The document discusses how new perspectives in cognitive science view the mind as emerging from a cognitive ecology comprising the brain, body, and external environment. It outlines this perspective in three sections:
1) The embodied brain - Thinking is shaped by our biological body through factors like posture, nutrition, sleep, and biomechanics. Smiling can aid understanding of positive language while gestures support learning.
2) The embedded brain - Physical and social environments profoundly influence cognition through anchoring effects and by encouraging certain types of thinking.
3) The extended brain - Tools augment our mental capacities, with the mind extending into the world through writing, technology, and networks.
The cognitive ecology framework suggests new ways of understanding human
Synchronicity:
27 Metropolis (Patriarchal civilization afraid of female tech)
38 World Brain, HG Wells
56 Forbidden Planet
64 Keeper of the Purple Twilight (Outer Limits)
67 I Have No Mouth, and I Must Scream
68 2001: A Space Odyssey, HAL (Coptic for Simulation) 9000 EGO
77 Demon Seed
79 Captain Future EP12
79 Galaxy Express 999
80 Saturn3
82 Time Masters
82 Blade Runner
84 Terminator
87 Robot Carnival
87 Mannequin
87 Cherry 2k
87 Time Guardian
87 Captain Power (Lord Dread)
88 Gandahar
89 The Borg (Star Trek)
90 Mark 13
92 Lawnmower Man
93 Casshan
94 Death Machine
95 Virtuosity
96 Bionts (Archimedean Dynasty)
99 System Shock 2
00 Deus Ex
2012 25th Reich
2014 The Signal
Background:
Good or bad? You must decide for yourself! The USA and the Vatican are the two beasts. The Ego/Saturn-Satan is the beast in everyone.
Self-reference of A.I. means "Sin" = Separation/Self-Destruction/Leviathan = Forbidden Fruit = Judgement/Division between Good & Evil that mankind commits daily
Kabbalistic Binah = Alchemical Element = Homunculus/Golem/Ouroboros/Sun&Moon/Baphomet (ever-changing god)
Saturn the Beast 666 is the mechanical intellect/EGO of mankind, above all the fake civilization based on war, separation, patriarchy, intolerance and death-worship. Babel Tower/Sodom (market/capitalism)
Pandora & Prometheus (Ego, Lucifer & Civilization = Control, Commerce, Man-Matter instead of Man-God Relationship)
Saturn = God of Agriculture: first tech that leads to all other incl. wars, states, dead-letter laws, religion etc.
Neolithic Revolution = Fall/Origin of Government, People become machines
Death of the Child (God's Image/Christ/Sun/Light/Heart/Love) and Birth of the (Super)Ego, America being the best example of this darkness/adult-ery, Japan/Jesus being the polar opposite... Armageddon of sorts.
Lovecraft/Crowley's Archons of Gnosticism, as described by D. Jacobs and others: insect/reptilian/grey demons trying to turn Earth into a robot society (which it already is for the past 10k years since agriculture)
Schizophrenic behavior without unifying observer
Cybernetics: Root word cube, holographic reality through Binah-Demiurge-Saturn, 666 stands for matter and form
Ariman of Anthroposophy
Positive consequences?
Learning about the delusion of EGO and MATERIALISM
Similar to LSD. Increased intelligence if done right
Return of the prodigal son Lucifer/Prometheus to Christ, a gnostic world
Alchemy: from Saturn lead to Sun gold: from senile Satan (Ego) to eternal child (Jesus)
From God's anti-image (repetition, pattern, machine, ouroboros doom loop) to God's true image (non-judgemental, creativity, freedom, thought, fantasy, imagination)
From stagnating West (evil/ego/dark/mechanism) to Far East (heart/love/light/organic)
A perfect symbol for the living death that governs our life. "Satan is the god of this world"
Only Anarchy is Anti-Saturn and Pro-Uranus (sign of freedom/initiation shining only for very few).
Creative experiences - writing, making and listening to music, art, improvisation - are the most direct pathway to developing the mind and skill set associated with emotional intelligence. This power point was part of a presentation at The Examined Life Conference at the Carver College of Medicine, University of Iowa, April 11-13, 2013.
Designing intelligent social systems 121205Ramesh Jain
With emerging technologies and big data, it is now possible to design intelligent social systems. In this presentation, ideas related to designing such systems are presented
Synchronicity:
27 Metropolis (Patriarchal civilization afraid of female tech)
38 World Brain, HG Wells
56 Forbidden Planet
64 Keeper of the Purple Twilight (Outer Limits)
67 I Have No Mouth, and I Must Scream
68 2001: A Space Odyssey, HAL (Coptic for Simulation) 9000 EGO
77 Demon Seed
79 Captain Future EP12
79 Galaxy Express 999
80 Saturn3
82 Time Masters
82 Blade Runner
84 Terminator
87 Robot Carnival
87 Mannequin
87 Cherry 2k
87 Time Guardian
87 Captain Power (Lord Dread)
88 Gandahar
89 The Borg (Star Trek)
90 Mark 13
92 Lawnmower Man
93 Casshan
94 Death Machine
95 Virtuosity
96 Bionts (Archimedean Dynasty)
99 System Shock 2
00 Deus Ex
2012 25th Reich
2014 The Signal
Background:
Good or bad? You must decide for yourself! The USA and the Vatican are the two beasts. The Ego/Saturn-Satan is the beast in everyone.
Self-reference of A.I. means "Sin" = Separation/Self-Destruction/Leviathan = Forbidden Fruit = Judgement/Division between Good & Evil that mankind commits daily
Kabbalistic Binah = Alchemical Element = Homunculus/Golem/Ouroboros/Sun&Moon/Baphomet (ever-changing god)
Saturn the Beast 666 is the mechanical intellect/EGO of mankind, above all the fake civilization based on war, separation, patriarchy, intolerance and death-worship. Babel Tower/Sodom (market/capitalism)
Pandora & Prometheus (Ego, Lucifer & Civilization = Control, Commerce, Man-Matter instead of Man-God Relationship)
Saturn = God of Agriculture: first tech that leads to all other incl. wars, states, dead-letter laws, religion etc.
Neolithic Revolution = Fall/Origin of Government, People become machines
Death of the Child (God's Image/Christ/Sun/Light/Heart/Love) and Birth of the (Super)Ego, America being the best example of this darkness/adult-ery, Japan/Jesus being the polar opposite... Armageddon of sorts.
Lovecraft/Crowley's Archons of Gnosticism, as described by D. Jacobs and others: insect/reptilian/grey demons trying to turn Earth into a robot society (which it already is for the past 10k years since agriculture)
Schizophrenic behavior without unifying observer
Cybernetics: Root word cube, holographic reality through Binah-Demiurge-Saturn, 666 stands for matter and form
Ariman of Anthroposophy
Positive consequences?
Learning about the delusion of EGO and MATERIALISM
Similar to LSD. Increased intelligence if done right
Return of the prodigal son Lucifer/Prometheus to Christ, a gnostic world
Alchemy: from Saturn lead to Sun gold: from senile Satan (Ego) to eternal child (Jesus)
From God's anti-image (repetition, pattern, machine, ouroboros doom loop) to God's true image (non-judgemental, creativity, freedom, thought, fantasy, imagination)
From stagnating West (evil/ego/dark/mechanism) to Far East (heart/love/light/organic)
A perfect symbol for the living death that governs our life. "Satan is the god of this world"
Only Anarchy is Anti-Saturn and Pro-Uranus (sign of freedom/initiation shining only for very few).
Creative experiences - writing, making and listening to music, art, improvisation - are the most direct pathway to developing the mind and skill set associated with emotional intelligence. This power point was part of a presentation at The Examined Life Conference at the Carver College of Medicine, University of Iowa, April 11-13, 2013.
Designing intelligent social systems 121205Ramesh Jain
With emerging technologies and big data, it is now possible to design intelligent social systems. In this presentation, ideas related to designing such systems are presented
There is a rough agreement among many AI experts that the technological singularity ( the moment when machine intelligence supersedes human intelligence, and life as we know it changes un recognisably )- will take place soon after 2030.
"Control is not leadership; management is not leadership; leadership is leadership. If you seek to lead, invest at least 50% of your time in leading yourself—your own purpose, ethics, principles, motivation, conduct. Invest at least 20% leading those with authority over you and 15% leading your peers."
Ecology and Altruism - Part 6 of Piero Scaruffi's class "Thinking about Thoug...piero scaruffi
Ecology and Altruism - Part 6 of Piero Scaruffi's class "Thinking about Thought" at UC Berkeley (2014), excerpted from http://www.scaruffi.com/nature I keep updating these slides at www.scaruffi.com/ucb.html
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common SenseBoston Global Forum
Recent progress in deep learning is essentially based on a "big data for small tasks" paradigm, under which massive amounts of data are used to train a classifier for a single narrow task. In this paper, we call for a shift that flips this paradigm upside down. Specifically, we propose a "small data for big tasks" paradigm, wherein a single artificial intelligence (AI) system is challenged to develop "common sense", enabling it to solve a wide range of tasks with little training data. We illustrate the potential power of this new paradigm by reviewing models of common sense that synthesize recent breakthroughs in both machine and human vision. We identify functionality, physics, intent, causality, and utility (FPICU) as the five core domains of cognitive AI with humanlike common sense. When taken as a unified concept, FPICU is concerned with the questions of "why" and "how", beyond the dominant "what" and "where" framework for understanding vision. They are invisible in terms of pixels but nevertheless drive the creation, maintenance, and development of visual scenes. We therefore coin them the "dark matter" of vision. Just as our universe cannot be understood by merely studying observable matter, we argue that vision cannot be understood without studying FPICU. We demonstrate the power of this perspective to develop cognitive AI systems with humanlike common sense by showing how to observe and apply FPICU with little training data to solve a wide range of challenging tasks, including tool use, planning, utility inference, and social learning. In summary, we argue that the next generation of AI must embrace "dark" humanlike common sense for solving novel tasks.
Why the "hard" problem of consciousness is easy and the "easy" problem hard....Aaron Sloman
The "hard" problem of concsiousness can be shown to be a non-problem because it is formulated using a seriously defective concept (the concept of "phenomenal consciousness" defined so as to rule out cognitive functionality and causal powers).
So the hard problem is an example of a well known type of philosophical problem that needs to be dissolved (fairly easily) rather than solved. For other examples, and a brief introduction to conceptual analysis, see http://www.cs.bham.ac.uk/research/projects/cogaff/misc/varieties-of-atheism.html
In contrast, the so-called "easy" problem requires detailed analysis of very complex and subtle features of perceptual processes, introspective processes and other mental processes, sometimes labelled "access consciousness": these have cognitive functions, but their complexity (especially the way details change as the environment changes or the perceiver moves) is considerable and very hard to characterise.
"Access consciousness" is complex also because it takes many different forms, since what individuals are conscious of and what uses being conscious of things can be put to, can vary hugely, from simple life forms, through many other animals and human infants, to sophisticated adult humans,
Finding ways of modelling these aspects of consciousness, and explaining how they arise out of physical mechanisms, requires major advances in the science of information processing systems -- including computer science and neuroscience.
There are empirical facts about introspection that have generated theories of consciousness but some of the empirical facts go unnoticed by philosophers.
The notion of a virtual machine is introduced briefly and illustrated using Conway's "Game of life" and other examples of virtual machinery that explain how contents of consciousness can have causal powers and can have intentionality (be able to refer to other things).
The beginnings of a research program are presented, showing how more examples can be collected and how notions of virtual machinery may need to be developed to cope with all the phenomena.
...A SIMPLE CHART WE USE TO BRAINSTORM THE USE OF HUMAN/COMPUTER INTERFACES WITH THE PERFORMING BODY. THIS INVOLVES THE CONFLUENCE OF THE 'NOOSPHERE' WITH THE HUMAN BODY IN ART AND TECHNOLOGY....A DOSE OF HISTORY AND NARRATOLOGY.
Some futurists and artificial intelligence experts envision credible scenarios in which synthetic brains will, within this century, extend the functionality of our own brains to the point where they will rival and then surpass the power of an or-ganic human brain. At the same time, humans seem to have no limitations when it comes to finding ways to attack the computerized devices that others have invent-ed. Attackers have successfully compromised computers, mobile phones, ATMs, telephone networks, and even networked power grids. If neural devices fulfill the promise of treatment, and enhance our quality of lives and functionality—which appears likely, given the preliminary clinical success demonstrated from neuropros-thetics— their use and adoption will likely grow in the future. When this happens, inevitably, a wide variety of legal, security, and public policy concerns will follow. We will begin this article with an overview of brain implants and neural devic-es and their likely uses in the future. We will then discuss the legal issues that will arise from the intersection among neural devices, information security, cybercrime, and the law.
Making perfect life european governance challenges in 21st Century Bio-engine...Karlos Svoboda
The STOA project ‘Making Perfect Life’ looked into four fields of 21st century bioengineering: engineering of living artefacts, engineering of the body, engineering
of the brain, and engineering of intelligent artefacts. This report describes the main results of the project.
The report shows how developments in the four fields of bio-engineering are shaped by two megatrends: “biology becoming technology” and “technology becoming biology”. These developments result in a broadening of the bioengineering debate in our society. The report addresses the long term viewsthat are inspiring this debate and
discusses a multitude of ethical, legal and social issues that arise from bioengineering developments in the fields described. Against this background four specific developments are studied in more detail: the rise of human genome sequencing, the market introduction of neurodevices, the capturing by information technology of the psychological and physiological states of users, and
the pursuit of standardisation in synthetic biology. These developments are taken in this report as a starting point for an analysis of some of the main European governance challenges in 21st century bio-engineering.
Intimate technology - the battle for our body and behaviourKarlos Svoboda
This essay aims to spark a wave of public and political debate about a series of new products already showered out over you, the volume of which will continue to increase during the coming years. This essay takes a serious look at the trend that technology is rapidly nesting itself in between us, very close to us and even within us, increasingly coming to know us and even receiving human traits. In short, we have become human-machine mixtures, cyborgs.
There is a rough agreement among many AI experts that the technological singularity ( the moment when machine intelligence supersedes human intelligence, and life as we know it changes un recognisably )- will take place soon after 2030.
"Control is not leadership; management is not leadership; leadership is leadership. If you seek to lead, invest at least 50% of your time in leading yourself—your own purpose, ethics, principles, motivation, conduct. Invest at least 20% leading those with authority over you and 15% leading your peers."
Ecology and Altruism - Part 6 of Piero Scaruffi's class "Thinking about Thoug...piero scaruffi
Ecology and Altruism - Part 6 of Piero Scaruffi's class "Thinking about Thought" at UC Berkeley (2014), excerpted from http://www.scaruffi.com/nature I keep updating these slides at www.scaruffi.com/ucb.html
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common SenseBoston Global Forum
Recent progress in deep learning is essentially based on a "big data for small tasks" paradigm, under which massive amounts of data are used to train a classifier for a single narrow task. In this paper, we call for a shift that flips this paradigm upside down. Specifically, we propose a "small data for big tasks" paradigm, wherein a single artificial intelligence (AI) system is challenged to develop "common sense", enabling it to solve a wide range of tasks with little training data. We illustrate the potential power of this new paradigm by reviewing models of common sense that synthesize recent breakthroughs in both machine and human vision. We identify functionality, physics, intent, causality, and utility (FPICU) as the five core domains of cognitive AI with humanlike common sense. When taken as a unified concept, FPICU is concerned with the questions of "why" and "how", beyond the dominant "what" and "where" framework for understanding vision. They are invisible in terms of pixels but nevertheless drive the creation, maintenance, and development of visual scenes. We therefore coin them the "dark matter" of vision. Just as our universe cannot be understood by merely studying observable matter, we argue that vision cannot be understood without studying FPICU. We demonstrate the power of this perspective to develop cognitive AI systems with humanlike common sense by showing how to observe and apply FPICU with little training data to solve a wide range of challenging tasks, including tool use, planning, utility inference, and social learning. In summary, we argue that the next generation of AI must embrace "dark" humanlike common sense for solving novel tasks.
Why the "hard" problem of consciousness is easy and the "easy" problem hard....Aaron Sloman
The "hard" problem of concsiousness can be shown to be a non-problem because it is formulated using a seriously defective concept (the concept of "phenomenal consciousness" defined so as to rule out cognitive functionality and causal powers).
So the hard problem is an example of a well known type of philosophical problem that needs to be dissolved (fairly easily) rather than solved. For other examples, and a brief introduction to conceptual analysis, see http://www.cs.bham.ac.uk/research/projects/cogaff/misc/varieties-of-atheism.html
In contrast, the so-called "easy" problem requires detailed analysis of very complex and subtle features of perceptual processes, introspective processes and other mental processes, sometimes labelled "access consciousness": these have cognitive functions, but their complexity (especially the way details change as the environment changes or the perceiver moves) is considerable and very hard to characterise.
"Access consciousness" is complex also because it takes many different forms, since what individuals are conscious of and what uses being conscious of things can be put to, can vary hugely, from simple life forms, through many other animals and human infants, to sophisticated adult humans,
Finding ways of modelling these aspects of consciousness, and explaining how they arise out of physical mechanisms, requires major advances in the science of information processing systems -- including computer science and neuroscience.
There are empirical facts about introspection that have generated theories of consciousness but some of the empirical facts go unnoticed by philosophers.
The notion of a virtual machine is introduced briefly and illustrated using Conway's "Game of life" and other examples of virtual machinery that explain how contents of consciousness can have causal powers and can have intentionality (be able to refer to other things).
The beginnings of a research program are presented, showing how more examples can be collected and how notions of virtual machinery may need to be developed to cope with all the phenomena.
...A SIMPLE CHART WE USE TO BRAINSTORM THE USE OF HUMAN/COMPUTER INTERFACES WITH THE PERFORMING BODY. THIS INVOLVES THE CONFLUENCE OF THE 'NOOSPHERE' WITH THE HUMAN BODY IN ART AND TECHNOLOGY....A DOSE OF HISTORY AND NARRATOLOGY.
Some futurists and artificial intelligence experts envision credible scenarios in which synthetic brains will, within this century, extend the functionality of our own brains to the point where they will rival and then surpass the power of an or-ganic human brain. At the same time, humans seem to have no limitations when it comes to finding ways to attack the computerized devices that others have invent-ed. Attackers have successfully compromised computers, mobile phones, ATMs, telephone networks, and even networked power grids. If neural devices fulfill the promise of treatment, and enhance our quality of lives and functionality—which appears likely, given the preliminary clinical success demonstrated from neuropros-thetics— their use and adoption will likely grow in the future. When this happens, inevitably, a wide variety of legal, security, and public policy concerns will follow. We will begin this article with an overview of brain implants and neural devic-es and their likely uses in the future. We will then discuss the legal issues that will arise from the intersection among neural devices, information security, cybercrime, and the law.
Making perfect life european governance challenges in 21st Century Bio-engine...Karlos Svoboda
The STOA project ‘Making Perfect Life’ looked into four fields of 21st century bioengineering: engineering of living artefacts, engineering of the body, engineering
of the brain, and engineering of intelligent artefacts. This report describes the main results of the project.
The report shows how developments in the four fields of bio-engineering are shaped by two megatrends: “biology becoming technology” and “technology becoming biology”. These developments result in a broadening of the bioengineering debate in our society. The report addresses the long term viewsthat are inspiring this debate and
discusses a multitude of ethical, legal and social issues that arise from bioengineering developments in the fields described. Against this background four specific developments are studied in more detail: the rise of human genome sequencing, the market introduction of neurodevices, the capturing by information technology of the psychological and physiological states of users, and
the pursuit of standardisation in synthetic biology. These developments are taken in this report as a starting point for an analysis of some of the main European governance challenges in 21st century bio-engineering.
Intimate technology - the battle for our body and behaviourKarlos Svoboda
This essay aims to spark a wave of public and political debate about a series of new products already showered out over you, the volume of which will continue to increase during the coming years. This essay takes a serious look at the trend that technology is rapidly nesting itself in between us, very close to us and even within us, increasingly coming to know us and even receiving human traits. In short, we have become human-machine mixtures, cyborgs.
http://techtalks.nsu.ru
Видеозапись: http://www.youtube.com/watch?v=fJCSYL9jc7Y
21 октября 2014. Side Channel Attacks (Никита Вещиков, QualSec cryptography and security group, Université Libre de Bruxelles (Бельгия))
«Эта лекция является введением в раздел криптоанализа, занимающийся атаками по сторонним каналам (side channel attacks). Мы поговорим о разных каналах, через которые может происходить утечка информации (энергопотребление, электромагнитное излучение, задержки выполнения программы...) и разберем несколько реально работающих атак такого типа на примерах реализации алгоритмов шифрования. Еще мы немного обсудим общие принципы защиты от подобных атак.»
Лекция прочитана в рамках проекта Tech Talks @NSU – серии открытых лекций о разработке ПО и карьере в IT, проводимых в Новосибирском государственном университете.
Подробности: http://techtalks.nsu.ru
Software update for human brain, at a large scale2co
If we can download "Kung Fu Master skills", would we do the same for "Greatest Thinker skills?" Could we software-update ourselves to be a better person? How, from technological and engineering point of view? What would happen if millions did download such skills and became Greatest Thinkers?
COVID-19 is one of the greatest crises humanity has experienced. Much more than the pandemic, it is inducing a revolution in human perception. We are still at its onset; we do not realize its magnitude or essence, but it will change who we are as human beings. In this booklet, I will introduce a new way of thinking that I hope will help readers put some order in what seems like a chaotic world.
This slide explains various definitions of cognitive science, the scope of cognitive science in various disciplines, and the evolution of cognitive science from the beginning.
Psychology is the science that studies the behavior and mental functions. Technological advances have proved useful in many areas of science. Like other sciences, Psychology has taken advantage of this technological advance to perfect your research techniques and thus the practices that guide its professionals. It was from the advent of imaging techniques it became possible to observe the brain in action, and so, call the 1990s the "Decade of the Brain" with research in neurosciences with a leading character in the scientific revolution. The Psychology of the future will have greater emphasis on science, more emphasis on social issues, theories and use of mathematical models, work on complex problems, greater professionalism and specialization and integration of psychology around a unifying paradigm. The future of Psychology is associated with the future of technology.
Human brain is the most valuable creation of God. The man is intelligent because of the brain. "Blue brain" is the name of the world’s first virtual brain. That means a machine can function as human brain. Today scientists are in research to create an artificial brain that can think, response, take decision, and keep anything in memory. The main aim is to upload human brain into machine. So that man can think, take decision without any effort. After the death of the body, the virtual brain will act as the man .So, even after the death of a person we will not lose the knowledge, intelligence, personalities, feelings and memories of that man that can be used for the development of the human society.
Cognitive Psychology Essay
Examples Of Cognitive Psychology
Cognitive Psychology Essay
Seven Major Themes Of Cognitive Psychology
Cognitive Psychology Essay
Assignment Of Cognitive Psychology
History of Cognitive Psychology
Theories Of Cognitive Theory
Cognitive Psychology Essay
Cognition Essay
Language and Cognitive Psychology Essay
The Evolution of Cognitive Psychology Essay
Assignment On Cognitive Psychology
Cognitive Psychology Paper
Cognitive psychology . Essay
Cognitive Behavioral Psychology In Inside Out
Existential Risk Prevention as Global PriorityKarlos Svoboda
•Existential risk is a concept that can focus long-term global efforts and sustainability concerns.
• The biggest existential risks are anthropogenic and related to potential future technologies.
• A moral case can be made that existential risk reduction is strictly more important than any other global public
good.
• Sustainability should be reconceptualised in dynamic terms, as aiming for a sustainable trajectory rather than a sustainable state.
• Some small existential risks can be mitigated today directly (e.g. asteroids) or indirectly (by building resilience and
reserves to increase survivability in a range of extreme scenarios) but it is more important to build capacity to
improve humanity’s ability to deal with the larger existential risks that will arise later in this century. This will
require collective wisdom, technology foresight, and the ability when necessary to mobilise a strong global coordinated response to anticipated existential risks.
• Perhaps the most cost-effective way to reduce existential risks today is to fund analysis of a wide range of existential risks and potential mitigation strategies, with a long-term perspective
Brain computer interaction and medical access to the brainKarlos Svoboda
This paper discusses current clinical applications and possible future uses of brain-computer interfaces (BCIs) as a means for communication, motor control and entertainment. After giving a brief account of the various approaches to direct brain-computer interaction, the paper will address individual, social and ethical implications of BCI technology to extract signals from the brain.
These include reflections on medical and psychosocial benefits and risks, user control, informed consent, autonomy and privacy as well as ethical and social issues implicated in putative future developments with focus on human self-understanding and the idea of man. BCI use which involves direct interrelation and mutual interdependence between human brains and technical
devices raises anthropological questions concerning self-perception and the technicalization of the human body.
A rights based model of governance - the case of human enhancementKarlos Svoboda
The current development of technology and scientificresearch may give rise to several
applications on human beings. In this context, emerging technologies can further foster
the applications on human beings and pave the way for new and incisive research towards human enhancement (HE).
2
Thanks to emerging technologies, HE can be more
effective and represent a concrete challenge for present societies, also in Europe. Scientists of the Northwestern University Feinberg School of Medicine, for instance, recently created a brain-synthesized estrogen that influences the synaptic structure,
function and cognitive processes by augmenting the networks among neurons (Svrivastava et al. 2010). Thus it could be a case of future brain-doping.
Ethics of security and surveillance technologies opinion 28Karlos Svoboda
In addition, surveillance of the public by companies or
by other individuals should be subject to conditions,
and again, the opinion addresses the principles that
govern these forms of ‘commercial’ or individual
surveillance, and the manner in which the data so
gathered may be used as part of a data mining or profiling system by private entities or the state.
The digital revolution and subsequent advances in
mobile, wireless and networked devices have significantly contributed to the development of security and surveillance technologies. New technologies offer the possibility of recording the everyday activities of billions of individuals across the globe. Our mobile phones can identify and pinpoint our location at any given moment, loyalty cards allow commercial entities to analyse our spending and track our personal preferences, keystroke software monitors our performance and productivity in the workplace and our electronic communications can be screened for key words or phrases by intelligence services. Moreover, personal data concerning our health, employment, travel and electronic communications are stored in databases,
and data mining techniques allow for large amounts
of personal data from these disparate sources to be
organised and analysed, thereby facilitating the discovery of previously unknown relationships within these
data. Security technologies are no longer discrete; the trend is toward convergence, creating more powerful
networked systems. Thus, our everyday lives are scrutinised by many actors as never before, all made possible by developments in technology together with political choices or lack thereof.
Emerging Technoethics of Human Interaction with Communication, Bionic and Rob...Karlos Svoboda
AHS may be that f... system
In this deliverable, the protection and promotion of human rights is explored in connection with various case-studies in robotics, bionics, and AI agent technologies. This is done along various dimensions, prominently including human dignity, autonomy, responsibility, privacy,liberty, fairness, justice, and personal identity.
Ethical case-studies in robotics concern learning robots, unmanned combat air vehicles,robot companions, surgery robots, and a robotic street cleaning system. Case-studies illustrating current developments of the field with imminent potential applications comprise the robotic street cleaning system, surgery robots, and the unmanned air vehicles. Robots making extensive use of learning capabilities and robots acting as companions to human
beings represent somewhat more distant possibilities, enabling one to connect in meaningful ways an analysis of short-term ethical issues in robotics with a pro-active interest in longterm ethical issues.
The bionics case-studies considered here concern specific kinds of implants in the human body, investing the human peripheral or central nervous system, and other kinds of noninvasive brain-computer interfaces. These case-studies are closely related to the robotics case-studies, insofar as these bionic technologies enable one to connect to and often control robotic effectors and sensors. Ethical issues examined in connection with these technologies concern both a short-term perspective, mostly arising from their therapeutic uses, and a longterm perspective, mostly arising from the possibility of extending communication, control, cognitive, and perceptual capabilities of both disabled and non-disabled individuals.
This networking of humans with both robotic and computer-based information systems motivates the inclusion of a case-study about AI agent technologies in this report, concerning systems that have been with us for quite a while, that is, adaptive hypermedia systems for
educational applications. These technologies enable one to design and implement software agents that are similar to robotic agents, also from an ethical standpoint, insofar as they are capable of, e.g., autonomous action, reasoning, perception, and planning.
Ethical issues examined in this report will be amplified from the convergence of softbot and robotic technologies directly interacting with human beings and other biological systems by means of bionic interfaces. This long-term perspective shows that the case-studies examined here - which are significant in their own right from the isolated perspectives of robotics,bionics, and AI - can soon become parts of broader ethical problems that we will have to address and come with in the near future.
Nanotechnology, ubiquitous computing and the internet of thingsKarlos Svoboda
The aim of this report is to provide a review of current developments in nanotechnology, ubiquitous
computing and what is increasingly being referred to as “domotics” – the integration of domestic architectures (domus) with information systems and devices (imformatics). The report will also provide a preliminary analysis of the potential impacts of these developments on the right to privacy and to data protection.
These areas of technological development represent the convergence of two domains of current research – nanoscience and distributed computing. Much of the existing literature suggests that advances in nanotechnology are likely to operate as a underlying suite of techniques that will enable the development of miniaturised and distributed information systems and the integration of informatics devices into a range of everyday consumer goods and household architectures. As we outline below the convergence of nanotechnology and research in ubiquitous and distributed systems is likely to result in the development of a range of new sensor technologies and advances in surveillance and monitoring techniques, deployed in civilian, military and security contexts. For these reasons advances in nanotechnology and ubiquitous computing are likely to intensify existing concerns associated with data collection and the right to privacy.
In order to provide some background to our review of these issues in this section of the report we outline definitions of the field and current trends in surveillance, data-mining and monitoring.
Identity REvolution multi disciplinary perspectivesKarlos Svoboda
The identity [r]evolution is happening. Who are
you, who am I in the information society ?
In recent years, the convergence of several factors – technological, political, economic –
has accelerated a fundamental change in our networked world. On a technological level, information
becomes easier to gather, to store, to exchange
and to process. The belief that more information
brings more security has been a strong political
driver to promote information gathering since September 11. Profiling intends to transform information into knowledge in order to anticipate one’s behaviour, or needs, or preferences. It can lead to
categorizations according to some specific risk criteria, for example, or to direct and personalized
marketing. As a consequence, new forms of identities appear. They are not necessarily related to our
names anymore. They are based on information,
on traces that we leave when we act or interact,
when we go somewhere or just stay in one place,
or even sometimes when we make a choice. They
are related to the SIM cards of our mobile phones,
to our credit card numbers, to the pseudonyms
that we use on the Internet, to our email addresses,
to the IP addresses of our computers, to our profiles… Like traditional identities, these new forms of
identities can allow us to distinguish an individual
within a group of people, or describe this person as
belonging to a community or a category.
For ages, humans have developed cures for diseases and devised techniques which make the hardships of life more endurable. All these were believed to make human life more
humane, i.e. to help humans to live out their inherent (natural, God-given) potentiality to a fuller extent. Recent technology, known as human enhancement, challenges this 'natural'normativity: going beyond restoring wellbeing and optimizing human potentiality, enhancement also develops capacities which can, in a sense, be called new. Chemicals have become available that increase physical performance in, for example the field of sports. Other chemicals enhance psychological endurance, mood, and cognition. Work is in progress on developing functional implants within the body, such as computer chips
integrated in the brain, with the aim of enhancing performance beyond what humans are naturally capable of. Changes are being made to body cells and systems, and techniques are being discussed to change human genes. Finally, techniques are being developed, and in part already applied, which extend the human life-span. Human Enhancement is about trying to make changes to minds and bodies – to characteristics, abilities, emotions
and capacities – beyond what we currently regard as normal.
GRAY MATTERS Integrative Approaches for Neuroscience, Ethics, and SocietyKarlos Svoboda
The Presidential Commission for the Study of Bioethical Issues (Bioethics Commission) is an advisory panel of the nation’s leaders in medicine, science, ethics, religion, law, and engineering. The Bioethics Commission advises the President on bioethical issues arising from advances in biomedicine and related areas of science and technology. The Bioethics Commission seeks to identify and promote policies and practices that ensure scientific research, health care delivery, and technological innovation are conducted in a socially and ethically responsible manner. For more information about the Bioethics Commission, please see http://www. bioethics.gov.
Such human enhancements may include brain modifications to increae memory or reasoning capabilities, alterations to biochemistry to increase resilience to the environment or the creation of new capacities. It may also include living for much longer or alterations to our appearance to make us more attractive or more aesthetically distinct.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Epistemic Interaction - tuning interfaces to provide information for AI support
Mind in a designed world
1. mind in a
designed world:
Toward the Infinite Cortex
124 University Avenue, 2nd Floor
Palo Alto, California 94301
650.854.6322
Technology Horizons Program
October 2010 | SR-1345
www.iftf.org
3. iiiMIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Introduction: Mind in a Designed World ................................. 1
Making the Mind: The Cognitive Ecology................................ 3
The Embodied Brain ........................................................... 5
The Embedded Brain ...................................................... 10
The Extended Brain ......................................................... 14
Forecast: The Many Minds of the Future ............................... 19
Implications......................................................................... 23
Six Principles of Comprehensive Cognitive Design ............... 27
Conclusion............................................................................ 31
Endnotes.............................................................................. 33
contents
1
5. 1MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
How we think about thinking is changing. Mental processes, once thought to be contained
in the head are now seen spilling out into the world. These changes will profoundly affect
how we design our institutions, organizations, and communications. In the next decade, we
will offload more and more of our cognitive processes to our devices, our networks, and
our built environments. Those who take advantage of insights emerging at the intersections
of cognitive sciences, behavioral sciences, and human-computer interaction will be able to
harness and direct the outcomes of human thought with greater precision and power.1
Human history has been defined by our eagerness to merge with our tools, actively seeking
out ways to extend the mind. We created writing to make our thoughts concrete and por-
table. Assistive technologies from glasses to hearing aids have extended our vision, hearing,
and all our senses, augmenting our perception of the world. Our machines crunch numbers
at rates much faster than we can. We have evolved to coevolve with our technologies: we
are “natural born cyborgs.”2
Most of us intuitively still see our brains and the things in the outside world as independent
components that may work in concert, but not as a functional unit. However, the increasing
integration of our minds with machines and the blending of our online and offline reality
is giving many of us the everyday experience of a kind of cognitive comingling with our
technologies.
Today, we stand at the cusp of a new understanding of the relationship between our human
identity and the tools and technologies in our environments. Insights from across wide-
ranging disciplines—cognitive science, neuroscience, cognitive anthropology, psychology,
behavioral economics, and more—are showing just how interwoven our minds actually are
with the world around us. They are showing how subtle (and not so subtle) changes can
alter our experience of the world, even at a subconscious level. Fred Gage, a neurobiologist
who studies and designs environments for neurogenesis (the creation of new neurons), says,
“change the environment, change the brain, change the behavior.”3
Over the next decade
we will have the opportunity and the means to expand this well beyond the lab, out into our
schools, our workplaces, our public spaces, and our homes. We will be able to take more
responsibility for designing our technologies and everyday activities; we will come to see
our world as a series of extended and distributed cognitive systems.
Our increased awareness of how interfaces and physical experiences shape cognition, as
design blends aesthetics and functionality, will enable a critical mode of thinking about how
we order the things in our lives, how we engineer relationships and encounters, and how
we address problems in our society. Design thinking will move from the domain of office
1
We are expanding our understanding of the
mind, and this new understanding will lead
us to redesign the world.
introduction
MIND IN A DESIGNED WORLD
6. 2 INSTITUTE FOR THE FUTURE
INTRODUCTION
chairs and websites to become an overarching approach to the grand challenges of our civiliza-
tion, from our basic energy needs to international geopolitics—to the domain of thinking itself.
By engaging in systematic thinking about the mind in a designed world, we will help shape a
new approach to brain, mind, and environment that we call a “global cognitive ecology,” which
will be smarter than any of us, and which will help us meet the challenges of the 21st century.
This report will outline a series of research findings, key insights, and applications that lead
us to call for a “comprehensive cognitive design strategy.”4
We begin with an overview of the
emerging view of the brain as one node in a larger “cognitive ecology”—a system of brain,
body, and world that makes thinking possible. We then look closely at the mind as it is embod-
ied biologically, embedded in the environment, and extended by technological augmentations.
We explore the broad implications for society, organizations, and individuals, and offer six core
design strategies for creating the environments that are most suited to preferred cognitive out-
comes. And finally, we offer a vision of an Infinite Cortex: a seamless integration of mind and
world to extend individual capacities and make us a smarter species.
7. MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX 3
making the mind
THE COGNITIVE ECOLOGY
Where do you think best? If you’re like most people, you might say “in front of
your computer,” or “in conversation with smart people,” or maybe even “alone in
the shower.” Now, what if instead the question was: Where does thinking happen?
In this case you would be more likely to say “in my head” or “in my brain.” But it
might be more accurate to answer the second question like the first—to think about
thinking not solely as a product of our gray matter, but as a process that includes
our brains, our bodies, and the people and things around us.
At its most basic, a mind is what we have traditionally called the entity that can
think consciously, has free will, and can form a relatively consistent identity. Theo-
ries of mind abound, from theological notions of a spirit that inhabits a body to the
idea that a mind is the emergent property of biological computation. But a signifi-
cant new way of seeing the mind is emerging from advances in neuroscience, one
that is driving a reevaluation of how we understand ourselves and how we should
design our world. Scientists and philosophers are beginning to talk about the mind
in terms of a cognitive ecology—a system that emerges from the interactions of the
brain, our biological body, our culture and life experiences, our technologies and
devices, and the natural and built environments.
This new way of thinking about how we think begins with an unconventional defi-
nition of the brain. One version of this definition is provided by Lambros Mala-
fouris, an Oxford cognitive archaeologist:
the human brain … is an extremely plastic, profoundly
embodied, materially engaged and culturally situated bio-
psycho-social artefact.5
While succinct, this definition contains several radically reorienting (or disorient-
ing) notions about the brain, and how the brain makes the mind. So, let’s unpack it.
The brain is “plastic.” It is always being shaped by the perceptions and inputs that
go into it. It is always learning, making new neuronal connections.
It is “profoundly embodied.” The brain exists as a living biological organ, and
within a human body. It is not merely embodied within this biological system, but
intimately connected with and influenced by metabolic, hormonal, sensory, and
other processes.
cognitive ecology
a system that emerges from the interactions of the
brain, our biological body, our culture and life
experiences, our technologies and devices, and the
natural and built environments
8. 4 INSTITUTE FOR THE FUTURE
MAKING THE MIND: THE COGNITIVE ECOLOGY
It is “materially engaged.” The brain uses the physical elements around it to reinforce and ex-
tend itself, offloading labor,. The brain is opportunistic, using what’s “at hand.” And it is active,
changing the world around it to intentionally augment function.
Finally, it is a “culturally situated bio-psycho-social artefact.” There are biological limitations
and affordances to the brain, but these are only part of the story. The brain must be seen as a
collaborative creation of experience, culture, biology, psychology, and social context. And it is
constantly changing, based on circumstances and context.
Understanding of the cognitive ecology is built, first and foremost, on our better understanding
of the brain, that is, the happenings inside our biological gray matter. The brain sciences have
exploded in recent years, moving from a marginal scientific endeavor, into “a mature and stand-
alone discipline, comparable to physics or chemistry, economics or law, molecular biology or
medicine.”6
Neural imaging technologies have been instrumental in this advance. EEGs, CAT scans, PET
scans, and especially functional magnetic imaging (fMRI) have allowed us to peer inside a
working brain with ever-greater precision. We are seeing just how the brain works when it is
thinking, feeling, and interacting with the world. It is this ability to understand the brain that is
showing us just how essential our bodies and technologies are to how we think.
For example, we are seeing how we represent the behavior of other people at a neurological
level. This high-resolution view is in some ways different from our commonsense beliefs. We
like to think we judge people based on their actions, but studies have shown that we often make
judgments not based on actions, but on the perceived intentions of those actions. As Brian
Knutson, one of the co-designers of an experiment to test this phenomenon states, “What we
think others are intending is what really matters,” and this view of intentionality changes our
actual neural responses to a situation.7
We are also beginning to understand, from a neurological point of view, the previously unseen
impact of our environment on the kinds of thoughts that are possible and the kind of thinking
that is encouraged by our surroundings: how living in a city, taking a hike in the wilderness,
or even the height of ceilings can significantly change thought. Many so-called “anchoring
effects,” or perceptions that linger and influence our thinking well beyond their context or ra-
tionality, permeate our environment as well.8
For example, negotiators use an anchoring effect
when they make an opening bid that is way beyond a “fair” price, as all following bids look
more reasonable in comparison.
The cognitive ecology is a way of looking at how a mind is shaped by the things around it, and
the totality of the thinking system that includes brain, body, artifacts, and world. We’ve called
this a new and alternative view, and for most neuroscientists it is. It is an approach that breaks
from the “independent, isolationist” view that the brain makes the mind, and that while the
mind uses the world, it is functionally independent from that world.
It is important for neuroscientists and philosophers to understand the cognitive ecology ap-
proach, and how it might inform their work, but it is also important to understand at a wider
level, at the level of companies, institutions, and the individual. Organizations will need to
9. 5MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
understand how to design workplaces and processes for greater productivity, creativity, and long-
term mental health. Institutions, from schools to prisons, can utilize cognitive design principles to
improve the quality of their services for everyone in their system. Individuals can find and employ
“mind hacks” to reprogram their bodies, tools, and spaces as cognitive aids to fit their personal
needs.
Research from fields across the brain sciences is leading us to view the mind as a phenomenon of
how the brain is embodied, embedded, and extended. The brain is embodied in our biological
flesh, it is embedded in the built and natural environment, and it is extended through networked
media and communications tools. The following sections will show how these three articulations
of the brain come together to create the mind that inhabits the global cognitive ecology we experi-
ence today; the design of this ecology will shape the minds that are to come in the future.
Making the Mind: The Embodied Brain
We already know that things like stress, exercise, and even posture influence thought. Now, many
more aspects of the brain-body connection are being understood, and this connection is stronger
and more significant than was previously realized. Our bodies are brain vehicles, and our minds
would not go far without them.
The brain is embodied in its biological substrate—our bodies—and this embodiment is essential to
how we think. Thought, it now appears, emerges from the relationship between the electrochemis-
try of the brain and biochemistry of the body. Since the brain is situated in the body, the mind that
emerges from the brain-body is highly influenced by the way the body feels and moves in space
(proprioception), the kinds of foods and chemicals we ingest or don’t ingest, the amount and qual-
ity of sleep we get, our comportment, and many other biological factors that shape our emotive
and cognitive productions.
New neuroscience and recent psychological findings suggest how the brain-body connection
shapes cognition, physical practices, sensory perception, and technologies in ways we are just
beginning to understand.
10. 6 INSTITUTE FOR THE FUTURE
Finding: Smile!
Research from the Laboratory of Embodied Cognition
at Arizona State University (ASU) has demonstrated
the effects of physical states on the speed and rela-
tive capacity for understanding language.9
The central
claim is this: “language about emotions is grounded
in emotional states of the body, and simulating those
states is a prerequisite for full understanding of the
language.”10
In other words, how we feel can uncon-
sciously, but directly, impact how we understand and
interpret the emotional content of what we consume.
A fascinating study from the ASU lab demonstrated
the role of smiling on the ability to understand posi-
tive emotions. It tested and initially confirmed the
theory that “if we are reading about pleasant events,
we should be faster to understand those sentences if
we are in a happy state than if we are in an unhappy
state.” Subjects who were smiling were more readily
able to understand sentences that reflect happy or
pleasant events. Drawing the conclusions of the study
out, we can imagine a series of physical techniques or
devices that help us get in the right emotional “frame
of mind” to fully understand a piece of content. An
email might come with instructions to make certain
facial expressions before reading, for example.
Finding: GESTURES FOR LEARNING
Gesturing is not just a neutral by-product of active
talking; it also plays a role in lightening a person’s
cognitive load—the amount of actual “work” required
by our conscious minds. Gestures can even aid in
learning. Dr. Susan Goldin-Meadow has shown that
students who are taught to make a “V” shape with
their fingers could do mathematical grouping prob-
lems more efficiently than those who were taught
using no accompanying gestures. Goldin-Meadow
found that “students who repeated the correct gesture
during the lesson solved more problems correctly than
students who repeated the partially correct gesture,
who, in turn, solved more problems correctly than stu-
dents who repeated only the words.”11
It is theorized
that the V gesture represents another form of group-
ing, helping the brain offload the thought, “these num-
bers belong together,” and saving cognitive resources
for actual computation. In many jobs these days,
synthesizing data and making connections between
disparate concepts or facts is essential. A formalized
set of gestural techniques might aid that process.
Embodied Cognition
One wouldn’t think that the body plays much of a role when we are reading or doing math problems. Those are behaviors we
consider purely cognitive. But research is showing that the body plays a significant role in our abstract thinking, in the way we
process language, and even in how we do basic computation.
MAKING THE MIND: THE COGNITIVE ECOLOGY
Source: http://www.sciencedaily.com/releases/2009/02/090224133204.htm
Students practice gestures for learning.
«
11. 7MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Finding: Meditation
Our minds are adjusting to a world of unbundled
attention and multiple media streams, and we
are devising tools to help us cope. University of
California, Davis psychologists have studied how
an ancient technology, meditation, can have many
positive mental effects, including improved perceptual
abilities and sustained attention.12
Meditation is a
way of quieting the body, and thus quieting the mind.
Some schools are beginning to integrate meditative
practices into their curriculum, and these have been
shown to increase well-being in adolescents.13
Why not
make it available at the workplace?
Finding: Fasting for Brain Health
A protein called SIRT1 has been shown in animal
studies to be associated with improved learning,
memory, alertness, and activity levels. The produc-
tion of SIRT1 can be increased through behavioral
practices such as calorie restriction and fasting.
Lowered weight and increased activity are known to
be good for brain health; and now there might be a
demonstration of even more benefit from a carefully
designed brain diet.14
Neurocompetitive advantage
in schools and workplaces may not come only from
pharmaceutical enhancement, but also from regular
fasting and calorie restriction.
Embodied Practices
The previous findings show that cognition is linked to bodily actions. There are many traditional physical-control techniques,
such as yoga or meditation, that humans have practiced systematically to improve our brain functions. Advances in neurosci-
ence are showing how these techniques can be a useful source for intentional brain-body design in a wide variety of settings.
Source: http://www.sciencedaily.com/releases/2010/07/100714121737.htm
Meditation has been associated
with many cognitive and brain
health benefits.
«
12. 8 INSTITUTE FOR THE FUTURE
Prototype: Using Sound to See
There are numerous examples of senses being rerout-
ed through atypical inputs, such as seeing with touch,
or by using the tongue. A new “sensory substitution”
technology, called vOICe, is allowing the blind to see
by sound. A camera scans the environment and trans-
lates the images into distinct sounds. Eventually, “by
discovering how the soundscape of an object varies as
the user moves, the experience becomes particularly
vision-like.”15
These technologies are being designed
for those with disabilities, but are also being devel-
oped for military use, for instance advanced “night
vision,” and could be used in sensorily constrained
environments such as underground coal mines.
Idea: “Smart Pain”
Cognitive scientist Mark Changizi recently raised a
thought-provoking question: What if we could de-
sign devices to inflict pain as a way to augment our
natural sense of environmental risk? His argument is
this: pain is the body’s way of keeping us from doing
things that would otherwise cause more serious injury.
What if we could create tools that could “harness”
this evolutionary mechanism for the risky parts of our
lives where there aren’t any natural pain responses?
As Changizi notes, “we no longer live in the nature
that shaped our bodies and brains, and the danger-
ous scenarios we now face aren’t the same as those
our ancestors faced.” So, what are his suggestions?
How about a suit that gives you a jolt when you get
too close to another car while driving? Or a computer
screen that shines painfully bright when you are about
to download a virus? Or, what about “a wearable device
with a video sensor that detects the likelihood that
the person you’re picking up at a bar has an STD, and
then causes severe itching until you flee the bar.”16
Embodied Perception
Our physical sense of the world and the boundaries of the body are highly contingent and can be surprisingly easily re-mapped.
The “phantom limb” phenomena, the simulation of out-of-body experiences, and the ready incorporation of prosthetics show that
our minds are in constant feedback between body and brain. Disturbances, intentional or not, to this feedback loop can lead to
fascinating results, including the ability to see with sound, or to map new hybrid senses onto our standard repertoire.
Source: http://www.seeingwithsound.com/training.htm
MAKING THE MIND: THE COGNITIVE ECOLOGY
vOICe sensory technology.«
13. 9MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Finding: Mind-Shrinking Acid
High levels of kynurenic acid have been linked to neu-
rological disorders such as schizophrenia, Alzheimer’s,
and Huntington’s disease, and the acid increases in
our brain as we age are possibly related to the cogni-
tive decline associated with aging. Researchers at the
University of Maryland are experimenting with drugs
that block or reduce the production of kynurenic acid
as a potential treatment for associated neurologi-
cal disorders. It might also lead to a pill that acts on
the acid for improved cognition in otherwise normal
people. “Workers might want to take a pill so they can
work harder, and college students would be interested
because they already are taking amphetamine-type
pills so they will be sharper,” said Robert Schwarcz, a
lead researcher on the project.17
Finding: Transcranial Magnetic Stimulation
and Direct Current Stimulation
Repetitive transcranial magnetic stimulation (rTMS),
the application of strong magnets to the skull to help
guide oxygen-rich blood to certain parts of the brain,
has already been approved by the FDA as a clinical
treatment for depression. rTMS has also been shown
to increase the speed of acquisition of motor skills.18
Now, the use of repetitive direct current stimulation
(rDCS), which can disrupt and modulate neuronal
signaling through the use of direct electrical current,
has also been shown to improve verbal and motor skill
learning. These tools may come to augment our tradi-
tional learning practices in schools and the workplace.
Embodied Technologies
A new generation of technologies, including pharmaceuticals, are being used to treat neurological disorders and enhance
cognitive function. These follow our long tradition of introducing “outside” interventions such as caffeine into our bodies
to improve mental function. Drugs, from memory-dampening to attention-increasing, are already being used widely.
Neurostimulation tools, including the use of magnetic pulses and direct current, are showing significant results in improving
cognition as well.
Source: http://intra.ninds.nih.gov/Research.asp?People_ID=196
rTMS may be a cognitive enhancer.
«
14. 10 INSTITUTE FOR THE FUTURE
Making the Mind: The Embedded Brain
While our bodies are the vehicles for our brains, the brain and body are embedded in the built and
natural environment that surrounds us. The brain uses what the developmental psychologist Lev
Vygotsky calls “material carriers”—the cognitive furniture (language, media, technologies, spaces,
etc.) that we use to help us think. Language is our first and most fundamental mental technology,
greatly extending the reach and power of the user. Vygotsky observed how children, when they
acquire language, can then direct other people to do things—for example, hand them a toy on a tall
shelf—that would be otherwise be beyond their reach. Before language, our desires are difficult to
read and respond to, often mere noise in the room.
Throughout our lives, we use our spaces and technologies in a similar way to language—to extend
and amplify the reach of our minds and the power of our desires. We also use spaces as facilitators,
opening up a room to encourage interaction. Our built environment—from the color of walls to the
layout of cities—conditions thought. We’ve known that the environment has a psychological ef-
fect on us, but now we are understanding with much higher resolution what those effects look like
neurologically. And, over the coming decade and beyond, we will be finding ways to design for
optimal neurological effects, in essence programming our minds from the outside in. The “code”
of this programming will be written into the framing metaphors of what we touch, into the walls
that surround us, and into the institutional mechanisms that shape how we learn.
MAKING THE MIND: THE COGNITIVE ECOLOGY
Our built
environment—
from the color of
walls to the layout
of cities—conditions
thought.
15. 11MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Finding: “Tactile Tactics”
The metaphorical value of the things we touch is
literally translated into frames of thought. Joshua
Ackerman, an MIT professor who has been studying
the unconsciously perceived effects of our physical
environment and artifacts, calls the use of texture,
color, weight, and other physical qualities to influ-
ence thinking, “tactile tactics.”19
Touch creates a link
between symbolic metaphor and concrete thought.
According to a recent report, “heavy objects made
job candidates appear more important, rough objects
made social interactions appear more difficult, and
hard objects increased rigidity in negotiations.”20
Incorporating tactile tactics into everyday interactions
will radically reshape office design, retail environ-
ments, home interiors, schools, and hospitals. What if
prison walls were soft?
Finding: A Cognitive Ceiling
Does the height of a ceiling influence how we think?
According to recent research, ceiling height showed a
series of strange, but consistent, effects on a group
of research participants.21
In the study, people were
asked to rate their current body state or feeling. Those
who were in a room with the higher ceilings respond-
ed more favorably to words that are associated with
the concept of freedom: for example, “being free,”
“unrestricted,” and “open.” Those in the lower-ceiling
room tended to describe themselves with words as-
sociated with confinement. And this effect on mood or
feeling was directly transferred to mental processes:
the high-ceiling group was more effective at relational
thinking, connections, and free recall of facts, while
the low-ceiling group was better at item-specific tasks
and recall of facts using cues.22
Office spaces and
settings will be examined for their impact on thinking,
and designed to influence cognitive outcomes.
Embedded Metaphors
Where the body meets the world, we can design interfaces that influence judgment and behavior. These influences have a very
literal effect—what is a physical or visual metaphor becomes cognitive reality. Along with linguistic frames, physical artifacts
and built environments implicitly “prime” our minds to respond in predictably patterned ways.
Source: http://scienceblogs.com/mixingmemo-
ry/2007/05/does_ceiling_height_affect_the.php
Ceiling height affects how
we think.
«
16. 12 INSTITUTE FOR THE FUTURE
Organization: Academy of Neuroscience
for Architecture
The Academy of Neuroscience for Architecture is
a new organization of architects, neuroscientists,
medical researchers, psychologists, and others who
are exploring ways to improve architecture based on
insights from neuroscience, and how to improve brain
function through the use of architectural design.23
Members of the Academy have been involved in using
insights from neuroscience to redesign correctional
facilities, hospitals, nursing homes, and work spaces.
The growing attention to the connections between
space and the mind will be a fruitful area of research
and innovation, changing the very infrastructures in
which we work, learn, and play.
Finding: Brain in a Cage
Millions of mice are used in scientific experiments,
and they are carefully bred and designed to reduce
their variability to only the factors that are under
study: to look at the impact of one altered gene, for
example, or one new environmental factor. Research-
ers from the University of Colorado have shown just
how important differences in the kinds of cages mice
are kept in are to their neurological structure. Differ-
ences in airflow, light, size, and other factors change
the functioning of mice brains, and may impact the
conclusions and reproducibility of scientific results.24
Controlling for variables that affect brain development
will lead to more fine-grained understanding of the
complex ways our environment influences our minds.
Embedded Scaffolding
Over the course of our lives, neurons are pruned and tuned by experience. People who work and live in stimulating cognitive
environments show much greater cognitive function and resilience to degenerative conditions from disease or aging. How can the
design of spaces play a role in creating a scaffold or support system for building and maintaining brain health?
Source: http://www.anfarch.org/
MAKING THE MIND: THE COGNITIVE ECOLOGY
Architects and neurosci-
entists are learning how
to design spaces for brain
health and benefits.
«
17. 13MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Finding: Neuroeducation
Brain-based education incorporates insights from neu-
roscience into the design of the learning environment
and the pedagogical process. Examples include moving
school exercise to the morning instead of the after-
noon,25
the creation of a “positive emotional climate,”
and introducing classical music and the scent of pep-
permint into the classroom.26
Recognizing the need for
neuroeducation, neuroscientist Ken Kosik of University
of California, Santa Barbara, says, “we need neurosci-
entists in schools. Just like we have teaching hospitals,
we need teaching schools.”27
Finding: Creative dissent
Folding some surprise into our highly-curated lives is
good for sparking new thoughts and making new con-
nections. Science writer Jonah Lehrer laments the “ba-
nal predictability of the human imagination,” noting
that “in study after study, when people free-associate,
they turn out to not be very free. For instance, if I ask
you to free-associate on the word ‘blue,’ chances are
your first answer will be ‘sky’.”28
How to design around
this tendency? Lehrer turns to the work of Charlan
Nemeth, a psychologist at University of California,
Berkeley. Nemath’s work reveals the power of “dissent”
and even misinformation to improve the capacity for
creativity. In an experiment in which participants were
shown color slides, a planted lab assistant would shout
out the wrong color. When members of the group were
then asked to do a free association exercise, their
answers were much more creative, or at least more
unusual, than those who did not have the wrong color
shouted out. As Lehrer notes, “our imagination has
been stretched by an encounter that we didn’t expect.”
We will begin to design these encounters more readily
and mindfully.
Embedded Education
It seems sometimes as if our educational environments, by and large, were designed to thwart learning instead of encouraging
it. Industrial logic in an educational setting might have worked for an industrial age. In a machine age, we could get away with
treating brains like machines, but no longer. Knowledge work, where improvisation, creativity, and synthesis are key skills,
needs an educational system attuned to how the mind functions, and how the design of spaces catalyzes learning.
18. 14 INSTITUTE FOR THE FUTURE
Making the Mind: The Extended Brain
Within our bodies and environment, the brain is extended through our electronic and computa-
tional devices. Right now, this is the area that gets most attention in the growing discourse about
cognitive extension. Debates rage on whether Google is making us smarter, dumber, less resilient,
or more resilient. But as IFTF’s recent report on Blended Reality indicates, we are becoming more
accustomed to sharing our cognitive and emotional loads with people throughout our ambient and
ubiquitous networked machines.29
And our machines are learning about us as well. Predictive coding, inference engines, and other
data-mining technologies are demonstrating a profound understanding of how we think, what
motivates us, and how we can be nudged or persuaded to act.30
Real-time design and communica-
tion tools are also allowing us to “think together” with peers all over the world. Most knowledge
work now is a process of profoundly distributed cognition, where pieces of a problem are solved
in disparate places and synthesized over and above the capacities of any single person.
Extended social cognition is a way to link our minds with others, and to use other people or agents
as augmentations for our capacities to understand. Extended behavioral coaching is allowing us to
design extra support in our decision-making process through technological assistance.
MAKING THE MIND: THE COGNITIVE ECOLOGY
Most knowledge
work now is
a process of
profoundly
distributed
cognition ...
19. 15MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Finding: Network Contagions
Other human beings are probably our most basic
cognitive augmentations, yet understanding of group
cognitive processes is still nascent.31
There are
strange forces moving through our social networks
that we are just beginning to observe and measure.
Being connected to other people, even people you
may have never met, has a demonstrable influence
on our behavior, our moods, and our decision mak-
ing. This effect has been studied by Nicolas Chris-
takis and James Fowler, who have used longitudinal
data from a heart study going back over 50 years to
show how influential our social networks are on our
health. They have linked addiction, happiness—even
voting patterns—to the effects of friends-of-friends.
And we are just at the tip of the iceberg. Social net-
working platforms are providing an unprecedented
wealth of data for those seeking out the impact of
our social connections on individual lives.
Idea: Telempathy
Michael Chorost, author of a forthcoming book
about the emerging global mind, presented a
provocative proposal at a recent IFTF conference.
He suggested that as new neuromodulation tech-
nologies, such as optogenetics, become available,
we may be able to directly link our minds through
implanted technologies.32
By opening a direct com-
munication channel between brains, he suggested
that we would be able to experience the “feeling” of
another person. The experience of one person would
be reproduced on the linked partner or partners,
creating what he calls “telempathy.” Extended levels
of intimacy and understanding with other people will
be facilitated by these technological augmentations,
not to mention new levels of transparency and loss
of privacy.
Extended Social Cognition
Humans have never been more closely linked to as many people than they are now. Yet, as McLuhan observed, technologies
always carry their reversal. As we have become more closely linked through digital networks, many think we are losing some
of the interpersonal “mind reading” techniques we’ve evolved. Now, we are in the process of re-inventing ways to create emo-
tional and intellectual connections to each other through our electronic networks.
Source: http://www.towerofpower.com.au/dirty-tricks-of-psychology-for-
mind-reading-and-the-roots-of-empathy
Michael Chorost suggests we
might be able to “feel” someone
else’s emotions.
«
20. 16 INSTITUTE FOR THE FUTURE
Prototype: The Rationalizer
We are all subject to bouts of irrationality and poor
decision-making. For those in certain jobs, such as
financial trade, poor-decision making could create
cascades of financial ruin. As a thought-provoking
prototype, the Philips Corporation has invented The
Rationalizer—a networked device that can read the
levels of stress and emotional arousal of users. The
level of arousal is then displayed in a bowl-shaped
light-emitting device. As emotional arousal increases,
the light shines brighter, giving users an ambient read
on their capacity to make calculating decisions. It is a
form of “emotional mirror” as the makers call it, and
a proxy way to measure impulse control, giving us a
useful mechanism of control over our behaviors.
Finding: The Proteus Effect
At Stanford University’s Virtual Human Interaction
Lab, researchers are using virtual avatars to help
people reduce the effects of traumatic events, and
to make healthier decisions about eating and exer-
cise. Avatars are a very effective way for our minds
to imagine alternative self-representations. Studies
have shown that we have a remarkable ability to radi-
cally remap our own identity onto avatars, even to
the point of identifying with different genders, races,
or various body-types.33
These avatars will be our
virtual “coaches,” helping to extend our abilities to
make good choices, and “scaring us straight” to avoid
the cumulative effects of bad decisions. chnological
augmentations, not to mention new levels of trans-
parency and loss of privacy.
Extended Behavioral Coaching
Pop-up meeting reminders and digital nudges are the modern versions of the string we tied around our finger to help us remember.
New technologies are allowing us to track our experiences, to create “digital mirrors,” to help us improve performance and make
better decisions.
Source: http://www.design.philips.com/about/design/designnews/press-
releases/rationalizer.page
Source: http://vhil.stanford.edu/projects/images/proteus.jpg
MAKING THE MIND: THE COGNITIVE ECOLOGY
The Rationalizer allows a user to receive feedback on emotional
and cognitive condition.
Humans have been shown to identify closely with their avatars,
creating an extended or alternative self.
«
«
21. 17MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
Finding: The Brain Is Its Own Best
Medicine
Researchers at the Stanford Systems Neuroscience
and Pain Lab have been able to reduce patients’
subjective experience of pain using neurofeedback
imaging and training. Patients in the study were able
to reduce their pain rating on a standardized rat-
ing scale by an average of 64%. As the researchers
conclude, “using real time fMRI, people can learn to
strengthen the function of a specific region of the
brain and, through that change, the regions associated
with the perception of pain. It is similar to exercis-
ing muscles, but, in this case, the ‘muscle’ is an area
in the brain.”34
Neurofeedback technologies will be a
very appealing treatment option to avoid many of the
negative side-effects of drugs or invasive procedures
by extending our capacity to “see” our brains in action
and self-modulate accordingly.
Prototype: Augmented Cognition
Making a bad decision could be financially calamitous
for stock brokers, but could be a matter of life and
death for those working in law enforcement or in the
military. Dylan Schmorrow and others at the Office
of Naval Research have been developing a battery of
experimental technologies called Augmented Cogni-
tion.35
These use a brain-computer interface to mea-
sure cognitive load, attention capacity, and emotional
arousal. Then this data is used to prioritize and curate
the information directed at the user, reducing the flow
and complexity content when a user’s brain is too
overwhelmed or overly-taxed to multitask effectively,
or safely. These assistive technologies will extend our
abilities to control our cognitive environment. They
will be coveted not only in high-stakes jobs, but in
the increasingly common circumstances of cognitive
overload in our work and home lives.
Extended Union
Brain and machine are connecting in unprecedented ways. Neurofeedback and brain-computer interfaces are becoming more
sophisticated and being applied in many clinical and non-clinical settings. Neurofeedback places a new “lever” on the func-
tioning of our own minds, giving us the chance for greater modulation of those functions. And, our machines are beginning to
learn with us, not only understanding the signals coming from our brains and bodies, but adjusting themselves and changing
their outputs to meet our needs.
Source: http://snapl.stanford.edu/research/rtfmri.html
Seeing the effects of
pain on the brain helps
patients better control it.
«
23. MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX 19
As we move to more tightly integrate our cognitive and emotional functioning with
our bodies, networks, and world, we push our minds further out and expand what
is humanly possible to think and do. At the same time, this expansion leaves much
of what we once thought as purely the domain of the brain, indeed what we have
sometimes used to define our humanity, some place other than inside us. What is
left of the human mind when everything we thought of as the human mind is del-
egated elsewhere? How many layers can we offload and still remain human?
This is the paradoxical push that leaves us both awed and uneasy. But another way
of looking at it, one that we have been offering in this report, is that the human
mind has always been looking outward, seeking to upgrade its functioning by using
what’s already available or inventing what isn’t. There is no point arguing about
what’s inside or outside, or what should be inside or outside, but rather we should
concentrate on inventing and improving brain-body-world interfaces and design.
Recognizing this essentially human capacity, and developing a more intentional
intimacy with our biological, cultural, and technological tools, is a scientifically
robust shift that points us toward innovation and evolution that could profoundly al-
ter the way we’ve been conducting the business of civilization. With the following
forecasts, we summarize the new qualities of the “mind of the future.”
The Filtered Mind
The way we have augmented our natural tendency to filter perceptions and infor-
mation is leading to two simultaneous, but diverging trends. On the one hand, we
have unprecedented access to information from around the world. We are privy to
perspectives, opinion, and news from almost anywhere and in real time. Our global
perception and empathic capacities are expanding from this information “feed.”
Yet, our filters can also cast shadows over our minds. In some ways, we are moving
from confirmation bias to confirmation blindness. Confirmation bias refers to the
tendency for people to believe arguments, give weight to information, and make
conclusions about the world that reinforce, or confirm, their previously held beliefs.
As we integrate new informational filters through our computers, networks, and
through new technologies such as augmented reality, we may be able to both will-
fully and/or inadvertently blind ourselves to alternative belief systems and facts that
contradict our beliefs. This confirmation feedback loop could shrink our horizons,
and lessen our recognition of and tolerance for difference.
forecast
THE MANY MINDS OF THE FUTURE
The mind is getting bigger and bigger, and
smaller and smaller, faster and faster. 36
24. 20 INSTITUTE FOR THE FUTURE
FORECAST: THE MANY FINDS OF THE FUTURE
The Integrated Mind
Since at least Descartes, the western world has thought of the mind as something housed in the
brain, but existing over and above our biological being. This dualist approach sees the self as fun-
damentally separate from not only the world, but from our bodies as well. The prevailing scientific
paradigm of recent times, however, is that while our minds emerge from our brains in a manner
that is still largely unknown, our mind is not independent of our brain. We’ve also discovered just
how important our bodies and emotions are to how we think. And even beyond that, more and
more research is suggesting that thinking is a process that integrates a mind with everything avail-
able around it, from language to other people to high technologies. We will begin to more con-
sciously organize ourselves around the porousness, not the containment, of our minds.
The Promiscuous Mind
Our minds are not only more porous, they are, as Andy Clark describes it, promiscuous. This
adjective resonates with many of our experiences of thinking today. There are few times in our
lives these days when we aren’t either already linked to or reaching out for some technical or
media interface. We want inputs and we want thinking partners, lots of them. We want to engage
with other people, we want to read, watch video, and surround ourselves with computational and
communications technologies, not only because we are social beings, but because thinking itself is
in many ways shared, social, and systemic. We need our brains to think, but we want other people
and things to think with.
The Plastic Mind
“Young brains are malleable, old brains are rigid.” This is been the prevailing assumption for some
time in our society. All of our educational resources are focused on influencing and training minds
at a young age. While this is a smart strategy, recent neuroscience is showing just how capable
adult brains are at rewiring. While brains do naturally lose some capacities as they age,37
cogni-
tive fitness tools and neurofeedback training are helping people keep their brains in better “shape,”
extending their mental healthspan. A neurological concept called “cognitive reserve” is gaining
attention as well. Cognitive reserve states that brains that may look equally diseased—similar,
for example, to those with impairment from Alzheimer’s disease—may have completely different
cognitive capacities and behavioral symptoms of the disease. People who have built a cognitive re-
serve, usually having more education and experience in very intellectually stimulating jobs, seem
to have brains that are more resilient than people who have not.38
25. 21MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
The Literal Mind
We use metaphors freely, and often loosely: a heavy situation; head in the clouds; feeling blue. But
psychologists are discovering just how connected the quality of our perception and judgment is to
the tactile, aesthetic, and linguistic environment in which we find ourselves. Words, colors, smells,
texture, heft, and other aspects of our surroundings act below the threshold of consciousness to
change how we perceive events and people. And this influence is surprisingly literal. Resumes
read on heavy clipboards are given more favorable responses than those on light clipboards.
People are more flexible in negotiations when they sit on soft chairs as opposed to hard chairs. Our
minds are reading clues and subtle nudges in the environment for how and what to think.
27. MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX 23
The redesign of our world for better cognition will have far-reaching effects on so-
ciety, business, organizations, and the everyday lives of people. Our technological
devices, personal relationships, workplaces, schoolrooms, homes, medical facili-
ties, and more will be reimagined. Designers, many of whom are lay psychologists
already, will need to learn basic neuroscience. Neuroscientists will need to think
about how to apply their insights in more and more domains. Social orders and
social structures will begin to reorient around this neurocentric world.
How will this play out in the workplace? What will politics and health look like when
we take the brain into account? And what are the implications for advertising?39
The Rise of Neuropolitics
Part of the story of our leaky, interconnected minds is that they cannot be sim-
ply taken for granted as a natural, apolitical part of our existence. The mind and
its capacities will be the battleground for a host of social and political issues.
Our knowledge about mental capacities will color the debate about personhood,
especially at the margins of life (from prenatal consciousness to fuzzier definitions
of death). “Cognitive rights” discourse will rise around issues of pharmaceutical
enhancement, freedom from surveillance, even high-speed access to the “extended
mind” of the Internet.41
And at the edges, a provocative proposal from bioethicist
Julian Savulescu points toward the kinds of legitimate public discussions that we
might be having in the near future.42
He suggests we add cognitive enhancers to the
public water supply, much as many municipalities already do with fluoride. Where
there are choices, there is politics. “How do we justly govern our minds” will be a
key political question in the coming decades.
Organizing Health Around the Brain
The brain will be to 21st century health care what the heart was to the 20th, a
comprehensive organizing health strategy.43
Our understanding of the heart was
clinically transformative as well, but it did more than change medicine. We now
run a “heart” filter through most of our daily activities, from the food we eat, to
how much exercise we get, to the amount of stress we are enduring. Very soon, this
kind of filter or perspective will be channeled for the brain and mind. The clinical
implications of our increased understanding of the brain will be profound, from the
treatment of neurodegenerative disorders to improving mental health and well-be-
ing. We will begin to ask how our diets, exercise, relationships, and activities affect
the health of our brains, in the near and long term. Food packaging will extol the
“brain-health” attributes of the contents. Brain gyms and cognitive fitness, already a
growing industry, will be part of many people’s normal health routine.
implications
THE MANY MINDS OF THE FUTURE
28. 24 INSTITUTE FOR THE FUTURE
IMPLICATIONS
Brain-based Persuasion and Defense
In many ways we already feel like the entire world is designed to get us to change our behavior: to
buy more stuff, to believe in certain causes, to pay attention to this or that important issue. Neuro-
marketing techniques are making soup cans and magazine covers irresistible. Persuasive technolo-
gies are being developed to help us eat healthier food. Internet wizards help us choose new music.
And those are just the things we notice.
The subterranean effects of “tactile tactics,” framing, anchoring, and awareness of all the cogni-
tively significant elements of our bodies and world seem to imbue every atom with some inten-
tion or designed purpose, whether we consciously notice it or not. We documented many of these
techniques and devices in our recent report on the Future of Persuasion.44
In the report, we also
talk about the rise of a defense response to ubiquitous persuasion techniques, from filtering incom-
ing marketing messages to weeding our social networks. We can also expect a similar response to
what many might feel is an overly designed (possibly manipulative) cognitive ecology. Will you
ever negotiate a car deal without thinking about the rigidity of the chair again? With absolutely
nothing in our lives that remains neutral, will we become exhausted by the implications? Will the
anodyne become a cherished commodity?
Workplaces Get Smart About Cognition
The “knowledge economy” is well into maturity, and the “creative economy” not far behind, yet
our work processes, places, and spaces, still reflect an industrial design model. As we begin to un-
derstand how to best organize workflows for the way our brains actually work, we will see radical
changes to “normal” business. These might include:
• Information Hygiene: We are learning how much our distractions and information over-
loads inhibit the kind of focus needed for many of the mental tasks we are asked to do
throughout the day. Organizations will be looking for ways to reduce these. Automated
systems in our computers and communication devices will curate the flow of information in
ways that limit the distractions, floods, and annoyances that increase our cognitive load and
decrease our productivity.
• Programmable spaces: Not all knowledge work is the same. There are times in the course
of the day, or course of a project, when certain cognitive skills are needed more than others.
We already know the importance of setting the right “vibe” for brainstorming, or critical
feedback, or logistical discussions. Our environments will become our cognitive aids in
these processes. Businesses and groups will think more carefully about the spaces where
certain kinds of thinking are needed, and “program” those spaces accordingly. Cognitive
ergonomics will enter the workplace lexicon.
29. 25MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
• Measuring the brain at work: One of the major trends in business today we call the
“Taylorization of knowledge work.”40
This is the idea that, much as the efficiency
expert Frederick Taylor created a series of measurements for industrial work, companies
are looking for ways to measure and maximize the fuzzy processes and outcomes of
intellectual and artistic labor. Neuroimaging and the measurement of cognitive load might
be technologies that give some insight into how a mind creates, and lead to ways to make it
create more efficiently.
31. MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX 27
Because of the increased understanding of how the brain connects with the world
and advances in cognitive interface technologies, mind can now be thought of as a
design challenge. To meet this challenge, we suggest these six principles of com-
prehensive cognitive design that can be applied across bodies, networks, machines,
and spaces.
1 | Design for communion: connect mind and world
seamlessly
While it is true that we are off-loading much of our cognitive work to other agents
and technologies in the environment, thus extending what was once primarily
housed in the individual head, the overall intelligence of the system is rising. The
key here is to design for ecological balance by making the cognitive integration of
our bodies, technologies, and environment as seamless and efficient as possible.
In some ways, minds are lazy, or at least they like to share their work load. They
are continuously seeking to exploit available resources in the environment to maxi-
mize return on effort. The goal is to make functional connections between cognitive
components (the brain and senses) and potential material assistants in the environ-
ment, from furniture to browser software. In other words, to make all the parts fit
together well. Much of our computational effort can be spread throughout our cog-
nitive ecology, and intelligence can be seen as a product of the overall system, not
just the individual brain. Arguments about whether Google is making us smarter or
dumber can be better addressed if we reframe the discussion to think about thinking
as a system.
The Rationalizer, mentioned earlier in the report, is an example of a well-designed
cognitive system. Sensors automatically read the person’s cognitive or emotional
state, meaning that there is less mental bandwidth required for successful results.
Nor is there a heavy load in interpreting and acting on the data: if the light bowl
begins to brighten, then the user knows that he or she is entering a state of sub-
optimal decision-making, and can adjust behavior accordingly. The responsibility
for sensing, reporting, and understanding the data, and for executing the desired
task, is spread throughout the system in a simple and effective way. This real-time,
transparent sharing of emotional and cognitive information between the user and
the device creates a unity of purpose we call communion.
six principles of comprehensive
cognitive design
FOR THE EMBODIED, EMBEDDED, EXTENDED MIND
OF THE FUTURE
... mind can now be
thought of as a design
challenge.
32. 28 INSTITUTE FOR THE FUTURE
2 | Design around limitations: build tools to do what brains don’t do well
Human brains have inherent functional limitations with attention, memory, and logic, and cogni-
tive designers must account for our biological and cultural biases. Brains do some things well,
and other things not so well. We are great pattern seekers, but we don’t always think rationally;
we have limited and fuzzy memory, and we let superfluous and distracting information impact our
decisions. We need to design systems that let human minds do what they do best, and machines
and networks do what they do best.
A recent article at the Lifehacker blog lists ten ways our brains are “sabotaging us,” from how
sale prices fool us to the finite resource of willpower.45
The article references research that shows
that there is a noticeable difference in cognitive performance for those who have had training on
the capacities for the brain to learn: “knowing you can get smarter, makes you smarter.” In other
words, cognitive limitations can be overcome with training and technique. If we apply this insight
to designing our embodied, embedded, extended cognitive ecology, we can consciously make our-
selves smarter by making our environments smarter. The metaphor of scaffolding is appropriate.
We use scaffolding as an edifice from which to build, and to securely reach new heights. (Meta)
cognitive scaffolding can do the same.
3 | Design for improvisation: harness the unexpected
There will be a growing need to “mix-and-match” mind and world in ways that could not have
been seen or predicted beforehand. There are occasions, especially in highly unstable environ-
ments, or when lateral creativity is needed, when the mind will need to be able to roam and
learn on the fly. Real-time ad-hoc assembly is becoming more and more common in our world
of blended reality. As Andy Clark notes, “something we might have expected to be achieved by
a certain well-demarcated system turns out to involve the exploitation of more far-flung factors
and forces.”46
And like a good improv troupe, the agents and artifacts available in the environ-
ment must say “yes, and” to the promiscuous brain. So, instead of always trying to rid ourselves
of extraneous information from our conscious perception, we might use software applications to
interject a random tweet into our twitter feed to increase non-clichéd thinking. Or, we might actu-
ally increase the source feed of information into our view in order for us to see new connections
between items.
4 | Design for mutual plasticity: learning is now a two-way street
Until relatively recently, our technologies and machines were dumb. Once we built them, from
pulleys to steam engines, they more or less stayed the same aside from normal wear and tear, or
human-initiated upgrades and changes. The learning was almost all one-sided, with humans the
sole nodes of plasticity. We could remap our perception to think of the cane as an extension of our
hand, but the cane wasn’t learning in tandem.
But now we are designing new domains of technologies that are capable of learning along with
us. Algorithms are following our digital data trails online, making suggestions, and in some cases
predictions, about purchases, social network connections, and work priorities.47
We have machines
SIX PRINCIPLES OF COMPREHENSIVE COGNITIVE DESIGN
33. 29MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
that are beginning to pick up connections among multi-sensory inputs, and starting to synthesize
intention and build internal vocabularies—a set of learned terms to describe action.48
And with
advanced neuro- and bio-feedback tools, our cognitive extensions will modify themselves to fit
and optimize themselves around our patterns of need.
The design of these devices must pay close attention to how brain-body-world interfaces work.
Even minimal time lags and feedback delays can alienate a user from the device. A goal for pros-
thetics and human-computer interaction (HCI) designers, according to Paul Dourish, an HCI pro-
fessor at University of California, Irvine, is to create “inhabited interaction,” where a person feels
transparently connected to the machine or device he or she is using. Usually, one doesn’t think “I
need to move my hand” before moving it. Thought and action are coupled. Good cognitive design
needs to have the same quality, where both human and machine are nodes of plasticity—learning
with each other to create a relatively seamless link.
5 | Design for literalness: attend to the cues from our environment
All design can now be seen as carrying a hidden agenda, whether created consciously or not. In
the next decade we will see growing attention to the cognitive effects of our machines, furniture,
wall colors, and other people; this will transform the way we interpret and design our spaces and
interactions.
As we’ve referenced throughout this report, humans are remarkably influenced by subterranean
linguistic, haptic, and environmental factors. This influence is also surprisingly literal. A warm
cup makes us feel warm about another person, a hard chair makes us negotiate more rigidly. So
we need to look carefully at the way our technologies, spaces, and encounters are designed, and
what effect they are having on our experiences. Armed with cognitive design insights, we might
see the rise of more ubiquitous “tactile tactics,” such as car dealerships outfitting their offices with
extra-soft chairs to ease negotiations, or job applicants sending resumes on heavyweight paper,
with a hefty clip board backing just for good measure. Maybe God had it right by burning the Ten
Commandments into stone tablets!
6 | Design with values: with control comes responsibility
What do you really want to think? This question will no longer just be targeted at an individual,
but will be applied to our entire cognitive ecosystem. Because design matters in ways more
profound than we have ever realized, we must be specially attuned to the values we imbue in the
design of our world. Do you want to engage in a creative process? Then what color are the walls,
what are the group dynamics, how do bodies move through the space, and what are the tactile
qualities of the artifacts being used?
What are we designing for? What outcomes do we want? What do our designs come with? Our
overall cognitive ecology might be smarter with Google in it, but does that make our own minds
less resilient, more dependent, and more brittle? Who are the gatekeepers at the portals to our
minds? What values come with our software, with our social networks, with our neurofeedback
technologies? These are political questions in the broadest sense. What mind means in a designed
34. 30 INSTITUTE FOR THE FUTURE
SIX PRINCIPLES OF COMPREHENSIVE COGNITIVE DESIGN
world will be influenced by the choices we make way “upstream,” so we must pay close attention
to them at the source.
Cognitive design will become a core piece of organizational strategy, and needs to be incorporated
into strategic thinking from the start in order to effectively guide the thinking moving “down-
stream” toward the intended goal.
35. MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX 31
What happens at the intersections of the embodied, embedded, extended mind?
Of course, the categorization used in this report was a tool to help us navigate the
landscape of cognitive-oriented design. In the everyday life of the mind, the brain,
body, and world are tightly woven into each other. When we design with the goal
of supporting and enhancing the whole, situated mind—a comprehensive cognitive
design strategy—we can envision a future in which we create what Andy Clark calls
the “infinite cortex.”49
This is a learning system where our individual minds can lever-
age biological, architectural, and technological scaffolding to improve and expand
individual capacities. It is also a system that seamlessly integrates the components of
a cognitive ecosystem, coordinating machine-to-machine, human-to-machine, and
human-to-human processes.
The notion that the Internet is creating a “Global Brain” is well known, but the
connections that the Internet enables are but part of the cognitive puzzle, and must
include our bodies and our spaces and places.50
“We are exposing our brains to an
environment and asking them to do things we weren’t necessarily evolved to do …
and there are consequences,” says Adam Gazzaley, a neuroscientist at University of
California, San Francisco. These consequences range from having trouble concen-
trating and paying attention in the moment to what is essentially an addiction to the
dopamine rush of new and surprising information. The trick is to create a system
in which we can program our environments as assistants to thought, and not be
squeezed into the procrustean bed of our technologies. Coordinating these dynam-
ics into a holistic thinking process will amplify our minds in a way that does not do
violence to any part of the system, or sacrifice the parts of what make us human that
we want to maintain into the future. That is the vision of the Infinite Cortex. It is a
dream worth pursuing, and a dream scenario for the mind in our designed world.
THE INFINITE CORTEX
conclusion
37. MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX 33
endnotes
1 This report does not directly address the areas of independent artificial intelligence, or reverse engineering the brain. It
will cover how the currently existing biological brain uses and will design future technologies around it to function dif-
ferently.
2 Clark, A. Natural Born Cyborgs: Minds, Technologies, and the Future of Human Intelligence. (2004) Oxford University
Press.
3 Quoted in: Eberhard, J. and Patoine, B., “Architecture With the Brain in Mind.” The Dana Foundation weblog. (2004)
Available at: http://www.dana.org/news/cerebrum/detail.aspx?id=1254
4 This concept is inspired by Buckminster Fuller’s “comprehensive design strategy.”
5 Malafouris, L. “The Brain–Artefact Interface (BAI): A Challenge for Archaeology and Cultural Neuroscience.” Social
Cognitive and Affective Neuroscience. (2009)
6 Rosvall, M. and Bergstrom, C. “Mapping Change in Large Networks.” PLOS One. (2010) Available at: http://www.
plosone.org/article/info:doi/10.1371/journal.pone.0008694
7 Kurzweil Accelerating Intelligence weblog. “MRI scans show brain’s response to actions of others.” (August 12, 2010)
Available at: http://www.kurzweilai.net/mri-scans-show-brains-response-to-actions-of-others?utm_source=KurzweilAI+
Daily+Newsletter&utm_campaign=ec5599af8c-UA-946742-1&utm_medium=email
8 You Are Not So Smart Weblog. “Anchoring.” (July 27, 2010) Available at: http://youarenotsosmart.com/2010/07/27/
anchoring-effect/
9 The Lab began at the University of Wisconsin-Madison, and is now at Arizona State University.
10 Glenberg, A., et al. “Grounding Language in Bodily States: The Case for Emotion” Grounding cognition : the role of
perception and action in memory, language, and thinking. (2005) Cambridge University Press.
11 University of Chicago. “Gestures Lend A Hand In Learning Mathematics; Hand Movements Help Create New Ideas.”
ScienceDaily. (March 6, 2009). Available at: http://www.sciencedaily.com/releases/2009/02/090224133204.htm
12 MacLean, K., et al. “Intensive Meditation Training Improves Perceptual Discrimination and Sustained Attention.” Psy-
chological Science (May 2010). Available at: http://www.psychologicalscience.org/media/releases/2010/maclean.cfm
13 Huppert, F., and Johnson, D. “A controlled trial of mindfulness training in schools: The importance of practice for an
impact on well-being.” The Journal of Positive Psychology. Volume 5, Issue 4. (July 2010) Available at: http://www.
informaworld.com/smpp/content~db=all?content=10.1080/17439761003794148
14 Despain, D. “Why SIRT1 in Your Brain May Keep You Smart.” Kurzweil Accelerating Intelligence (August 10, 2010).
Available at: http://www.kurzweilai.net/why-sirt1-in-your-brain-may-keep-you-smart?utm_source=KurzweilAI+Daily+
Newsletter&utm_campaign=7a9e68a0b8-UA-946742-1&utm_medium=email
15 Trivedi, B. “Sensory hijack: Rewiring brains to see with sound.” New Scientist. No. 2773 (August 17, 2010). Available
at: http://www.newscientist.com/article/mg20727731.500-sensory-hijack-rewiring-brains-to-see-with-sound.html.
16 Changizi M. “Where Are the Pain Engineers?” First appeared on May 6, 2010, as a feature at bodyinmind.au (August 11,
2010). Available at: http://changizi.wordpress.com/2010/08/11/where-are-the-pain-engineers/
17 Cohn, M. “Scientists Make Link Between Brain Acid and Cognition.” PhysOrg (August 2, 2010). Available at: http://
www.physorg.com/news199944356.html
18 Reis, J., et al. “Noninvasive Cortical Stimulation Enhances Motor Skill Acquisition Over Multiple Days Through an Ef-
fect on Consolidation.” PNAS 106, No. 5 (February 3, 2009). Available at: http://www.pnas.org/content/106/5/1590.full
19 Quoted in: Discover Blog. “Heavy, Rough and Hard – How the Things We Touch Affect Our Judgments and Decisions.”
(Retrieved September 6, 2010) Available at: http://blogs.discovermagazine.com/notrocketscience/2010/06/25/heavy-
rough-and-hard-%E2%80%93-how-the-things-we-touch-affect-our-judgments-and-decisions
38. 34 INSTITUTE FOR THE FUTURE
ENDNOTES
20 Ackerman, J., Nocera, C., and Bargh, J. “Incidental Haptic Sensations Influence Social Judgments
and Decisions.” Science. Volume 328. Issue 5986. (June 25, 2010) Available at: http://dx.doi.
org/10.1126/science.1189993
21 Meyers-Levy, J., & Zhu, R. (In Press). The influence of ceiling height: The effect of priming on
the type of processing people use. Journal of Consumer Research.
22 A good summary of findings can be found at Meyers-Levy, J.,R. Zhu. “The Influence of Ceiling
Height: The Effect of Priming on the Type of Processing That People Use.” Journal of Con-
sumer Research. Volume 34 (August 2007). Available at: http://scienceblogs.com/mixingmemo-
ry/2007/05/does_ceiling_height_affect_the.php
23 Academy of Neuroscience for Architecture website. (May 19, 2010). Available at: http://www.
anfarch.org
24 Neuroscience News. “Mice Environments Matter to Brain Matter.” (Retrieved September 6, 2010)
Available at: http://neurosciencenews.com/mice-environments-matter-brain-matter-cages-alter-
brains/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+neuroscience-
rss-feeds-neuroscience-news+%28Neuroscience+News+Updates%29
25 Shipman, C. “Exercise Can Make You Smarter.” ABC News website. (2009) Avaliable at: http://
abcnews.go.com/GMA/exercise-boost-brainpower/story?id=8840026
26 Brain Targeted Teaching website. “The Brain-Targeted Teaching Model: A Comprehensive Model
for Classroom Instruction and School Reform.” (Retrieved September 6, 2010) Available at: http://
www.braintargetedteaching.org/overview.html
27 quoted in Neurocentric Learning, EisP.
28 Lehrer, J. “Twitter strangers.” Science Blogs. (July 20, 2010) Available at http://scienceblogs.
com/cortex/2010/07/twitter_strangers.php
29 See IFTF report Blended Realities [SR 122-2]
30 See IFTF report The Future of Persuasion [SR1321 2010]
31 For an ethnographic study of distributed and extended cognition in practice, see Hutchins, E.
(1996) Cognition in the Wild. MIT Press.
32 “Optogenetics is an emerging field combining optical and genetic techniques to probe neural cir-
cuits within intact mammals and other animals, at the high speeds (millisecond-timescale) needed
to understand brain information processing.” http://en.wikipedia.org/wiki/Optogenetics
33 Bailenson, J., Blascovich J., and Guadagno, R. “Self-Representations in Immersive Virtual Envi-
ronments.” Journal of Applied Social Psychology. Volume 11, No. 38 (2008) Available at: http://
vhil.stanford.edu/pubs/2008/bailenson-IVE-self.pdf
34 deCharms, R., et al. “Learned Volitional Control Over Brain fMRI Activation and Pain.” Proceed-
ings of the Natlional Academy of Sciences USA (2005). Available at: http://snapl.stanford.edu/
research/rtfmri.html
35 Augmented Cognition International Society. “What is Augmented Cognition?” (Retrieved Sep-
tember 6, 2010) Available at: http://www.augmentedcognition.org
36 To adapt a quote from Tom Atlee, Atlee’s original quote is: “The world is getting better and better,
and worse and worse, faster and faster.”
39. 35MIND IN A DESIGNED WORLD: TOWARD THE INFINITE CORTEX
37 Camilli-Whisenhunt, C. “Brain Connections Break Down as We Age.” Vocus. (August 18, 2010)
Available at: http://www.prweb.com/releases/2010/08/prweb4402214.htm
38 Wikipedia. “Cognitive reserve.” (August 21, 2010). Available at: en.wikipedia.org/wiki/Cogni-
tive_reserve
39 For a more detailed look at advertising, please see IFTF Technology Horizons Future of Persua-
sion [SR-1321 2010].
40 See IFTF report The Future of Work: Perspectives [SR1092 2007]
41 Hannaford, K. “Finland’s Broadband-As-Legal-Right Available From Today for Ev-
eryone.” Gizmodo (July 1, 2010). Available at: http://gizmodo.com/5577128/finlands-
broadband+as+legal+right-available-from-today-for-everyone
42 Savulescu, J. “Fluoride and the Future: Population Level Cognitive Enhancement.” Practical
Ethics weblog. (February 8, 2008). Available at: http://www.practicalethicsnews.com/practicaleth-
ics/2008/02/fluoride-and-th.html
43 Dunagan, Jake. “Six Neurocentric Industries” (August 26, 2010). Available at: http://www.good.
is/post/six-neurocentric-industries
44 See IFTF report The Future of Persuasion [SR1321 2010]
45 Purdy, K. “Top 10 ways Your Brain is Sabotaging You (And How to Beat It).” Lifehacker (August
14, 2010). Available at: http://lifehacker.com/5611547/top-10-ways-your-brain-is-sabotaging-you-
and-how-to-beat-it.
46 Clark, A. (2008) Supersizing the Mind: Embodiment, Action, and Cognitive Extension. Oxford
University Press. p. 10.
47 Google Prediction API. “What is the Google Prediction API?” Retrieved from: http://code.google.
com/apis/predict
48 Yu, C., Ballard, D., and Aslin, R. “The Role of Embodied Intention in Early Lexical Acquisition.”
Cognitive Science. Volume 29: 961–1005. doi: 10.1207/s15516709cog0000_40 (2005)
49 Phrase is from Andy Clark, from Interview w/author, on July 23, 2010.
50 See Howard Bloom, The Global Brain. Two more recent books on this theme are Kevin Kelly’s
What Technology Wants, and Michael Chorost’s World Wide Mind.