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White Paper Global Lighthouse Network: Insights from the Forefront of the Fourth Industrial Revolution In collaboration with McKinsey & Company December 2019 World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 2744 Email: contact@weforum.org www.weforum.org 2019 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and reco McKinsey , technologies across its manufacturing , technologies throughout their production , teams with an agile , platform across all systems , electric s nine smart , companies in the global , plants in their manufacturing , development and new production , otosan s whole organization , automation in its 31-Jan-2021 auto-generated

32520 Federal Register / Vol. 84, No. 130 / Monday, July 8, 2019 / Rules and Regulations ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 60 [EPA HQ OAR 2017 0355: FRL 9995 70 OAR] RIN 2060 AT67 Repeal of the Clean Power Plan; Emission Guidelines for Greenhouse Gas Emissions From Existing Electric Utility Generating Units; Revisions to Emission Guidelines Implementing Regulations AGENCY: Environmental Protection Agency (EPA). ACTION: Final rule. SUMMARY: The U.S. Environmental Protection Agency (EPA) IHS Markit , pollutant for that rule , emissions of any pollutants , benefits in the ria , state considers the remaining , act on the submission , facilities at a plant , facilities at different plants , electric and the sip , provide for a source , ace is any fossil , provisions under this section , considera 31-Jan-2021 auto-generated

Industry Agenda Industrial Internet of Things: Unleashing the Potential of Connected Products and Services In collaboration with Accenture January 2015 Contents Executive summary General findings 2.1 The state of the market 2.2 The four phases of the Industrial Internet evolution 2.3 Key near-term opportunities and benefits 2.4 Major challenges and risks Convergence on the outcome economy 3 7 7 8 9 10 12 3.1 From connected products to software-driven services 12 3.2 The emergence of the outcome WEF , economy in the outcome , projects that the business , ecosystems and overall economic , opportunities of the industrial , work what new business , internet of everything solution , product or the business , internet will also create , internet among the general , impact of the industrial , develop 1-Feb-2021 auto-generated

In collaboration with McGill University Shaping the Future of the Internet of Bodies: New challenges of technology governance B R I E F I N G P A P E R J U L Y 2 0 2 0 Cover: Unsplash/Umberto Contents Foreword Executive summary 1 Part One: The internet of bodies is here 1.1 Range and categories of technologies 1.2 Data-enabled social benefits 1.3 Risks associated with the internet of bodies 2 Part Two: Governance of internet of bodies data 2.1 Data regulatory landscape in the US and EU 2.2 New g WEF , governance of the iob , commission and the consumer , policy for the protection , fellow at the world , policy such as health , fellow to the world , privacy in the electronic , foreword as new technologies , information such as medical , centre for the fourth , health of an individual , privacy o 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 Cybersecurity Guide for Leaders in Today s Digital WorldShaping the Future of Cybersecurity and Digital TrustOctober 2019 World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 2744 Email: contact@weforum.org www.weforum.org 2019 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information sto WEF , threats and best practices , resilience in the digital , cybersecurity and our partners , executives within the organization , crisis if the organization , access to an organization , usa from the world , leader needs to develop , risks in their organization , risk to your organization , risks ass 2-Feb-2021 auto-generated

Centre for the Fourth Industrial Revolution Responsible Limits on Facial Recognition Use Case: Flow Management Part II Pilot phase: Self assessment, the audit management system and certification W H I T E P A P E R D E C E M B E R 2 0 2 0 Contents Foreword Preface Introduction Methodology 1. Test of the assessment questionnaire by Narita International Airport 1.1 General framework and objective 1.2 Case study: One ID programme at Narita International Airport, Japan 2. An audit framework to valid WEF , ensure that the system , information about the certification , recognition is a biometric , processes of an audit , design of the information , government use of frt , processes while the system , ensure that their systems , implementation of the facial , management with the principles , case and 2-Feb-2021 auto-generated

In Collaboration with Deloitte Global Technology Governance Report 2021: Harnessing Fourth Industrial Revolution Technologies in a COVID-19 World I N S I G H T R E P O R T D E C E M B E R 2 0 2 0 Contents Foreword Executive Summary Introduction 1 Cross-cutting technology governance gaps 1.1 Limited or lack of regulation 1.2 Adverse effects of technology through misuse or unintended use 1.3 Liability and accountability of the technology 1.4 Privacy and data sharing 1.5 Cyber and other security co WEF , icao also provides guidance , countries and their financial , frameworks new and emerging , cryptocurrency around the world , drone use during social , services in other countries , regulation for the age , technologies during the pandemic , drones and the internet , initiative at the government , 2-Feb-2021 auto-generated

Fourth Industrial Revolution for the Earth Series Building Block(chain)s for a Better Planet In collaboration with PwC and Stanford Woods Institute for the Environment September 2018 Building Block(chain)s for a Better Planet is published by the World Economic Forum System Initiative on Shaping the Future of Environment and Natural Resource Security in partnership with PwC and the Stanford Woods Institute for the Environment. It was made possible with funding from the MAVA Foundation. It forms p WEF , ledger of all transactions , contracts on a blockchain , solutions for the environment , amazon third way initiative , blockchains can be public , asset to a blockchain , networks in the technology , impact on the energy , blockchain at an international , sources around the world , data for the le 2-Feb-2021 auto-generated

Future of Digital Economy and Society System Initiative Cyber Resilience Playbook for Public- Private Collaboration In collaboration with The Boston Consulting Group January 2018 Contents Preface 1. Introduction 2. Using the Playbook for Public-Private Collaboration 3. Reference architecture for public-private collaboration 4. Policy models 4.1 Zero-days 4.2 Vulnerability liability 4.3 Attribution 4.4 Research, data, and intelligence sharing 4.5 Botnet disruption 4.6 Monitoring 4.7 Assigning nat WEF , model as more companies , state of the active , capabilities to the private , privacy should be limited , choices on five key , privacy will be limited , companies in the private , user and a technology , privacy and the limited , defence in most cases , sharing between the public , risks associat 2-Feb-2021 auto-generated

Facilitation 2.0 Trade and Investment in the Digital Age I N S I G H T R E P O R T O C T O B E R 2 0 2 0 Contents Preface Foreword Executive summary Background and context 1 Electronic Transactions Act 1.1 Context 1.2 Insights 1.3 Next steps 2 Digital payments 2.1 Context 2.2 Insights 2.3 Next steps 3 Digital FDI 3.1 Context 3.2 Insights 3.3 Next steps Conclusion Contributors Endnotes 4 5 6 8 9 9 10 12 14 14 14 19 23 23 24 29 31 32 33 2020 World Economic Forum. All rights reserved. No part of th WEF , trade is an important , support from the business , payments can help countries , online to use digital , infrastructure through the national , tfa through the global , important in the papua , national or a cross-border , support from the government , state of the world , settlements and the worl 2-Feb-2021 auto-generated

Safe Drive Initiative: Creating safe autonomous vehicle policy C O M M U N I T Y P A P E R O C T O B E R 2 0 2 0 3 4 6 6 6 7 7 7 9 9 10 10 12 13 13 14 14 15 16 16 17 18 19 20 Contents Preface 1 Executive summary 2 Key terminology 2.1 Defining verification methods 2.2 Other reference terms 3 Motivation 3.1 State of the industry 3.2 Current state of autonomous vehicle policy initiatives Technical standards International validation initiatives 4 AV policy case studies 4.1 USA self-certification Cas WEF , approach to av testing , vehicles when the technology , safety for all road , testing in the state , approach to av policy , odd within the regulator , singapore these three case , safety of the public , vehicles on uk roads , avs within an odd , safe for the public , development of av policy , av 2-Feb-2021 auto-generated

In collaboration with Mitsubishi Chemical Holdings Corporation Chatbots RESET A Framework for Governing Responsible Use of Conversational AI in Healthcare D E C E M B E R 2 0 2 0 Contents Forewords Executive Summary 1 Chatbots in Healthcare 2 The Chatbots RESET Project 3 Applications of Chatbots in Healthcare Adoption of chatbots during COVID-19 and beyond Governance gaps 4 The Chatbots RESET Framework Types of stakeholders Stages of the use of chatbots in healthcare Types of chatbots 5 Chatbots WEF , provide for the human , code for an action , principles in various stages , actions for each principle , regulators need to develop , actions from the framework , actions of the framework , principles for the framework , actions in this framework , actions and the responsible , chatbots into four 2-Feb-2021 auto-generated

United States Government Accountability Office Report to Congressional Requesters 2017 HURRICANE SEASON Federal Support for Electricity Grid Restoration in the U.S. Virgin Islands and Puerto Rico April 2019 GAO-19-296 April 2019 2017 HURRICANE SEASON Federal Support for Electricity Grid Restoration in the U.S. Virgin Islands and Puerto Rico What GAO Found Federal agencies supported efforts to restore electricity in the U.S. Virgin Islands (USVI) and Puerto Rico through the types of support they IHS Markit , power had been restored , season and the factors , electricity had been restored , agency for the energy , efforts in the energy , accountability of the federal , services such as power , support to help restore , power to be restored , page of this report , work through a fema , governments follo 21-Apr-2021 auto-generated

SOLVING THE CLIMATE CRISIS The Congressional Action Plan for a Clean Energy Economy and a Healthy, Resilient, and Just America Majority Sta(cid:126) Report SOLVING THE CLIMATE CRISIS The Congressional Action Plan for a Clean Energy Economy and a Healthy, Resilient, and Just America SELECT COMMITTEE ON THE CLIMATE CRISIS MAJORITY STAFF REPORT 116TH CONGRESS PREPARED BY MAJORITY COMMITTEE STAFF PURSUANT TO H.RES.6 DEMOCRATIC MEMBERS OF THE SELECT COMMITTEE Rep. Kathy Castor (D-FL), Chair Rep. Ben IHS Markit , make new and existing , investments in new generation , crisis in a resolution , assistance from the department , program so that tva , decarbonization of the economy , benefits of the renewable , benefits of zero emission , utilities about the risks , solutions such as distributed , power to help 22-Apr-2021 auto-generated

In collaboration with Israel Innovation Authority Autonomous Vehicle Policy Framework: Selected National and Jurisdictional Policy Efforts to Guide Safe AV Development 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 Contents Foreword Miri Regev, Member of the Knesset, Minister of Transport and Road Safety of Israel Preface Ami Appelbaum, Chief Scientist, Ministry of Economy and Industry of Israel, and Chairman of the Board, Israel Innovation Authority, and Murat S nmez, Managing Director, Head WEF , information in the application , risks to other road , driver the av tester , part in the trial , control to the driver , automation of the ads , avs as a service , testing without a human , includes not only safety , objects on the road , plan to the california , transportation in the office , ap 5-May-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

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