Distributing Cognition: from Local Brains to the Global Brain
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The Global Brain Beyond the Correlationist Paradigm in Architecture ACADIA2010 Life In:Formation 33 | 412
ACADIA2010 32 life in:formation author: Karl Chu organization: Professor, Pratt Institute country: United States The Global Brain Beyond The Correlationist Paradigm In Architecture ACADIA2010 life in:formation 33 | 412 “The necessity of contingency: it could not be otherwise than everything could be otherwise.” Quentin Meillassoux It has been three-quarters of a century since Alan Turing published in 1936 “On Computable Numbers with an Application to the Entscheidungsproblem,” where he introduced the modern concept of computation: the Universal Turing Machine that serves as a classical model, as opposed to the quantum model, of computation. Since then, it has transformed the way we think and interact with the world to such an extent that there is now a new conception of the world emerging: the global brain. It’s an idea that is seldom explicitly stated but is nonetheless implicit in the trajectory toward the formation of a planetary computing system. However, if we look at the early stages of the application of computing systems, we find that the middle to late modern era was ushered in by the Department of Defense, which finds its expression in the development and explosion of the first atomic bomb in 1945 and subsequently, the Internet in 1969. Incidentally, it should be noted that J. C. R. Licklider, head of the Advanced Research Project Agency of the Defense, came up with the idea for an Intergalactic Computer Network in 1962. This is to illustrate the range, deployment and implications contained in the phenomenon of universal computation beyond the scope understood and utilized by most architects working with computers today. -
Artificial General Intelligence and the Future of the Human Race Bryon Pavlacka
ARTIFICIAL GENERAL INTELLIGENCE AND THE FUTURE OF THE HUMAN RACE Bryon Pavlacka Artificial Intelligence is all around us. It manages be used against humanity. Of course, such threats are not your investments, makes the subway run on time, imaginary future possibilities. Narrow AI is already used diagnoses medical conditions, searches the internet, solves by the militaries of first world countries for war purposes. enormous systems of equations, and beats human players Consider drones such as the Northrop Grumman X-47B, at chess and Jeopardy. However, this “narrow AI,” designed an Unmanned Combat Aerial Vehicle that is being tested for solving specific, narrow problems, is something by the US Navy (DefenseTech.org, 2011). That’s right, there distinctly different from Artificial General Intelligence, or is no pilot. Of course, the drone can be given orders, but “AGI”, true thinking machines with human-like general the exact way in which those orders are carried out will intelligence (Wang, Goertzel, & Franklin, 2008, p. v). While be left up to the drone’s Narrow AI system. Whether such AGI is not rigidly defined, it is often envisioned as being systems will ever be extended toward general intelligence self-aware and capable of complex thought, and has is currently unknown. However, the US military has shown BSJ been a staple of science fiction, appearing prominently in interest in producing and controlling generally intelligent popular films such as 2001: A Space Odyssey, Terminator, killing machines as well, as made evident by a paper called and I, Robot. In each of these films, the machines go “Governing Lethal Behavior” by Ronald C. -
Download Record of Our Archive
Time-Scales, Meaning, and Availability of Information in a Global Brain Carlos Gershenson1, Gottfried Mayer-Kress2, Atin Das3, Pritha Das3, Matus Marko4 1Centrum Leo Apostel, Vrije Universiteit Brussel Krijgskundestraat 33 B-1160 Brussels, Belgium [email protected] 2Dept. of Kinesiology, Penn State University, USA 3Dept. of Mathematics, Jadavpur University, India 4Faculty of Management, Comenius University, Slovakia 03/07/07 Abstract We note the importance of time-scales, meaning, and availability of information for the emergence of novel information meta-structures at a global scale. We discuss previous work in this area and develop future perspectives. We focus on the transmission of scientific articles and the integration of traditional conferences with their virtual extensions on the Internet, their time-scales, and availability. We mention the Semantic Web as an effort for integrating meaningful information. Introduction The time-scales involved in the transmission of meaningful information among humans and computers is essential for discussing the metaphor of a Global Brain [1,2]. The merits of a metaphor depend on how well it helps to unveil universal properties or patterns that are common to a large class of seemingly unrelated phenomena. In [2] one can find a description of how both biological brains as well as the Internet contain measurable parameters that control their degree of complexity - and therefore information processing capability- that the system can display. The two parameters are: 1. Size of the system as measured in the number of connected elements. 2. Characteristic time-scales that determine how fast information can spread across the network. In complex systems theory the notion of universality expresses the observation that characteristic features of a class of systems can emerge that are independent of details of specific manifestations. -
Resume / CV Prof. Dr. Hugo De GARIS
Resume / CV Prof. Dr. Hugo de GARIS Full Professor of Computer Science Supervisor of PhD Students in Computer Science and Mathematical Physics Director of the Artificial Brain Laboratory, Department of Cognitive Science, School of Information Science and Technology, Xiamen University, Xiamen, Fujian Province, CHINA [email protected] http://www.iss.whu.edu.cn/degaris Education PhD, 1992, Brussels University, Brussels, Belgium, Europe. Thesis Topic : Artificial Intelligence, Artificial Life. Who’s Who Prof. Dr. Hugo de Garis, biographical entry in Marquis’s “Who’s Who in Science and Engineering”, USA, 2008. Editorial Board Memberships of Academic Journals (5) 1. Executive Editor of the “Journal of Artificial General Intelligence” (JAGI), an online journal at http://journal.agi-network.org (from 2008). 2. “Engineering Letters ” journal (International Association of Engineers, IAENG) 3. “Journal of Evolution and Technology ” (Institute for Ethics and Emerging Technologies, IEET) 4. “Evolutionary Computation ” journal (MIT Press) (former editorial board member, 1992-2007). 5. “Neurocomputing ” journal (Elsevier) (former editorial board member, 2000- 2006) Publications Summary Movie 1 Books 4 Journal Articles 27 Conference Papers 100 Book Chapters 15 Total 147 Movie (1) 6 minutes in the movie “Transcendent Man : The Life and Ideas of Ray Kurzweil”, Ptolemaic Productions, 2009. The movie discusses the rise of massively intelligent machines. Books (4) Hugo de Garis, “The Artilect War : Cosmists vs. Terrans : A Bitter Controversy Concerning Whether Humanity Should Build Godlike Massively Intelligent Machines”, ETC Publications, ISBN 0-88280-153-8, 0-88280-154-6, 2005. (Chinese version) “History of Artificial Intelligence –The Artilect War”, Tsinghua University Press, 2007. Hugo de Garis, “Multis and Monos : What the Multicultured Can Teach the Monocultured : Towards the Growth of a Global State”, ETC Publications, ISBN 978- 088280162-9, 2009. -
Crowdsourcing Semantics for Big Data in Geoscience Applications
Semantics for Big Data AAAI Technical Report FS-13-04 Crowdsourcing Semantics for Big Data in Geoscience Applications 1 2 Tom Narock and Pascal Hitzler 1 Goddard Planetary Heliophysics Institute, University of Maryland, Baltimore County 2 Kno.e.sis Center, Wright State University, Dayton, OH Abstract this shift from paper to Web-native systems has expanded The interleaving of human, machine, and semantics have the scholarly information by orders of magnitude (Priem, potential to overcome some of the issues currently 2013). The scale of this information overwhelms attempts surrounding Big Data. Semantic technologies, in particular, at manual curation and has entered the realm of Big Data. have been shown to adequately address data integration Semantic technologies are seen as an ideal solution to when dealing with data size, variety, and complexity of data sources – the very definition of Big Data. Yet, for some Big Data challenges (Miller and Mork, 2013) and are tasks, semantic algorithms do not reach a level of accuracy beginning to see successes in faster access to Big Data that many production environments require. In this position (Calvanese et al., 2013). We are building on these paper, we argue that augmenting such algorithms with experiences in a current project for the Earth science crowdsourcing is a viable solution. In particular, we community. Using semantics we are enabling semi- examine Big Data within the geosciences and describe outstanding questions regarding the merger of automated alignment between data repositories as well as crowdsourcing and semantics. We present our ongoing work providing means to link data to publication. The intent is to in this area and discuss directions for future research. -
Perfection: United Goal Or Divisive Myth? a Look Into the Concept of Posthumanism and Its Theoretical Outcomes in Science Fiction
PERFECTION: UNITED GOAL OR DIVISIVE MYTH? A LOOK INTO THE CONCEPT OF POSTHUMANISM AND ITS THEORETICAL OUTCOMES IN SCIENCE FICTION by Rebecca McCarthy B.A., Southern Illinois University, 2009 M.A., Southern Illinois University, 2013 A Thesis Submitted in Partial Fulfillment of the Requirements for the Masters of Arts Department of English in the Graduate School Southern Illinois University Carbondale December 2013 Copyright by Rebecca McCarthy, 2013 All Rights Reserved THESIS APPROVAL PERFECTION: UNITED GOAL OR DIVISIVE MYTH? A LOOK INTO THE CONCEPT OF POSTHUMANISM AND ITS THEORETICAL OUTCOMES IN SCIENCE FICTION By Rebecca McCarthy A Thesis Submitted in Partial Fulfillment of the Requirements for the Degree of Masters in the field of English Literature Approved by: Dr. Robert Fox, Chair Dr. Elizabeth Klaver Dr. Tony Williams Graduate School Southern Illinois University Carbondale 8/09/2013 AN ABSTRACT OF THE THESIS OF Rebecca McCarthy, for the Masters of English degree in Literature, presented on August 9, 2013, at Southern Illinois University Carbondale. TITLE: PERFECTION: UNITED GOAL OR DIVISIVE MYTH? A LOOK INTO THE CONCEPT OF POSTHUMANISM AND ITS THEORETICAL OUTCOMES IN SCIENCE FICTION MAJOR PROFESSOR: Dr. Robert Fox As science races to keep up with science fiction, many scientists are beginning to believe that the next step in human evolution will be a combination of human and machine and look a lot like something out of Star Trek. The constant pursuit of perfection is a part of the human condition, but if we begin to stretch beyond the natural human form can we still consider ourselves human? Transhumanism and posthumanism are only theories for now, but they are theories that threaten to permanently displace the human race, possibly pushing it into extinction. -
03 Garbowski.Pdf
ZESZYTY NAUKOWE POLITECHNIKI ŚLĄSKIEJ 2017 Seria: ORGANIZACJA I ZARZĄDZANIE z. 113 Nr kol. 1991 1 Marcin GARBOWSKI 2 John Paul II Catholic University of Lublin 3 Methodology of Science Department at the Faculty of Philosophy 4 [email protected] 5 A CRITICAL ANALYSIS OF THE ASILOMAR AI PRINCIPLES 6 Streszczenie. The article focuses on the analysis of a set of principles 7 concerning the development of artificial intelligence, which were agreed upon a 8 the Asilomar international conference in January 2017. The declaration was 9 signed by leading scholar in the field of transhumanism and representatives of the 10 hi-tech enterprises. The purpose of the article is to lay out the core assumptions 11 behind this established set of norms that aim at the creation of so call „friendly 12 AI” as well as their practical implications. 13 Słowa kluczowe: Artificial intelligence, philosophy of technology, trans- 14 humanism 15 KRYTYCZNA ANALIZA ZASAD DOTYCZĄCYCH SZTUCZNEJ 16 INTELIGENCJI Z ASILOMAR 17 Abstract. Przedmiotem artykułu jest analiza zestawu zasad uzgodnionych na 18 międzynarodowej konferencji w Asilomar ze stycznia 2017 roku dotycząca 19 rozwoju sztucznej inteligencji. Sygnatariuszami porozumienia są czołowi badacze 20 tematyki związanej z transhumanizmem, ale także przedstawiciele koncernów z 21 sektora hi-tech. Celem artykułu jest przedstawienie założeń stojących za 22 deklarowanym szkicem norm, mających na celu wytworzenie tzw. Przyjaznej 23 sztucznej inteligencji oraz ich praktycznych konsekwencji. 24 Keywords: Sztuczna inteligencja, filozofia techniki, transhumanism 25 1. Introduction 26 When we consider the various technological breakthroughs which in the past decades 27 have had the greatest impact on a broad scope of human activity and which are bound to 28 increase it in the coming years, artificial intelligence certainly occupies a prominent place. -
Noospheric Consciousness Beigi, Shima; Heylighen, Francis
Vrije Universiteit Brussel Noospheric consciousness Beigi, Shima; Heylighen, Francis Published in: 13th ACM Web Science Conference 2021 (WebSci ’21 Companion) DOI: 10.1145/3462741.3466657 Publication date: 2021 License: Unspecified Document Version: Final published version Link to publication Citation for published version (APA): Beigi, S., & Heylighen, F. (2021). Noospheric consciousness: integrating neural models of consciousness and of the web. In 13th ACM Web Science Conference 2021 (WebSci ’21 Companion): ,June 21–25, 2021, Virtual Event, United Kingdom (pp. 63-66). (ACM International Conference Proceeding Series). New York: ACM. https://doi.org/10.1145/3462741.3466657 General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain • You may freely distribute the URL identifying the publication in the public portal Take down policy If you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediately and investigate your claim. Download date: 30. Sep. 2021 Noospheric consciousness integrating neural models of consciousness and of the web Shima Beigi Francis Heylighen Center Leo Apostel, Vrije Universiteit Brussel Center Leo Apostel, Vrije Universiteit Brussel [email protected] [email protected] ABSTRACT learn from the way documents are being used in the same con- The world-wide web has been conceptualized as a global brain for text in order to suggest related documents. -
Global Brain Inspired Alignment by Drupal: Between Strategic Problems, Practical Web Development and Cognitive Insights
Global brain inspired alignment by Drupal: between strategic problems, practical web development and cognitive insights. Mixel Kiemen1 [email protected] Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium The global brain is a metaphorical description of what the Internet can become. For many, the Internet is a knowledge system, but a brain is about intelligence. This paper will make a global brain inspired alignment by adding the notion of aggregative intelligence to the global brain vision. Such an alignment can be particularly useful for R&D management. The paper will present a case study, an interdisciplinary analysis and an action-research experiment. The case is about Drupal, an open source content management system. The interdisciplinary analysis is about complex adaptive systems, multi-agent systems and feedback mechanisms. The case and the analysis lead to alignment statements, which are further illustrated by an action-research experiment. The experiment is about the course “Web Service Development for Business”. In this course, the alignment statements are applied to build social-software and web 2.0 applications, using Drupal as framework. The case study, the analysis and the experiment denote hypotheses that can be verified in future studies. 1. Introduction successful in specific niches, general artificial intelligence – known as strong AI (Searle, 1980) – is barely touched The global brain concept is about a worldwide network upon. On the other hand, intelligence has become evolving towards a super brain (Mayer-Kress and abundant, through the web as a global communication Barczys, 1995; Heylighen, 1997). The global brain is not platform (Friedman, 2005). Such intelligence can be pro-actively built: visions follow after practice. -
The Thalamus Integrates the Macrosystems of the Brain to Facilitate Complex, Adaptive Brain Network Dynamics
Progress in Neurobiology xxx (xxxx) xxx Contents lists available at ScienceDirect Progress in Neurobiology journal homepage: www.elsevier.com/locate/pneurobio Perspective article The thalamus integrates the macrosystems of the brain to facilitate complex, adaptive brain network dynamics James M. Shine Sydney Medical School, The University of Sydney, Australia ARTICLE INFO ABSTRACT Keywords: The human brain is a complex, adaptive system comprised of billions of cells with trillions of connections. The Thalamus interactions between the elements of the system oppose this seemingly limitless capacity by constraining the Cortex system’s dynamic repertoire, enforcing distributed neural states that balance integration and differentiation. Basal ganglia How this trade-off is mediated by the brain, and how the emergent, distributed neural patterns give rise to Cerebellum cognition and awareness, remains poorly understood. Here, I argue that the thalamus is well-placed to arbitrate Attractor landscape Cognition the interactions between distributed neural assemblies in the cerebral cortex. Different classes of thalamocortical connections are hypothesized to promote either feed-forward or feedback processing modes in the cerebral cortex. This activity can be conceptualized as emerging dynamically from an evolving attractor landscape, with the relative engagement of distinct distributed circuits providing differing constraints over the manner in which brain state trajectories change over time. In addition, inputs to the distinct thalamic populations from the cer ebellum and basal ganglia, respectively, are proposed to differentially shape the attractor landscape, and hence, the temporal evolution of cortical assemblies. The coordinated engagement of these neural macrosystems is then shown to share key characteristics with prominent models of cognition, attention and conscious awareness. -
Conferences with Internet Web-Casting As Binding
ConferenceswithInternetWeb-CastingasBindingEventsina GlobalBrain:ExampleDataFromComplexityDigest A. Das, C.Gershenson, Dept.ofMathematics CenterLeoApostel,VrijeUniv.Brussel,Belgium JadavpurUniv.,India [email protected] [email protected] G.Mayer-Kress, P.Das Dept.ofKinesiology Dept.ofMathematics PennStateUniv.,PA JadavpurUniv.,India [email protected] [email protected] Abstract ThereislikenessoftheInternettohumanbrainswhich strength of connection. These synaptic weights are has led to the metaphor of the world-wide computer continuouslymodifiedbyourphysicalandpsychological networkasa`GlobalBrain'.Weconsiderconferencesas activities[1]. 'bindingevents'intheGlobalBrainthatcanleadtometa- cognitivestructuresonaglobalscale.Oneofthecritical 1.2 Globalbrain factors for that phenomenon to happen (similar to the biologicalbrain)arethetime-scalescharacteristicforthe ThereislikenessoftheInternettohumanbrains.For information exchange. In an electronic newsletter- the example, the organization of information on the world Complexity Digest (ComDig) we include webcasting of wideweb(WWW)withhypertextlinkscloselyresembles audio (mp3) and video (asf) files from international theassociativeconnectionsformedbyneuronsinthebrain conferences in the weekly ComDig issues. Here we [2,3,4]. The Internet network encompasses the entire presentthetimevariationoftheweeklyrateofaccessesto globe,holdingthepossibilityforlinkingallhumanswitha theconferencefiles.Fromthoseempiricaldataitappears means of virtually instant interaction. The Internet has a that the -
Global Solutions Vs. Local Solutions for the AI Safety Problem
big data and cognitive computing Article Global Solutions vs. Local Solutions for the AI Safety Problem Alexey Turchin 1,* , David Denkenberger 2 and Brian Patrick Green 3 1 Science for Life Extension Foundation, Prospect Mira 124-15, Moscow 129164, Russia 2 Alliance to Feed the Earth in Disasters (ALLFED), University of Alaska Fairbanks, Fairbanks, AK 99775, USA; [email protected] 3 Markkula Center for Applied Ethics, Santa Clara University, Santa Clara, CA 95053, USA; [email protected] * Correspondence: [email protected] Received: 16 December 2018; Accepted: 15 February 2019; Published: 20 February 2019 Abstract: There are two types of artificial general intelligence (AGI) safety solutions: global and local. Most previously suggested solutions are local: they explain how to align or “box” a specific AI (Artificial Intelligence), but do not explain how to prevent the creation of dangerous AI in other places. Global solutions are those that ensure any AI on Earth is not dangerous. The number of suggested global solutions is much smaller than the number of proposed local solutions. Global solutions can be divided into four groups: 1. No AI: AGI technology is banned or its use is otherwise prevented; 2. One AI: the first superintelligent AI is used to prevent the creation of any others; 3. Net of AIs as AI police: a balance is created between many AIs, so they evolve as a net and can prevent any rogue AI from taking over the world; 4. Humans inside AI: humans are augmented or part of AI. We explore many ideas, both old and new, regarding global solutions for AI safety.