A cleaning lady for 2 or 3 euros a day she could no longer pay for her Daughters School books or the school bus here a family without a man is also shunned socially. Well monkeys and. People always think that because i dont have a father or a brother i went to achieve anything. They think i wont learn anything ok at anywhere in life. But ill show them them and then theyll marvel in amazement. Assad lives on the outskirts of. It takes her one and a half hours to get to work every day still shes thankful because unlike her schooling her job training wont and for lack of money. She can take the bus for free because her employer has worked out an arrangement with the city. The am that. 12 young women are in group none of them has had it easy some are divorced others are single mothers or former maid servants theyre all women whose lives dont conform to the strict moral codes of moroccan society. But now theyre all doing an apprenticeship at a mob among is the arabic word for hope and here
A cleaning lady for 2 or 3 euros a day she could no longer pay for her Daughters School books or the school bus here a family without a man is also shunned socially. Well monkeys and. People always think that because i dont have a father or a brother i wont achieve anything. They think i wont learn anything ok at anywhere in life. But ill show them them and then theyll marvel in amazement. Assad lives on the outskirts of. It takes her one and a half hours to get to work every day still shes thankful because unlike her schooling or her job training wont end for lack of money. She can take the bus for free because her employer has worked out an arrangement with the city. The am that. 12 young women are in fatness group none of them has had it easy some are divorced others are single mothers or former maid servants theyre all women whose lives dont conform to the strict moral codes of moroccan society. But now theyre all doing an apprenticeship at a mob of amal is the arabic word for hope
Welcome. Welcome to the Keystone Strategy transformative ideas lectureseries. Were lucky today to be hosted with cspan2. A couple housekeeping notes. When we get to q a there are microphones so raise your hand and the microphone will come to you and then the questions will be captured. So today we are extremely lucky to have Michael Behrens and erin ross, both from the university of pennsylvania here to talk about their book the ethical algorithm. I think a day does not go by in the news or otherwise or in our own work when the subject of algorithmic fairness or privacy is not frontpage news. Today were going to the two leading lights in that area and theyre going to help us understand what the stateoftheart is now and what the stateoftheart 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. Okay, good morning. Thanks to everyone for coming. My name is michaelkearns and with
Everyone for joining us for our first Small Business committee during a 2020. I want to especially thank the witnesses for taking the time to travel across the country to take time away from their businesses in some instance you have this important discussion. As is the case with these hearings, there will be members coming and going forward, or overlapping hearings and other committees so you will see some folks come and go through out and ask questions, so we just ask for your patients in bearing with that as well for. Farming and agricultural are at the heart of strong economies around the country. Investing in agriculture is crucial to ensure that our communities will thrive. Coming from colorado, i understand the importance that farming and agriculture have on our states way of life and economic wellbeing. Nearly half of colorado 66 million acres are dedicated to over 30,000 farms and ranches. Many of these are small, locally owned operations. Colorado is a leading producer of cat
Some instance you have this important discussion. As is the case with these hearings, there will be members coming and going forward, or overlapping hearings and other committees so you will see some folks come and go through out and ask questions, so we just ask for your patients in bearing with that as well for. Farming and agricultural are at the heart of strong economies around the country. Investing in agriculture is crucial to ensure that our communities will thrive. Coming from colorado, i understand the importance that farming and agriculture have on our states way of life and economic wellbeing. Nearly half of colorado 66 million acres are dedicated to over 30,000 farms and ranches. Many of these are small, locally owned operations. Colorado is a leading producer of cattle, corn, wheat and dairy, and the small farms for everything from bison to auspice and growing grapes and mushrooms, to name a few. In the 24 Century Technology innovation or changing everyday life. Its a drin