Transparency As a Key Element in Accountability in Non-Profit Organizations
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Dan Calacci E15-384A MIT Media Lab 75 Amherst St
Support for SB.1876 & H.2701: a crucial step in ensuring fair future governance in the commonwealth. 1 October, 2019 Dan Calacci E15-384a MIT Media Lab 75 Amherst St. Cambridge, MA 02139 Dear Senator Pacheco, Representative Gregoire, and members of the Committee: I’m writing in strong support of S.1876 and H.2701, An Act Establishing A Commission On Transparency And Use of Artificial Intelligence In Government Decision-Making and An Act Establishing A Commission On Automated Decision- Making, Artificial Intelligence, Transparency, Fairness, And Individual Rights. To shape the future of how we use artificial intelligence and other technologies in governance, we need to understand how they are being used in governing systems right now. This legislation will provide a desperately needed avenue for policymakers, researchers, and the public to understand how algorithms and artificial intelligence are impacting government decision-making and constituents. As a doctoral researcher studying data governance and machine learning at MIT, I have experience working with AI tools and reasoning about fairness and ethics in how they are used. My research experience includes developing cutting-edge machine learning systems, designing smartphone apps that use AI to better understand and prevent chronic disease, measuring segregation in cities using machine learning and big data, and writing about the ethics of collecting large amounts of data about citizen’s behavior, such as their location history, for use in governance. I have had the opportunity to present work on these topics at international conferences on machine learning, social science, and data ethics. My unique research experience has given me expertise on the implications of using algorithms in governance, including its promises and pitfalls, how data is collected from the public to fuel these algorithms, and how these algorithms function. -
The Fundamental Articles of I.AM Cyborg Law
Beijing Law Review, 2020, 11, 911-946 https://www.scirp.org/journal/blr ISSN Online: 2159-4635 ISSN Print: 2159-4627 The Fundamental Articles of I.AM Cyborg Law Stephen Castell CASTELL Consulting, Witham, UK How to cite this paper: Castell, S. (2020). Abstract The Fundamental Articles of I.AM Cyborg Law. Beijing Law Review, 11, 911-946. Author Isaac Asimov first fictionally proposed the “Three Laws of Robotics” https://doi.org/10.4236/blr.2020.114055 in 1942. The word “cyborg” appeared in 1960, describing imagined beings with both artificial and biological parts. My own 1973 neologisms, “neural Received: November 2, 2020 plug compatibility”, and “softwiring” predicted the computer software-driven Accepted: December 15, 2020 Published: December 18, 2020 future evolution of man-machine neural interconnection and synthesis. To- day, Human-AI Brain Interface cyborg experiments and “brain-hacking” de- Copyright © 2020 by author(s) and vices are being trialed. The growth also of Artificial Intelligence (AI)-driven Scientific Research Publishing Inc. Data Analytics software and increasing instances of “Government by Algo- This work is licensed under the Creative Commons Attribution International rithm” have revealed these advances as being largely unregulated, with insuf- License (CC BY 4.0). ficient legal frameworks. In a recent article, I noted that, with automation of http://creativecommons.org/licenses/by/4.0/ legal processes and judicial decision-making being increasingly discussed, Open Access RoboJudge has all but already arrived; and I discerned also the cautionary Castell’s Second Dictum: “You cannot construct an algorithm that will relia- bly decide whether or not any algorithm is ethical”. -
What Is Good Governance?
United Nations Economic and Social Commission for Asia and the Pacific What is Good Governance? Introduction institutes, religious leaders, finance institutions political parties, the military etc. The situation in urban areas is much more Recently the terms "governance" and "good complex. Figure 1 provides the governance" are being increasingly used in interconnections between actors involved in development literature. Bad governance is urban governance. At the national level, in being increasingly regarded as one of the addition to the above actors, media, root causes of all evil within our societies. lobbyists, international donors, multi-national Major donors and international financial corporations, etc. may play a role in decision- institutions are increasingly basing their aid making or in influencing the decision-making and loans on the condition that reforms that process. ensure "good governance" are undertaken. All actors other than government and the This article tries to explain, as simply as military are grouped together as part of the possible, what "governance" and "good "civil society." In some countries in addition to governance" means. the civil society, organized crime syndicates also influence decision-making, particularly in Governance urban areas and at the national level. Similarly formal government structures are The concept of "governance" is not new. It is one means by which decisions are arrived at as old as human civilization. Simply put and implemented. At the national level, "governance" means: the process of informal decision-making structures, such as decision-making and the process by "kitchen cabinets" or informal advisors may which decisions are implemented (or not exist. In urban areas, organized crime implemented). -
Global Technology Governance a Multistakeholder Approach
White Paper Global Technology Governance A Multistakeholder Approach In collaboration with Thunderbird School of Global Management and Arizona State University October 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: [email protected] www.weforum.org This white paper has been published by the World Economic Forum as a contribution to a project, © 2019 World Economic Forum. All rights insight area or interaction. The findings, interpretations and conclusions expressed herein are a re- reserved. No part of this publication may be sult of a collaborative process facilitated and endorsed by the World Economic Forum, but whose reproduced or transmitted in any form or by any results do not necessarily represent the views of the World Economic Forum, nor the entirety of its means, including photocopying and recording, or Members, Partners or other stakeholders. by any information storage and retrieval system. Contents Executive summary 4 Introduction 5 Part 1: What is governance and why is it necessary? 6 1.1 Definitions 7 1.2 Technology governance frameworks 8 1.3 The dynamics of emerging technology governance 10 An overview of agile governance 11 Part 2: Sketching the technology governance landscape 12 2.1 An overview of global technology governance in 2019 12 How do research scientists experience the governance of emerging technologies? 14 2.2 Priority cross-cutting issues in technology governance 14 2.2.1 Delivering privacy and security while enabling -
Governance Indicators Can Make Sense: Under-Five Mortality Rates Are an Example Faculty Research Working Paper Series
Governance Indicators Can Make Sense: Under-five Mortality Rates are an Example Faculty Research Working Paper Series Matt Andrews Harvard Kennedy School Roger Hay Jerrett Myers Institute for Government April 2010 RWP10-015 The views expressed in the HKS Faculty Research Working Paper Series are those of the author(s) and do not necessarily reflect those of the John F. Kennedy School of Government or of Harvard University. Faculty Research Working Papers have not undergone formal review and approval. Such papers are included in this series to elicit feedback and to encourage debate on important public policy challenges. Copyright belongs to the author(s). Papers may be downloaded for personal use only. www.hks.harvard.edu GOVERNANCE INDICATORS CAN MAKE SENSE1 Under-five mortality rates are an example Matt Andrews,2 Roger Hay3 and Jerrett Myers4 ABSTRACT Governance indicators have come under fire in recent years, especially the World Governance Indicators (WGIs). Critics present these indicators as a-theoretical and biased. Critics of the critics counter that no better alternatives exist. We suggest otherwise, arguing that more appropriate ‘governance’ indicators will (i) have theoretical grounding, (ii) focus on specific fields of engagement, (iii) emphasize outcomes, and (iv) control for key contextual differences in comparing countries. Such measures can help indicate where countries seem to have governance problems, allowing second stage analyses of what these problems are. We present under national five mortality rates adjusted for country income groups as an example of such measure, presenting data for contextually controlled outcomes in this specific field to show where governance seems better and worse. -
Good Governance: the Inflation of an Idea Faculty Research Working Paper Series
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Research Papers in Economics Good Governance: The Inflation of an Idea Faculty Research Working Paper Series Merilee Grindle Harvard Kennedy School June 2010 RWP10-023 The views expressed in the HKS Faculty Research Working Paper Series are those of the author(s) and do not necessarily reflect those of the John F. Kennedy School of Government or of Harvard University. Faculty Research Working Papers have not undergone formal review and approval. Such papers are included in this series to elicit feedback and to encourage debate on important public policy challenges. Copyright belongs to the author(s). Papers may be downloaded for personal use only. www.hks.harvard.edu Good Governance: The Inflation of an Idea Merilee Grindle Harvard University May 2008 Good governance is a good idea. We would all be better off, and citizens of many developing countries would be much better off, if public life were conducted within institutions that were fair, judicious, transparent, accountable, participatory, responsive, well-managed, and efficient. For the millions of people throughout the world who live in conditions of public insecurity and instability, corruption, abuse of law, public service failure, poverty, and inequality, good governance is a mighty beacon of what ought to be. Due to this intuitive appeal, good governance has grown rapidly to become a major ingredient in analyses of what’s missing in countries struggling for economic and political development. Researchers have adopted the concept as a way of exploring institutional failure and constraints on growth. -
Governance to Good Governance Through E-Governance: a Critical Review of Concept, Model, Initiatives & Challenges in India
International Journal of Management, IT & Engineering Vol. 8 Issue 10, October 2018, ISSN: 2249-0558 Impact Factor: 7.119 Journal Homepage: http://www.ijmra.us, Email: [email protected] Double-Blind Peer Reviewed Refereed Open Access International Journal - Included in the International Serial Directories Indexed & Listed at: Ulrich's Periodicals Directory ©, U.S.A., Open J-Gage as well as in Cabell‘s Directories of Publishing Opportunities, U.S.A Governance to Good Governance through e-Governance: A critical review of Concept, Model, Initiatives & Challenges in India Dr. Madhu Bala * Mr. Deepak Verma ** ABSTRACT This paper being critical review and viewpoint is an effort to study whether E-governance can make a significant contribution to the achievement of successful and sustainable deployment of Good Governance in India. This paper attempts to define the meaning of e-governance in national and international perspective. Furthermore it tries to demystify about major challenges in implementation of e-governance in India. It also suggests some inferences to triumph the success of e-governance especially in context of India. It starts with a definition of e-governance, and then presents a general e-governance model and several case studies (initiatives) and examples. The study focuses on extensive study of secondary data collected from government websites, various national and international journals and articles, publications, conference papers, government reports, newspapers, magazines which focused on various aspects of governance. E-governance has been recognized as a vital force for transformational improvement in quality, efficiency and effectiveness of governance. Indian government is making many efforts to provide services to its citizens through e-Governance. -
Global Governance and the Construction of World Citizenship: a Contemporary Perspective
GLOBAL GOVERNANCE AND THE CONSTRUCTION OF WORLD CITIZENSHIP: A CONTEMPORARY PERSPECTIVE By, Dr. R. Shashi Kumar Reader Department of Economics Bangalore University Bangalore—560 056 Karnataka State India CONTENTS PART I GLOBAL GOVERNANCE 1.1. INTRODUCTION 1.2. PAPER DESIGN 1.3. GLOBAL GOVERNANCE: 1.3.1. Meaning PART II GLOBAL GOVERNANCE AND WORLD CITIZENSHIP 2.1. THE NEW GLOBAL AGENDA 2.1.1. Governance and Knowledge Management 2.1.2. Regionalism 2.1.3. Informal Multi-lateralism 2.1.4. State and Governance: The Question of Sovereignty 2.2. THE UN AND FUTURE OF GLOBAL GOVERNANCE 2.3. GLOBAL CITIZENSHIP: A NEW PARADIGM OF RIGHTS, RESPONSIBILITIES AND AUTHORITY PART III A UNIFIED CIVIL SOCIETY 3.1. GLOBAL GOVERNANCE AND CIVIL SOCIETY 3.2. PROBLEMS OF GLOBAL GOVERNANCE 3.3. MEASURES TO IMPROVE GLOBAL GOVERNANCE 3.4. CONCLUSION REFERENCE GLOBAL GOVERNANCE AND THE CONSTRUCTION OF WORLD CITIZENSHIP: A CONTEMPORARY PERSPECTIVE Key Words: Globalization, Integration, International Organizations, Knowledge Management. “Civil society has a certain view of government. Government has a certain view of civil society. Unless you actually start working together, you don’t really realize your relative strengths.” -Kofi Annan PART I GLOBAL GOVERNANCE 1.1. INTRODUCTION The international community today faces enormous challenges in dealing with economic governance--challenges related to the growing interdependence of economies and civil society, the continued impoverishment of much of the world and the unused human potential that entails, and the increased realization of the threats to the environment and thus to planetary survival. While the world has become much more highly integrated economically, the mechanisms for managing the system in a stable, sustainable way have lagged behind. -
Governance Indicators
WPS4370 POLICY RESEARCH WORKING PAPER 4370 Public Disclosure Authorized Governance Indicators: Where Are We, Where Should We Be Going? Public Disclosure Authorized Daniel Kaufmann Aart Kraay Public Disclosure Authorized The World Bank World Bank Institute Public Disclosure Authorized Global Governance Group and Development Research Group Macroeconomics and Growth Team POLICY RESEARCH WORKING PAPER 4370 Abstract Scholars, policymakers, aid donors, and aid recipients between experts and survey respondents on whose views acknowledge the importance of good governance for governance assessments are based, again highlighting development. This understanding has spurred an intense their advantages, disadvantages, and complementarities. interest in more refined, nuanced, and policy-relevant We also review the merits of aggregate as opposed to indicators of governance. In this paper we review progress individual governance indicators. We conclude with some to date in the area of measuring governance, using simple principles to guide the refinement of existing a simple framework of analysis focusing on two key governance indicators and the development of future questions: (i) what do we measure? and, (ii) whose views indicators. We emphasize the need to: transparently do we rely on? For the former question, we distinguish disclose and account for the margins of error in all between indicators measuring formal laws or rules 'on indicators; draw from a diversity of indicators and exploit the books', and indicators that measure the practical complementarities among them; submit all indicators to application or outcomes of these rules 'on the ground', rigorous public and academic scrutiny; and, in light of calling attention to the strengths and weaknesses of the lessons of over a decade of existing indicators, to be both types of indicators as well as the complementarities realistic in the expectations of future indicators. -
Capital Reporting Company U.S. Copyright Office Section 512 Public Roundtable 05-03-2016
Capital Reporting Company U.S. Copyright Office Section 512 Public Roundtable 05-03-2016 1 UNITED STATES COPYRIGHT OFFICE SECTION 512 STUDY + + + + + 9:00 a.m. + + + + + Tuesday, May 3, 2016 Thurgood Marshall United States Courthouse 40 Centre Street New York, New York U.S. COPYRIGHT OFFICE: CINDY ABRAMSON JACQUELINE C. CHARLESWORTH KARYN TEMPLE CLAGGETT RACHEL FERTIG BRAD GREENBERG KIMBERLEY ISBELL (866) 448 - DEPO www.CapitalReportingCompany.com © 2016 Capital Reporting Company U.S. Copyright Office Section 512 Public Roundtable 05-03-2016 2 1 P A R T I C I P A N T S: 2 ALLAN ADLER, Association of American Publishers 3 SANDRA AISTARS, Arts & Entertainment Advocacy Clinic 4 at George Mason University School of 5 JONATHAN BAND, Library Copyright Alliance and Amazon 6 MATTHEW BARBLAN, Center for the Protection of 7 Intellectual Property 8 GREGORY BARNES, Digital Media Association 9 JUNE BESEK, Kernochan Center for Law, Media and the 10 Arts 11 ANDREW BRIDGES, Fenwick & West LLP 12 WILLIAM BUCKLEY, FarePlay, Inc. 13 STEPHEN CARLISLE, Nova Southeastern University 14 SOFIA CASTILLO, Association of American Publishers 15 ALISA COLEMAN, ABKCO Music & Records 16 ANDREW DEUTSCH, DLA Piper 17 TROY DOW, Disney 18 TODD DUPLER, The Recording Academy 19 SARAH FEINGOLD, Etsy, Inc. 20 KATHY GARMEZY, Directors Guild of America 21 JOHN GARRY, Pearson Education 22 MELVIN GIBBS, Content Creators Coalition 23 DAVID GREEN, NBC Universal 24 TERRY HART, Copyright Alliance 25 MICHAEL HOUSLEY, Viacom (866) 448 - DEPO www.CapitalReportingCompany.com © 2016 Capital Reporting Company U.S. Copyright Office Section 512 Public Roundtable 05-03-2016 3 1 P A R T I C I P A N T S 2 SARAH HOWES, Copyright Alliance 3 WAYNE JOSEL, American Society of Composers, Authors 4 and Publishers 5 BRUCE JOSEPH, Wiley Rein LLP (for Verizon) 6 DAVID KAPLAN, Warner Bros. -
Frequently Asked Questions About Multi-Stakeholder Partnerships in Icts for Development
Frequently Asked Questions about Multi-Stakeholder Partnerships in ICTs for Development A guide for national ICT policy animators Lishan Adam Tina James Alice munyua wanjira September 2007 APC dedicates this guide to the people with whom we worked on national ICT policy advocacy in Africa from 2004 to 2006. Most of them are still contributing to national policy change. Lishan Adam Goretti Z. Amuriat Dawit Bekele Fatima Bhyat Abebe Chekol Willie Currie John Dada Anriette Esterhuysen Coura Fall Lina Gjerstad Tina James Michel Lambert Alice Munyua Jean-Claude Mwepu Johnson Nkuuhe Claire Sibthorpe Jummai Umar Kate Wild David Woolnough Frequently Asked Questions about Multi-Stakeholder Partnerships in ICTs for Development A guide for national ICT policy animators Published by the Association for Progressive Communications (APC) © 2007 ISBN: 92-95049-42-X APC-200710-CIPP-T-EN-P-0040 Creative Commons Licence: Attribution-NonCommercial-NoDerivs 3.0 http://creativecommons.org/licenses/by-nc-nd/2.5/ Graphic Design: moNoCromo [email protected] Table of contents 1. About this guide / 4 2. Background / 4 3. What are multi-stakeholder partnerships for ICT policy? / 5 4. What are the goals of a multi-stakeholder partnership? / 7 5. What are the benefits of multi-stakeholder partnerships? / 8 6. How do you deal with the challenges of multi-stakeholder partnerships? / 10 7. What are the roles of stakeholders in a multi-stakeholder process? / 11 8. What are the guiding principles for multi-stakeholder partnerships? / 14 9. How do you drive a multi-stakeholder process? / 16 10. What communications and advocacy activities are needed? / 19 11. -
Beyond Algorithms: Toward a Normative Theory of Automated Regulation
Boston College Law Review Volume 62 Issue 1 Article 2 1-28-2021 Beyond Algorithms: Toward a Normative Theory of Automated Regulation Felix Mormann Texas A&M University, [email protected] Follow this and additional works at: https://lawdigitalcommons.bc.edu/bclr Part of the Antitrust and Trade Regulation Commons, Law and Economics Commons, and the Law and Society Commons Recommended Citation Felix Mormann, Beyond Algorithms: Toward a Normative Theory of Automated Regulation, 62 B.C. L. Rev. 1 (2021), https://lawdigitalcommons.bc.edu/bclr/vol62/iss1/2 This Article is brought to you for free and open access by the Law Journals at Digital Commons @ Boston College Law School. It has been accepted for inclusion in Boston College Law Review by an authorized editor of Digital Commons @ Boston College Law School. For more information, please contact [email protected]. BEYOND ALGORITHMS: TOWARD A NORMATIVE THEORY OF AUTOMATED REGULATION FELIX MORMANN INTRODUCTION ................................................................................................................................ 3 I. THE NEED FOR INSURANCE AGAINST FORECAST ERRORS ........................................................... 6 II. AUTOMATED REGULATION IN PRACTICE: AN ENERGY CASE STUDY ....................................... 14 A. Time-Sensitive Regulatory Automation ................................................................................ 15 B. Market-Sensitive Regulatory Automation ............................................................................