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Reskilling China Transforming the world s largest workforce into lifelong learners January 2021 McKinsey Global Institute Since its founding in 1990, the McKinsey Global Institute (MGI) has sought to develop a deeper understanding of the evolving global economy. As the business and economics research arm of McKinsey & Company, MGI aims to help leaders in the commercial, public, and social sectors understand trends and forces shaping the global economy. MGI research combines the disciplines of ec McKinsey , workforce to be lifelong , china could have access , shift to different skills , people according to government , technology during the school , high value of social , percent of the average , students is the high , changes to these systems , companies on a national , percent of the figure , servi 31-Jan-2021 auto-generated

In collaboration with the University of Oxford Future Series: Cybersecurity, emerging technology and systemic risk I N S I G H T R E P O R T N O V E M B E R 2 0 2 0 In collaboration with the University of Oxford Future Series: Cybersecurity, emerging technology and systemic risk The Future Series report was a joint venture between the World Economic Forum and the University of Oxford. It was designed to convene a range of experts in the field to discuss and research the issues arising from criti WEF , technologies have the potential , conclusion of the future , actors in the digital , cryptography to the organization , risks it could create , ecosystem will be increasingly , ecosystem that are critical , integrity of the identity , systems to new attack , information on the threats , models as 1-Feb-2021 auto-generated

The Global Competitiveness Report 2015 2016 Insight ReportKlaus Schwab, World Economic Forum 2015 World Economic Forum Insight Report The Global Competitiveness Report 2015 2016 Professor Klaus Schwab World Economic Forum Editor Professor Xavier Sala-i-Mart n Columbia University Chief Advisor of The Global Competitiveness Report 2015 World Economic Forum The Global Competitiveness Report 2015 2016: Full Data Edition is published by the World Economic Forum within the framework of the Global Comp WEF , rank is a result , places in the labor , performance within each region , economies in the region , country s own capacity , capacity of its financial , weights for each year , country becomes more competitive , weight on the year , quality of the basic , africa s most competitive , question i in 1-Feb-2021 auto-generated

The E15 Initiative: Strengthening the Global Trade and Investment System in the 21st Century Ricardo Mel ndez-Ortiz, Chief Executive, ICTSD Richard Samans, Member of the Managing Board, World Economic Forum EThe 15Initiative STRENGTHENING THE GLOBAL TRADE AND INVESTMENT SYSTEM FOR SUSTAINABLE DEVELOPMENT Contents Synthesis Report 1. Executive Summary 2. Introduction 3. Boosting Global Growth And Employment 4. Reducing Commercial Frictions And Investment Uncertainty 5. Accelerating Sustainable De WEF , access for all ldcs , years of this century , initiatives and the important , summary to help level , business in the wto , agreements through a model , report on the progress , partnership between the food , countries in the multilateral , development of a model , markets from other developing , 1-Feb-2021 auto-generated

THE WORLD ECONOMIC FORUM A Partner in Shaping History 1971 2020 Until one is committed, there is hesitancy, the chance to draw back, always ineffective, concerning all acts of initia- tive (and creation). There is one elementary truth the igno- rance of which kills countless ideas and splendid plans: that the moment one definitely commits oneself, then providence moves too. All sorts of things occur to help one that would never otherwise have occurred. A whole stream of events issues from the de WEF , idea of the trade , board of the swiss , washington dc the group , bank of new york , work in the years , participants that his country , markets in many countries , report on the competitiveness , technology and in cooperation , relations of the commission , home the un global , countries and ano 5-May-2021 auto-generated

Desouza, KC http: www.kevindesouza.net Kevin C. Desouza Email: kev.desouza@gmail.com Web: http: www.kevindesouza.net Kevin C. Desouza is a Foundation Professor at Arizona State University. He served as the inaugural Associate Dean for Research for the College of Public Service & Community Solutions from 2012-2016. He is a Nonresident Senior Fellow in the Governance Studies Program at the Brookings Institution. Immediately prior to joining ASU, he directed the Metropolitan Institute in the Colleg Brookings , proceedings of the workshops , technologies and the future , fellow in the governance , conference of the american , conference of the harvard , center for the future , ideas within the public , platforms with a public , school for the future , member of the center , proceedings of the internation 27-Oct-2021 auto-generated

Curriculum Vitae David Cristian Morar www.davidmorar.com Address: Washington, DC, United States of America davidcristianmorar@gmail.com / morar@me.com EDUCATION George Mason University, Schar School of Policy and Government, Fairfax, VA, USA Ph.D. in Public Policy, August 2018 Presidential Scholarship- prestigious, competitive university-wide scholarship, 3 years in a row Areas: Internet and Emerging Tech Governance, Private and Global Governance, Privacy Relevant Coursework: Global Governance o Brookings , university of new york , assistant in a research , community of the internet , parties and the european , vitae david cristian morar , robert w. graham endowed , curriculum vitae david cristian , graham endowed fellowship , vitae david cristian , research interests technology policy , david morar 27-Oct-2021 auto-generated

Building and Auditing Fair Algorithms: A Case Study in Candidate Screening Christo Wilson Northeastern University cbw@ccs.neu.edu Alan Mislove Northeastern University amislove@ccs.neu.edu Avijit Ghosh Northeastern University avijit@ccs.neu.edu Lewis Baker pymetrics, inc. lewis@pymetrics.com Shan Jiang Northeastern University sjiang@ccs.neu.edu Janelle Szary pymetrics, inc. janelle@pymetrics.com Kelly Trindel pymetrics, inc. kelly@pymetrics.com Frida Polli pymetrics, inc. frida.polli@pymetrics.co Brookings , code for their candidate , groups being the eeoc , discrimination that may impact , group had corresponding demographic , candidates to their clients , process and no model , data from these games , data from four clients , model for given client , pymetrics than to clients , impact on the fairnes 27-Oct-2021 auto-generated

CURRICULUM VITAE CAMERON F. KERRY linkedin.com/in/cameronkerry www.brookings.edu/experts/kerryc Twitter: @Cam_Kerry Office Address: The Brookings Institution 1775 Massachusetts Avenue, NW Washington, DC 20036 ckerry@brookings.edu +1(202) 797-7782 PROFESSIONAL BACKGROUND Ann R. and Andrew H. Tisch Distinguished Visiting Fellow, Governance Studies, Center for Technology Innovation, The Brookings Institution, Washington, DC. December 2013 to present. Research, public speaking, and programs on publ Brookings , perspectives from the administration , age of the internet , commission s on safe , governance and the digital , administration and the federal , college and the federal , union and the united , law in the obama , justice of the european , court for the district , technology in the age , security 27-Oct-2021 auto-generated

D N A L A C I G O L O H C Y S P S E C N E I C S E V I T I N G O C Estimating the deep replicability of scienti c ndings using human and arti cial intelligence Yang Yanga,b,1, Wu Youyoua,b,1, and Brian Uzzia,b,2 aNorthwestern University Institute on Complex Systems, Evanston, IL 60208; and bKellogg School of Management, Northwestern University, Evanston, IL 60208 Edited by Kenneth W. Wachter, University of California, Berkeley, CA, and approved March 26, 2020 (received for review May 31, 2019) Re Brookings , metrics into one model , predictions of a study , word in a paper , studies in the rpp , accuracy of different methods , accuracy of the machine , papers for the reviewer , model s overall accuracy , tests of our machine , tests are the papers , scores of the model , model on a paper , machine lea 27-Oct-2021 auto-generated

Outlining Traceability: A Principle for Operationalizing Accountability in Computing Systems Joshua A. Kroll jkroll@nps.edu Naval Postgraduate School Monterey, CA 1 2 0 2 n a J 3 2 ] Y C . s c [ 1 v 5 8 3 9 0 . 1 0 1 2 : v i X r a ABSTRACT Accountability is widely understood as a goal for well governed computer systems, and is a sought-after value in many governance contexts. But how can it be achieved? Recent work on standards for governable arti cial intelligence systems o ers a related prin- Brookings , policy and ai ethics , operation of a computer , framework for the principle , work in an automated , requirement for the responsible , responsible use of software , report from a federal , requires not only transparency , systems must keep records , intelligence by the department , understanding 27-Oct-2021 auto-generated