The Future of AI: Opportunities and Challenges
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BMGF Malaria 2-10-14 (Public)
A conversation with the Bill & Melinda Gates Foundation malaria team on December 9, 2013 Participants • Alan Magill — Director, Malaria program, Bill & Melinda Gates Foundation • David Brandling-Bennett — Senior Advisor, Malaria program, Bill & Melinda Gates Foundation • Bruno Moonen - Deputy Director, Malaria program, Bill & Melinda Gates Foundation • Alexandra Farnum — Program Officer, Global Program Advocacy, Bill & Melinda Gates Foundation • Meg Halverson — Consultant, Global Program Advocacy, Bill & Melinda Gates Foundation • Adrienne DiCasparro — Associate Program Officer, Giving Partnerships, Bill & Melinda Gates Foundation • Cari Tuna — Co-Founder, Good Ventures • Holden Karnofsky — Co-Founder, GiveWell Note: This set of conversation notes was compiled by GiveWell and gives an overview of the major points made by the Bill & Melinda Gates Foundation malaria team. Summary GiveWell and Good Ventures spoke with members of the Bill & Melinda Gates Foundation (BMGF) malaria team about gaps in global malaria funding, BMGF’s strategy and projected timeline for malaria eradication, and other BMGF malaria activities. Gaps in global malaria funding GiveWell and Good Ventures asked the Bill & Melinda Gates Foundation (BMGF) malaria team whether there is a need for funding of better data on bed net durability and bed net usage. There is not as much knowledge and data about bed net usage and bed net durability as there should be. A potential source of variability in bed net durability is that, currently, there are no globally established criteria for measuring the durability of bed nets, so it is possible that net durability standards differ between producers. The Results for Development Institute (R4D) is doing very good work on studying bed net durability. -
Charitable Infidelity: When Donors Lose Control of Donor-Advised Funds Page 32
CHARITABLE INFIDELITY: WHEN DONORS LOSE CONTROL OF DONOR-ADVISED FUNDS PAGE 32 ALSO IN THIS ISSUE: 3 Congress learns about the long history of Russian election meddling 7 How the name “hate crime” designation breeds even more hate 15 Do you know how millions in refugee resettlement funds are being spent? www.CapitalResearch.org The communist movement known as Antifa (short for Anti-Fascist Action) has sparked violence across the nation. In the wake of their battling white supremacist in Charlottesville, Antifa has begun to gain mainstream popularity. But unbeknownst to much of the public, the vast majority of Antifa violence isn’t targeted at genuine fascists, but mainstream conservatives and civilians. With help from those who have encountered Antifa, Trevor Loudon guides us through the history and ideas behind the Antifa movement, starting with Leon Trotsky and going all the way through the events in Berkeley, CA and Charlottesville, VA. WATCH AT: DangerousDocumentaries.com/film/America-Under-Siege-Antifa/ ISSUE 8, 2018 CONTENTS 3 ORGANIZATION TRENDS 7 Weaponizing “Hate” COMMENTARY By Renee Nal CRC’s Research into History of Russian Meddling Takes the House Floor SPECIAL REPORT By Christine Ravold Is the U.S. Refugee Resettlement 15 System Broken? By James Simpson Capital Research is a monthly publication of the Capital Research Center (CRC), a nonpartisan education and research organization, classified by the IRS as a 501(c)(3) public charity. CRC is an independent, tax-exempt DECEPTION & MISDIRECTION TM institution governed by an independent The Politically Incorrect Guide board of trustees. We rely on private 25 to “21st Century Socialism” financial support from the general public—individuals, foundations, AKA communism and corporations—for our income. -
Downloads/Handbook of Psychology Vol .Pdf#Page=47
Advances in Artificial Intelligence: Are you sure, we are on the right track? Emanuel Diamant VIDIA-mant, Israel [email protected] www.vidia-mant.info Abstract: Over the past decade, AI has made a remarkable progress. It is agreed that this is due to the recently revived Deep Learning technology. Deep Learning enables to process large amounts of data using simplified neuron networks that simulate the way in which the brain works. However, there is a different point of view, which posits that the brain is processing information, not data. This unresolved duality hampered AI progress for years. In this paper, I propose a notion of Integrated information that hopefully will resolve the problem. I consider integrated information as a coupling between two separate entities – physical information (that implies data processing) and semantic information (that provides physical information interpretation). In this regard, intelligence becomes a product of information processing. Extending further this line of thinking, it can be said that information processing does not require more a human brain for its implementation. Indeed, bacteria and amoebas exhibit intelligent behavior without any sign of a brain. That dramatically removes the need for AI systems to emulate the human brain complexity! The paper tries to explore this shift in AI systems design philosophy. Keywords: Intelligence as data processing, Computational intelligence, Deep learning, Intelligence as information processing, Cognitive intelligence, Brainless intelligence. Introduction There is now a broad consensus that AI research is making impressive advances in many fields of applications. Reports about dramatic achievements reached in the last years are updated persistently, [1], [2]. -
What Technology Wants / Kevin Kelly
WHAT TECHNOLOGY WANTS ALSO BY KEVIN KELLY Out of Control: The New Biology of Machines, Social Systems, and the Economic World New Rules for the New Economy: 10 Radical Strategies for a Connected World Asia Grace WHAT TECHNOLOGY WANTS KEVIN KELLY VIKING VIKING Published by the Penguin Group Penguin Group (USA) Inc., 375 Hudson Street, New York, New York 10014, U.S.A. Penguin Group (Canada), 90 Eglinton Avenue East, Suite 700, Toronto, Ontario, Canada M4P 2Y3 (a division of Pearson Penguin Canada Inc.) Penguin Books Ltd, 80 Strand, London WC2R 0RL, England Penguin Ireland, 25 St. Stephen's Green, Dublin 2, Ireland (a division of Penguin Books Ltd) Penguin Books Australia Ltd, 250 Camberwell Road, Camberwell, Victoria 3124, Australia (a division of Pearson Australia Group Pty Ltd) Penguin Books India Pvt Ltd, 11 Community Centre, Panchsheel Park, New Delhi - 110 017, India Penguin Group (NZ), 67 Apollo Drive, Rosedale, North Shore 0632, New Zealand (a division of Pearson New Zealand Ltd) Penguin Books (South Africa) (Pty) Ltd, 24 Sturdee Avenue, Rosebank, Johannesburg 2196, South Africa Penguin Books Ltd, Registered Offices: 80 Strand, London WC2R 0RL, England First published in 2010 by Viking Penguin, a member of Penguin Group (USA) Inc. 13579 10 8642 Copyright © Kevin Kelly, 2010 All rights reserved LIBRARY OF CONGRESS CATALOGING IN PUBLICATION DATA Kelly, Kevin, 1952- What technology wants / Kevin Kelly. p. cm. Includes bibliographical references and index. ISBN 978-0-670-02215-1 1. Technology'—Social aspects. 2. Technology and civilization. I. Title. T14.5.K45 2010 303.48'3—dc22 2010013915 Printed in the United States of America Without limiting the rights under copyright reserved above, no part of this publication may be reproduced, stored in or introduced into a retrieval system, or transmitted, in any form or by any means (electronic, mechanical, photocopying, recording or otherwise), without the prior written permission of both the copyright owner and the above publisher of this book. -
Alleys of Your Mind: Augmented Intelligence and Its Traumas
[4] utin tiial ntelliene eonin it uin ests enain . atton aious antooenti allaies ae oled te deeloent o atiial intelliene as a oadl ased and idel undestood set o tenoloies. lan uins aous iitation ae as an inen- ious tout eeient ut also ie o in te thresholds of machine cognition according to its aaent siilait to a alse no o eela uan intelliene. o disao tat aile selee- tion is oee easie tan oosin altenatie oles o uan saiene indust and aen alon more heterogeneous spectrums. As various forms of machine intelligence become increasingly infrastruc- tual te iliations o tis diult ae eoolitial as ell as ilosoial. In Alleys of Your Mind: Augmented Intellligence and Its Traumas, edited by Matteo Pasquinelli, neurg: meson ress I: Alleys of Your Mind [One philosopher] asserted that he knew the whole secret . [H]e surveyed the two celestial strangers from top to toe, and maintained to their faces that their persons, their worlds, their suns, and their stars, were created solely for the use of man. At this assertion our two travelers let themselves fall against each other, seized with a ft of . inextinguishable laughter. — Voltaire, Micromegas: A Philosophical History (1752) Articial intelligence AI is aing a moment it cognoscenti from teen aing to lon Mus recently eiging in Positions are split as to whether AI ill sae us or ill destroy us ome argue tat AI can neer eist ile ot- ers insist that it is inevitable. In many cases, however, these polemics may be missing the real point as to what living and thinking with synthetic intelligence ery dierent from our on actually means In sort a mature AI is not an intelligence for us nor is its intelligence necessarily umanlie or our on sanity and safety e sould not as AI to retend to e uman To do so is self-defeating, unethical and perhaps even dangerous. -
Non-Paywalled
Wringing the Most Good Out of a FACEBOOK FORTUNE SAN FRANCISCO itting behind a laptop affixed with a decal of a child reaching for an GIVING apple, an illustration from Shel Silverstein’s The Giving Tree, Cari Tuna quips about endowing a Tuna Room in the Bass Library at Yale Univer- sity, her alma mater. But it’s unlikely any of the fortune that she and her husband, Face- By MEGAN O’NEIL Sbook co-founder Dustin Moskovitz, command — estimated by Forbes at more than $9 billion — will ever be used to name a building. Five years after they signed the Giving Pledge, the youngest on the list of billionaires promising to donate half of their wealth, the couple is embarking on what will start at double-digit millions of dollars in giving to an eclectic range of causes, from overhauling the criminal-justice system to minimizing the potential risks from advanced artificial intelligence. To figure out where to give, they created the Open Philanthropy Project, which uses academic research, among other things, to identify high-poten- tial, overlooked funding opportunities. Ms. Tuna, a former Wall Street Journal reporter, hopes the approach will influence other wealthy donors in Silicon The youngest Valley and beyond who, like her, seek the biggest possible returns for their philanthropic dollars. Already, a co-founder of Instagram and his spouse have made a $750,000 signers of the commitment to support the project. What’s more, Ms. Tuna and those working alongside her at the Open Philanthropy Project are documenting every step online — sometimes in Giving Pledge are eyebrow-raising detail — for the world to follow along. -
Wise Leadership & AI 3
Wise Leadership and AI Leadership Chapter 3 | Behind the Scenes of the Machines What’s Ahead For Artificial General Intelligence? By Dr. Peter VERHEZEN With the AMROP EDITORIAL BOARD Putting the G in AI | 8 points True, generalized intelligence will be achieved when computers can do or learn anything that a human can. At the highest level, this will mean that computers aren’t just able to process the ‘what,’ but understand the ‘why’ behind data — context, and cause and effect relationships. Even someday chieving consciousness. All of this will demand ethical and emotional intelligence. 1 We underestimate ourselves The human brain is amazingly general compared to any digital device yet developed. It processes bottom-up and top-down information, whereas AI (still) only works bottom-up, based on what it ‘sees’, working on specific, narrowly defined tasks. So, unlike humans, AI is not yet situationally aware, nuanced, or multi-dimensional. 2 When can we expect AGI? Great minds do not think alike Some eminent thinkers (and tech entrepreneurs) see true AGI as only a decade or two away. Others see it as science fiction — AI will more likely serve to amplify human intelligence, just as mechanical machines have amplified physical strength. 3 AGI means moving from homo sapiens to homo deus Reaching AGI has been described by the futurist Ray Kurzweil as ‘singularity’. At this point, humans should progress to the ‘trans-human’ stage: cyber-humans (electronically enhanced) or neuro-augmented (bio-genetically enhanced). 4 The real risk with AGI is not malice, but unguided brilliance A super-intelligent machine will be fantastically good at meeting its goals. -
Between Ape and Artilect Createspace V2
Between Ape and Artilect Conversations with Pioneers of Artificial General Intelligence and Other Transformative Technologies Interviews Conducted and Edited by Ben Goertzel This work is offered under the following license terms: Creative Commons: Attribution-NonCommercial-NoDerivs 3.0 Unported (CC-BY-NC-ND-3.0) See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details Copyright © 2013 Ben Goertzel All rights reserved. ISBN: ISBN-13: “Man is a rope stretched between the animal and the Superman – a rope over an abyss.” -- Friedrich Nietzsche, Thus Spake Zarathustra Table&of&Contents& Introduction ........................................................................................................ 7! Itamar Arel: AGI via Deep Learning ................................................................. 11! Pei Wang: What Do You Mean by “AI”? .......................................................... 23! Joscha Bach: Understanding the Mind ........................................................... 39! Hugo DeGaris: Will There be Cyborgs? .......................................................... 51! DeGaris Interviews Goertzel: Seeking the Sputnik of AGI .............................. 61! Linas Vepstas: AGI, Open Source and Our Economic Future ........................ 89! Joel Pitt: The Benefits of Open Source for AGI ............................................ 101! Randal Koene: Substrate-Independent Minds .............................................. 107! João Pedro de Magalhães: Ending Aging .................................................... -
Letters to the Editor
Articles Letters to the Editor Research Priorities for is a product of human intelligence; we puter scientists, innovators, entrepre - cannot predict what we might achieve neurs, statisti cians, journalists, engi - Robust and Beneficial when this intelligence is magnified by neers, authors, professors, teachers, stu - Artificial Intelligence: the tools AI may provide, but the eradi - dents, CEOs, economists, developers, An Open Letter cation of disease and poverty are not philosophers, artists, futurists, physi - unfathomable. Because of the great cists, filmmakers, health-care profes - rtificial intelligence (AI) research potential of AI, it is important to sionals, research analysts, and members Ahas explored a variety of problems research how to reap its benefits while of many other fields. The earliest signa - and approaches since its inception, but avoiding potential pitfalls. tories follow, reproduced in order and as for the last 20 years or so has been The progress in AI research makes it they signed. For the complete list, see focused on the problems surrounding timely to focus research not only on tinyurl.com/ailetter. - ed. the construction of intelligent agents making AI more capable, but also on Stuart Russell, Berkeley, Professor of Com - — systems that perceive and act in maximizing the societal benefit of AI. puter Science, director of the Center for some environment. In this context, Such considerations motivated the “intelligence” is related to statistical Intelligent Systems, and coauthor of the AAAI 2008–09 Presidential Panel on standard textbook Artificial Intelligence: a and economic notions of rationality — Long-Term AI Futures and other proj - Modern Approach colloquially, the ability to make good ects on AI impacts, and constitute a sig - Tom Dietterich, Oregon State, President of decisions, plans, or inferences. -
AIDA Hearing on AI and Competitiveness of 23 March 2021
SPECIAL COMMITTEE ON ARTIFICIAL INTELLIGENCE IN A DIGITAL AGE (AIDA) HEARING ON AI AND COMPETITIVENESS Panel I: AI Governance Kristi Talving, Deputy Secretary General for Business Environment, Ministry of Economic Affairs and Communications, Estonia Khalil Rouhana, Deputy Director General DG-CONNECT (CNECT), European Commission Kay Firth-Butterfield, Head of Artificial Intelligence and Machine Learnings; Member of the Executive Committee, World Economic Forum Dr. Sebastian Wieczorek, Vice President – Artificial Intelligence Technology, SAP SE, external expert (until October 2020) in the study commission on AI in the Bundestag * * * Panel II: the perspective of Business and the Industry Prof. Volker Markl, Chair of Research Group at TU Berlin, Database Systems and Information Management, Director of the Intelligent Analytics for Massive Data Research Group at DFKI and Director of the Berlin Big Data Center and Secretary of the VLDB Endowment Moojan Asghari, Cofounder/Initiator of Women in AI, Founder/CEO of Thousand Eyes On Me Marina Geymonat, Expert for AI strategy @ Ministry for Economic Development, Italy. Head, Artificial intelligence Platform @TIM, Telecom Italia Group Jaan Tallinn, founding engineer of Skype and Kazaa as well as a cofounder of the Cambridge Centre for the Study of Existential Risk and Future of Life Institute 2 23-03-2021 BRUSSELS TUESDAY 23 MARCH 2021 1-002-0000 IN THE CHAIR: DRAGOŞ TUDORACHE Chair of the Special Committee on Artificial Intelligence in a Digital Age (The meeting opened at 9.06) Opening remarks 1-003-0000 Chair. – Good morning dear colleagues. I hope you are all connected and you can hear and see us in the room. Welcome to this new hearing of our committee. -
Ssoar-2020-Selle-Der Effektive Altruismus Als Neue.Pdf
www.ssoar.info Der effektive Altruismus als neue Größe auf dem deutschen Spendenmarkt: Analyse von Spendermotivation und Leistungsmerkmalen von Nichtregierungsorganisationen (NRO) auf das Spenderverhalten; eine Handlungsempfehlung für klassische NRO Selle, Julia Veröffentlichungsversion / Published Version Arbeitspapier / working paper Empfohlene Zitierung / Suggested Citation: Selle, J. (2020). Der effektive Altruismus als neue Größe auf dem deutschen Spendenmarkt: Analyse von Spendermotivation und Leistungsmerkmalen von Nichtregierungsorganisationen (NRO) auf das Spenderverhalten; eine Handlungsempfehlung für klassische NRO. (Opuscula, 137). Berlin: Maecenata Institut für Philanthropie und Zivilgesellschaft. https://nbn-resolving.org/urn:nbn:de:0168-ssoar-67950-4 Nutzungsbedingungen: Terms of use: Dieser Text wird unter einer CC BY-NC-ND Lizenz This document is made available under a CC BY-NC-ND Licence (Namensnennung-Nicht-kommerziell-Keine Bearbeitung) zur (Attribution-Non Comercial-NoDerivatives). For more Information Verfügung gestellt. Nähere Auskünfte zu den CC-Lizenzen finden see: Sie hier: https://creativecommons.org/licenses/by-nc-nd/3.0 https://creativecommons.org/licenses/by-nc-nd/3.0/deed.de MAECENATA Julia Selle Der effektive Altruismus als neue Größe auf dem deutschen Spendenmarkt Analyse von Spendermotivation und Leistungsmerkmalen von Nichtregierungsorganisationen (NRO) auf das Spenderverhalten. Eine Handlungsempfehlung für klassische NRO. Opusculum Nr.137 Juni 2020 Die Autorin Julia Selle studierte an den Universität -
Deepfake Bot Submissions to Federal Public Comment Websites Cannot Be Distinguished from Human Submissions
Weiss M. Deepfake Bot Submissions to Federal Public Comment Websites Cannot Be Distinguished from Human Submissions. Technology Science. 2019121801. December 18, 2019. http://techscience.org/a/2019121801 Deepfake Bot Submissions to Federal Public Comment Websites Cannot Be Distinguished from Human Submissions Max Weiss Highlights • Publicly available artificial intelligence methods can generate an enormous volume of original, human speech-like topical text (“Deepfake Text”) that is not based on conventional search-and-replace patterns • I created a computer program (a bot) that generated and submitted 1,001 deepfake comments regarding a Medicaid reform waiver to a federal public comment website, stopping submission when these comments comprised more than half of all submitted comments. I then formally withdrew the bot comments • When humans were asked to classify a subset of the deepfake comments as human or bot submissions, the results were no better than would have been gotten by random guessing • Federal public comment websites currently are unable to detect Deepfake Text once submitted, but technological reforms (e.g., CAPTCHAs) can be implemented to help prevent massive numbers of submissions by bots Example Deepfake Text generated by the bot that all survey respondents thought was from a human. 1 Weiss M. Deepfake Bot Submissions to Federal Public Comment Websites Cannot Be Distinguished from Human Submissions. Technology Science. 2019121801. December 18, 2019. http://techscience.org/a/2019121801 Abstract The federal comment period is an important way that federal agencies incorporate public input into policy decisions. Now that comments are accepted online, public comment periods are vulnerable to attacks at Internet scale. For example, in 2017, more than 21 million (96% of the 22 million) public comments submitted regarding the FCC’s proposal to repeal net neutrality were discernible as being generated using search-and-replace techniques [1].