Nonconscious Cognitive Suffering
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Distributed Cognition As the Basis for Adaptation and Homeostasis In
DISTRIBUTEDCOGNITIONASTHEBASISFORADAPTATION ANDHOMEOSTASISINROBOTS james henry stovold Doctor of Philosophy University of York Computer Science July 2016 ABSTRACT Many researchers approach the problem of building autonomous systems by looking to biology for inspiration. This has given rise to a wide-range of artificial systems mimicking their biological counterparts—artificial neural networks, artificial endocrine systems, and artificial musculoskeletal systems are prime examples. While these systems are succinct and work well in isolation, they can become cumbersome and complicated when combined to perform more complex tasks. Autonomous behaviour is one such complex task. This thesis considers autonomy as the complex behaviour it is, and proposes a bottom-up approach to developing autonomous beha- viour from cognition. This consists of investigating how cognition can provide new approaches to the current limitations of swarm systems, and using this as the basis for one type of autonomous behaviour: artificial homeostasis. Distributed cognition, a form of emergent cognition, is most often described in terms of the immune system and social insects. By taking inspiration from distributed cognition, this thesis details the development of novel algorithms for cognitive decision-making and emergent identity in leaderless, homogenous swarms. Artificial homeostasis is provided to a robot through an architecture that combines the cognitive decision-making algorithm with a simple associative memory. This architecture is used to demonstrate how a simple architecture can endow a robot with the capacity to adapt to an unseen environment, and use that information to proactively seek out what it needs from the environment in order to maintain its internal state. iii CONTENTS Abstract iii Table of Contents v List of Figures viii List of Tables xi List of Code Listings xii Acknowledgements xiii Declaration xv 1 introduction 1 1.1 Motivation . -
The Art and Science of Framing an Issue
MAPThe Art and Science of Framing an Issue Authors Contributing Editors © January 2008, Gay & Lesbian Alliance Against Defamation (GLAAD) and the Movement Advancement Project (MAP). All rights reserved. “Ideas are a medium of exchange and a mode of influence even more powerful than money, votes and guns. … Ideas are at the center of all political conflict.” —Deborah Stone, Policy Process Scholar, 2002 The Art and Science of 1 Framing an Issue an Issue and Science of Framing Art The The Battle Over Ideas 2 Understanding How People Think 2 What Is Framing? 4 Levels of Framing 5 Tying to Values 6 Why Should I Spend Resources on Framing? 6 How Do I Frame My Issue? 7 Step 1. Understand the Mindset of Your Target Audience 7 Step 2. Know When Your Current Frames Aren’t Working 7 Step 3. Know the Elements of a Frame 7 Step 4. Speak to People’s Core Values 9 Step 5. Avoid Using Opponents’ Frames, Even to Dispute Them 9 Step 6. Keep Your Tone Reasonable 10 Step 7. Avoid Partisan Cues 10 Step 8. Build a New Frame 10 Step 9. Stick With Your Message 11 “Ideas are a medium of exchange and a mode of influence even more powerful than money, votes and guns. … Ideas are at the center of all political conflict.” —Deborah Stone, Policy Process Scholar, 2002 2 The Battle Over Ideas Are we exploring for oil that’s desperately needed to drive our economy and sustain our nation? Or are we Think back to when you were 10 years old, staring at destroying delicate ecological systems and natural your dinner plate, empty except for a pile of soggy– lands that are a legacy to our grandchildren? These looking green vegetables. -
GB-Human Computation Handbook
From Human Computation to the Global Brain: the self-organization of distributed intelligence Francis Heylighen Global Brain Institute Vrije Universiteit Brussel Introduction The present chapter wishes to investigate the wider context of human computation, viewing it as merely one approach within the broad domain of distributed human-computer symbiosis. The multifarious developments in the “social” Internet have shown the great potential of large-scale col- laborative systems that involve both people and the various information and communication technologies (ICT) that process, store and distribute data. Here, I wish to explore this development in the broadest sense, as the self-organization of a distributed intelligence system at the planetary level—a phenomenon that has been called the “global brain”. To get there, I will first define and illustrate the fundamental concept of distributed intelligence. Then I will review how such an intelligent net- work emerges and grows through a combination of self-organization and design. Finally, I will sketch some potential applications of the anticipated global brain. Human-computer complementarity The rationale for human computation is that people have certain intrinsic skills that are difficult to reproduce in computer programs. A computation system that requires those skills must therefore include people as informa- tion-processing agents. Thus, in human computation, people and comput- ers are supposed to work together synergetically, the one complementing the other. The reason for this complementarity lies in the fact that humans and com- puters process information in very different ways. Computers excel at ac- curately storing and retrieving discrete items, such as numbers or strings of characters. -
The Romantic Economist
This page intentionally left blank THE ROMANTIC ECONOMIST Since economies are dynamic processes driven by creativity, social norms and emotions, as well as rational calculation, why do econo- mists largely study them through the prism of static equilibrium models and narrow rationalistic assumptions? Economic activity is as much a function of imagination and social sentiments as of the rational optimisation of given preferences and goods. Richard Bronk argues that economists can best model and explain these creative and social aspects of markets by using new structuring assumptions and metaphors derived from the poetry and philosophy of the Romantics. By bridging the divide between literature and science, and between Romanticism and narrow forms of rationalism, economists can access grounding assumptions, models and research methods suitable for comprehending the creativity and social dimensions of economic activity. This is a guide to how economists and other social scientists can broaden their analytical repertoire to encompass the vital role of sentiments, language and imagination. Educated at Merton College, Oxford, Richard Bronk gained a first class degree in Classics and Philosophy. He spent the first seventeen years of his career working in the City of London, where he acquired a wide expertise in international economics, business and politics. His first book, Progress and the Invisible Hand (1998) was well received critically, and anticipated millennial angst about the increasingly strained relationship between economic growth and progress in wel- fare. Having returned to academic life in 2000, Bronk is now a writer and part-time academic. richard bronk is currently a Visiting Fellow in the European Institute at the London School of Economics and Political Science. -
Lakoff's Theory of Moral Reasoning in Presidential Campaign
University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Papers in Communication Studies Communication Studies, Department of 11-2013 Lakoff’s Theory of Moral Reasoning in Presidential Campaign Advertisements, 1952–2012 Damien S. Pfister University of Nebraska-Lincoln, [email protected] Jessy J. Ohl University of Mary Washington, [email protected] Marty Nader Nebraska Wesleyan University, [email protected] Dana Griffin Follow this and additional works at: http://digitalcommons.unl.edu/commstudiespapers Part of the American Politics Commons, and the Rhetoric Commons Pfister, Damien S.; Ohl, Jessy J.; Nader, Marty; and Griffin,a D na, "Lakoff’s Theory of Moral Reasoning in Presidential Campaign Advertisements, 1952–2012" (2013). Papers in Communication Studies. 53. http://digitalcommons.unl.edu/commstudiespapers/53 This Article is brought to you for free and open access by the Communication Studies, Department of at DigitalCommons@University of Nebraska - Lincoln. It has been accepted for inclusion in Papers in Communication Studies by an authorized administrator of DigitalCommons@University of Nebraska - Lincoln. Published in Communication Studies 64:5 (November-December 2013; Special Issue: Consistency and Change in Political Campaign Communication: Ana- lyzing the 2012 Elections), pages 488-507; doi: 10.1080/10510974.2013.832340 Copyright © 2013 Central States Communication Association; published by Tay- digitalcommons.unl.edu lor & Francis Group. Used by permission. Published online October 18, 2013. Lakoff’s Theory of Moral Reasoning in Presidential Campaign Advertisements, 1952–2012 Jessy J. Ohl,1 Damien S. Pfister,1 Martin Nader,2 and Dana Griffin 1 Department of Communication Studies, University of Nebraska-Lincoln 2 Department of Political Science, University of Nebraska-Lincoln Corresponding author — Jessy J. -
THE IMPACT of the FOURTH INDUSTRIAL REVOLUTION on the JOBS MARKET Senate of the Italian Republic – 11Th Labour and Social Secu
THE IMPACT OF THE FOURTH INDUSTRIAL REVOLUTION ON THE JOBS MARKET Senate of the Italian Republic – 11th Labour and Social Security Committee For the victims of terrorism fallen in the line of work Introduction The issue of the relationship between technology and work has returned to the heart of the public debate. This is by no means a new discussion: fear of jobs being destroyed by the emergence of new tools for producing goods and services, and their new processes, crisscrosses the history of the industrial economy, leaving us with memories of Luddites, Keynesian technological unemployment, and the “the end of work” alarm raised in the early 1990s. The new Industrial Revolution appears to have been enabled by technologies that are increasingly available at low cost to companies and individuals. These technologies are destined to evolve at an unpredictable pace, in unpredictable ways and with unforeseeable content. Their consequences may impact business models and production processes; above all, they are ushering in new ways of relating to consumers and the markets through more efficient, personalized and immediate channels of coordination enabled by technology. The hallmark feature of this technology is its way of integrating physical processes and digital technologies as a means of renewing organizational models. Another way of expressing this is to say that production is “smartening up” along a number of different paths, either making a break or evolving from the past. Large factories are looking to go beyond assembly lines and replace them with autonomous “islands”, manned by people and machines – teams of workers and robots. Small companies are leveraging a typically Italian feature of the economy – the fact that they are concentrated in districts, and are specialized in niche output – as they work to combine classical artisanal with digital skills. -
Version 2.2 Structured Psychosocial Stress and Therapeutic Intervention: Toward a Realistic Biological Medicine
Version 2.2 Structured Psychosocial Stress and Therapeutic Intervention: Toward a Realistic Biological Medicine Rodrick Wallace, Ph.D. The New York State Psychiatric Institute ∗ June 5, 2003 Abstract Using generalized ‘language of thought’ arguments appropriate to interacting cognitive modules, we explore how disease states can inter- act with medical treatment, including, but not limited to, drug ther- apy. The feedback between treatment and response creates a kind of idiotypic ‘hall of mirrors’ generating a pattern of ‘efficacy’, ‘treatment failure’, and ‘adverse reactions’ which will, from a Rate Distortion per- spective, embody a distorted image of externally-imposed structured psychosocial stress. This analysis, unlike current pharmacogenetics, does not either reify ‘race’ or blame the victim by using genetic struc- ture to place the locus-of-control within a group or individual. Rather, it suggests that a comparatively simple series of questions to identify longitudinal and cross-sectional stressors may provide more effective guidance for specification of individual medical therapy than compli- cated genotyping strategies of dubious meaning. These latter are likely ∗Address correspondence to R. Wallace, PISCS Inc., 549 W. 123 St., Suite 16F, New York, NY, 10027. Telephone (212) 865-4766, [email protected]. Affiliation is for identification only. This material has been submitted for publication and is protected by copyright. 1 to be both very expensive and utterly blind to the impact of struc- tured psychosocial stress – a euphemism -
Supported Collaborative Learning at the Workplace
Computer-Supported Collaborative Learning Series Sean P. Goggins Isa Jahnke Volker Wulf Editors Computer- Supported Collaborative Learning at the Workplace CSCL@Work Computer-Supported Collaborative Learning at the Workplace COMPUTER-SUPPORTED COLLABORATIVE LEARNING SERIES Series Editors: Christopher Hoadley, New York University, New York, USA Naomi Miyake, Chukyo University, Aichi, Japan Editorial Board: Michael Baker, CNRS & Université Lumière Lyon, France Carl Bereiter, Ontario Institute for Studies in Education, Canada Yrjö Engeström, University of Helsinki, Finland Gerhard Fischer, University of Colorado, U.S.A. H. Ulrich Hoppe, University of Duisburg-Essen, Germany Timothy Koschmann, Southern Illinois University, U.S.A. Claire O’Malley, University of Nottingham, U.K. Roy Pea, SRI International, U.S.A. Clotilde Pontecorovo, University ‘La Sapienza’, Italy Jeremy Roschelle, SRI International, U.S.A. Daniel Suthers, University of Hawaii, U.S.A. The Computer-Supported Collaborative Learning Book Series is for people working in the CSCL fi eld. The scope of the series extends to ‘collaborative learning’ in its broadest sense; the term is used for situations ranging from two individuals performing a task together, during a short period of time, to groups of 200 students following the same course and interacting via electronic mail. This variety also concerns the computational tools used in learning: elaborated graphical whiteboards support peer interaction, while more rudimentary textbased discussion forums are used for large group interaction. The series will integrate issues related to CSCL such as collaborative problem solving, collaborative learning without computers, negotiation patterns outside collaborative tasks, and many other relevant topics. It will also cover computational issues such as models, algorithms or architectures which support innovative functions relevant to CSCL systems. -
Human Enhancement Technologies and Our Merger with Machines
Human Enhancement and Technologies Our Merger with Machines Human • Woodrow Barfield and Blodgett-Ford Sayoko Enhancement Technologies and Our Merger with Machines Edited by Woodrow Barfield and Sayoko Blodgett-Ford Printed Edition of the Special Issue Published in Philosophies www.mdpi.com/journal/philosophies Human Enhancement Technologies and Our Merger with Machines Human Enhancement Technologies and Our Merger with Machines Editors Woodrow Barfield Sayoko Blodgett-Ford MDPI • Basel • Beijing • Wuhan • Barcelona • Belgrade • Manchester • Tokyo • Cluj • Tianjin Editors Woodrow Barfield Sayoko Blodgett-Ford Visiting Professor, University of Turin Boston College Law School Affiliate, Whitaker Institute, NUI, Galway USA Editorial Office MDPI St. Alban-Anlage 66 4052 Basel, Switzerland This is a reprint of articles from the Special Issue published online in the open access journal Philosophies (ISSN 2409-9287) (available at: https://www.mdpi.com/journal/philosophies/special issues/human enhancement technologies). For citation purposes, cite each article independently as indicated on the article page online and as indicated below: LastName, A.A.; LastName, B.B.; LastName, C.C. Article Title. Journal Name Year, Volume Number, Page Range. ISBN 978-3-0365-0904-4 (Hbk) ISBN 978-3-0365-0905-1 (PDF) Cover image courtesy of N. M. Ford. © 2021 by the authors. Articles in this book are Open Access and distributed under the Creative Commons Attribution (CC BY) license, which allows users to download, copy and build upon published articles, as long as the author and publisher are properly credited, which ensures maximum dissemination and a wider impact of our publications. The book as a whole is distributed by MDPI under the terms and conditions of the Creative Commons license CC BY-NC-ND. -
Powering Fast Forward Thinking
1 Powering Fast Forward Thinking THE AXA 2019 FORESIGHT TRENDBOOK 2 Editorial 3 AXA Foresight: Who are we? 4 Environment 5 Health 21 New Tech 37 Socio-Economics 53 Appendix 69 Acknowledgement & Credits 70 3 EDITORIAL Editorial Using past experience to anticipate probable future is at the core of insurance. At the same time, as an investor and asset manager, we know that past performance is no guarantee of future results. Societies’, companies’ and individuals’ fates may be overturned, for better or worse, by an unexpected combination of existing trends, by major scientific breakthrough or by a “black swan” event. Foresight is not about the extrapolation of existing trends, it is about the identification of potential disruptions. At AXA, day-to-day management matters but we also have the conviction that true achievements are founded on long term visions. We feel that a foresight effort is important to build our strategy but might also be useful to tackle many public debates. This first Trendbook is a modest contribution to answer this need to broaden our horizons. With this publication, we hope to provide more than a simple compilation of “trending topics”: exploring “ Foresight is not about the substance beyond buzzwords and, based on latest scientific evidence, sharing visions and options for decision-making. extrapolation of existing Indeed, we believe that concepts such as “slashers”, “affective computing” or “genetic engineering” will change trends, it is about the the way we think, live and work. identification of potential Our research initiatives, notably through the AXA Research Fund, are focused around four pillars: Environment & disruptions. -
George Lakoff and Mark Johnsen (2003) Metaphors We Live By
George Lakoff and Mark Johnsen (2003) Metaphors we live by. London: The university of Chicago press. Noter om layout: - Sidetall øverst - Et par figurer slettet - Referanser til slutt Innholdsfortegnelse i Word: George Lakoff and Mark Johnsen (2003) Metaphors we live by. London: The university of Chicago press. ......................................................................................................................1 Noter om layout:...................................................................................................................1 Innholdsfortegnelse i Word:.................................................................................................1 Contents................................................................................................................................4 Acknowledgments................................................................................................................6 1. Concepts We Live By .....................................................................................................8 2. The Systematicity of Metaphorical Concepts ...............................................................11 3. Metaphorical Systematicity: Highlighting and Hiding.................................................13 4. Orientational Metaphors.................................................................................................16 5. Metaphor and Cultural Coherence .................................................................................21 6 Ontological -
Stevan Harnad 10 the Open Research
Stevan Harnad To appear in: In: Jacobs, N., Eds. Open Access: Key Strategic, Technical and Economic Aspects. Chandos. Note, final versions of figures and captions still to come, but their content and positions will be as shown here. The reference list will also be pruned, to cite or remove uncited works The Open Research Web: A Preview of the Optimal and the Inevitable Nigel Shadbolt, Tim Brody, Les Carr, and Stevan Harnad University of Southampton Most of this book has been about the past and the present of Open Access (OA). Let’s now take a brief glimpse at its future, for it is already within reach and almost within sight: Once the optimal and inevitable outcome for the research literature has became actual , namely, all 2.5 million of the annual articles appearing in the planet’s 24,000 peer-reviewed research journals are freely accessible online to all would-be users, then: (1) All their OAI metadata and full-texts will be harvested and reverse-indexed by services such as Google, OAIster (and new OAI/OA services), making it possible to search all and only the research literature in all disciplines using Boolean full-text search (and, or not, etc.). (2) Boolean full-text search will be augmented by Artificial Intelligence (AI) based text-analysis and classification techniques superior to human pre- classification, infinitely less time-consuming, and applied automatically to the entire OA full-text corpus. (3) Articles and portions of articles will also be classified, tagged and annotated in terms of “ontologies” (lists of the kinds of things of interest in a subject domain, their characteristics, and their relations to other things) as provided by authors, users, other authorities, or automatic AI techniques, creating the OA research subset of the “semantic web” (Berners-Lee et al.