushing is that it is often so poorly made that it cannot be reused. What takes the trade desk and gone off, but millions of old clothes, impulsive from lily. Western countries are often more rocks then reaches. Almost top gets thrown aw ....

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