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Human and MachineConsciousnessDAVID GAMEZ

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Human and MachineConsciousnessDavid Gamez

https://www.openbookpublishers.com 2018 David GamezThis work is licensed under a Creative Commons Attribution 4.0 International license (CCBY 4.0). This license allows you to share, copy, distribute and transmit the work; to adaptthe work and to make commercial use of the work providing attribution is made to theauthors (but not in any way that suggests that they endorse you or your use of the work).Attribution should include the following information:David Gamez. Human and Machine Consciousness. Cambridge, UK: Open Book Publishers,2018. https://doi.org/10.11647/OBP.0107In order to access detailed and updated information on the license, please visit yrightFurther details about CC BY licenses are available at http://creativecommons.org/licenses/by/4.0/All external links were active at the time of publication unless otherwise stated and havebeen archived via the Internet Archive Wayback Machine at https://archive.org/webDigital material and resources associated with this volume are available at ourcesEvery effort has been made to identify and contact copyright holders and any omission orerror will be corrected if notification is made to the publisher.ISBN Paperback: 978-1-78374-298-1ISBN Hardback: 978-1-78374-299-8ISBN Digital (PDF): 978-1-78374-300-1ISBN Digital ebook (epub): 978-1-78374-301-8ISBN Digital ebook (mobi): 978-1-78374-302-5DOI: 10.11647/OBP.0107Cover image: Stereogram created by David Gamez with data from Anderson ender/) licensed under CC BY-SA 3.0.All paper used by Open Book Publishers is SFI (Sustainable Forestry Initiative), PEFC(Programme for the Endorsement of Forest Certification Schemes) and Forest StewardshipCouncil(r)(FSC(r) certified.Printed in the United Kingdom, United States, and Australia by Lightning Sourcefor Open Book Publishers (Cambridge, UK)

This book is dedicated to the first artificial system that understands it.

A flash, a mantling, and the ferment rises,Thus, in this moment, hope materializes,A mighty project may at first seem mad,But now we laugh, the ways of chance forseeing:A thinker then, in mind’s deep wonder clad,May give at last a thinking brain its being.[ ]Now chimes the glass, a note of sweetest strength,It clouds, it clears, my utmost hope it proves,For there my longing eyes behold at lengthA dapper form, that lives and breathes and moves.My mannikin! What can the world ask more?The mystery is brought to light of day.Now comes the whisper we are waiting for:He forms his speech, has clear-cut words to say.Goethe, Faust

AcknowledgementsI am extremely grateful to Barry Cooper and the John TempletonFoundation for supporting this work (Project ID 15619: ‘Mind,Mechanism and Mathematics: Turing Centenary Research Project’).This grant gave me the time that I needed to sit down and write thisbook.I have really appreciated the help of Anil Seth, who supported myapplication for a Turing Fellowship and was very welcoming duringmy time at the University of Sussex. I am also grateful to the SacklerCentre for Consciousness Science and the Department of Informatics atthe University of Sussex for giving me a place to work. I greatly enjoyedconversations about consciousness with my colleagues at Sussex.I would also like to thank Owen Holland, whose CRONOS projectstarted my work on human and machine consciousness, and thereviewers of this book, who had many helpful suggestions. I owe awarm debt of gratitude to my parents, Alejandro and Penny Gamez,who have always given me a great deal of support and encouragement.

ContentsList of Illustrations11. Introduction32. The Emergence of the Concept of Consciousness93. The Philosophy and Science of Consciousness334. The Measurement of Consciousness435. From Correlates to Theories of Consciousness696. Physical Theories of Consciousness857. Information Theories of Consciousness938. Computation Theories of Consciousness1039. Predictions and Deductions about Consciousness11310. Modification and Enhancement of Consciousness12511. Machine Consciousness13512. Conclusion149Appendix: Definitions, Assumptions, Lemmas and Constraints159Endnotes165Bibliography201Index219

List of IllustrationsAll images are David Gamez, CC BY 4.0.2.1. Visual representation of a bubble of perception.122.2. The presence of an invisible god explains regularitiesin the visible world.142.3. Colour illusion.172.4. Primary and secondary qualities.192.5. The relationship between a bubble of experience and abrain.212.6. Interpretation of physical objects as black boxes.232.7. The relationship between a bubble of experience andan invisible physical brain.252.8. The emergence of the concept of consciousness.283.1. The use of imagination to solve a scientific problem.353.2. Imagination cannot be used to understand therelationship between consciousness and the invisiblephysical world.383.3. Learnt association between consciously experiencedbrain activity and the sensation of an ice cube.394.1. Problem of colour inversion.514.2. Some of the definitions and assumptions that arerequired for scientific experiments on consciousness.534.3. The relationship between macro- and micro-scalee-causal events.584.4. Assumptions about the relationship between CC sets,consciousness and first-person reports.605.1. The measurement of an elephant’s height in ascientist’s bubble of experience.705.2. Theory of consciousness (c-theory).79

2 Human and Machine Consciousness7.1. Information c-theory.978.1. Soap bubble computer.1049.1. Testing a c-theory’s prediction about a conscious state.1149.2. Testing a c-theory’s prediction about a physical state.1159.3. Deduction of the conscious state of a bat.11910.1. Modifications of a bubble of experience.12810.2. A reliable c-theory is used to realize a desired state ofconsciousness.12911.1. A reliable c-theory is used to build a MC4 machine.13811.2. A reliable c-theory is used to deduce the consciousnessof an artificial system.139

1. IntroductionConsciousness is extremely important to us. Without consciousness,there is just nothingness, death, night. It is a crime to kill a person whois potentially conscious. Permanently unconscious people are left to die.Religious people face death with hope because they believe that theirconscious souls will break free from their physical bodies.We know next to nothing about consciousness and its relationshipto the physical world. The science of consciousness is mired inphilosophical problems. We can only guess about the consciousnessof coma patients, infants and animals. We have no idea about theconsciousness of artificial systems.This book neutralizes the philosophical problems with consciousnessand clears the way for scientific research. It explains how we candevelop mathematical theories that can make believable predictionsabout consciousness.The first obstacles that need to be overcome are the metaphysicaltheories of consciousness. Some people claim that consciousness is aseparate substance; other people believe that it is identical to the physicalworld. These theories generate endless debates and it is very difficult toprove or refute them. This book eliminates some of these theories andsuspends judgement about the rest.The next obstacle is the hard problem of consciousness. This typicallyappears when people try and fail to imagine how colourful conscioussensations are related to the colourless world of modern physics. Thisbook breaks the hard problem of consciousness down into a pseudoproblem, a difficult problem and a set of brute regularities.Some problems with consciousness cannot be solved. For example,we cannot prove that a person is conscious. These problems affect ourability to measure consciousness through first-person reports. This book David Gamez, CC BY 4.0 https://doi.org/10.11647/OBP.0107.01

4 Human and Machine Consciousnessneutralizes these problems by making assumptions. The results from thescience of consciousness can then be considered to be true given theseassumptions.When these obstacles have been overcome the scientific study ofconsciousness becomes straightforward. We can measure consciousness,measure the physical world and look for mathematical relationshipsbetween these measurements. We can use artificial intelligence todiscover mathematical theories of consciousness.Eventually we will discover mathematical theories that map betweenstates of consciousness and states of the physical world. We will usethese theories to make believable predictions about the consciousness ofinfants, animals and robots. We will measure the consciousness of braindamaged patients. We will build conscious machines, repair damagedconsciousnesses and create designer states of consciousness.The scientific study of consciousness is clarified by this book. Asyou read it the philosophical problems will dissolve and you will gain aclear vision of consciousness research. You will no longer worry aboutwhether consciousness is a separate substance. You will not be troubledby a desire to reduce consciousness to particles or forces. You willunderstand that a scientific theory of consciousness is a mathematicalrelationship between a formal description of consciousness and a formaldescription of the physical world.This book starts with a definition of consciousness. In daily lifewe treat colour, sound and smell as objective properties of the world.Over the last three hundred years science has developed a series ofinterpretations of the world that have stripped objects of their sensoryproperties. Apples used to be red and tasty; now physical apples arecolourless collections of jigging atoms, probability distributions ofwave-particles. The physical world has become invisible. When scienceeliminated sensory properties from the physical world it was necessaryto find a way of grouping, describing and explaining the colours,sounds and smells that we continued to encounter in daily life. Wesolved this problem by inventing the modern concept of consciousness.‘Consciousness’ is a name for the sensory properties that were removedfrom the physical world by modern science.

1. Introduction 5The next chapter examines some ‘hard’ problems with consciousness.First, it is impossible to imagine the relationship between consciousnessand the invisible physical world. Second, we find it difficult to imaginethe connection between conscious experiences of brain activity andother conscious experiences. Third, there are brute regularities betweenconsciousness and the physical world that cannot be broken down orfurther explained. None of these problems are unique to consciousnessresearch. They can also be found in physics and they do not affectour ability to study consciousness scientifically. We can measureconsciousness, measure the physical world and look for mathematicalrelationships between these measurements.Scientists measure consciousness through first-person reports,which raises problems about the reliability of these reports, thepossibility of non-reportable consciousness and the causal closure of thephysical world. The fourth chapter addresses these issues by makingassumptions that explain how consciousness can be measured. First,we need to identify the systems that we believe are conscious. Then weneed to make other assumptions to ensure that consciousness can beaccurately measured in these systems.The fifth chapter explains how we can develop mathematical theoriesof the relationship between consciousness and the physical world.Scientists have carried out pilot studies that have looked for correlationsbetween consciousness and brain activity. We are now starting to createcompact mathematical theories that can map between physical andconscious states. Computers could be used to discover these theoriesautomatically.Chapter 6 discusses theories that link consciousness to patterns inphysical materials—for example, electromagnetic waves or neuronfiring patterns. With physical theories the materials in which the patternsoccur are critical—if the same patterns occur in different materials,they are not claimed to be linked to consciousness. Physical theories ofconsciousness are similar to scientific theories in physics, chemistry andbiology.Some people have claimed that information patterns are linked toconsciousness, regardless of whether they occur in a brain, a computer

6 Human and Machine Consciousnessor a pile of sand. The seventh chapter shows that this approach failsbecause information is not a property of the physical world and anygiven information pattern can be extracted from both the conscious andunconscious brain. Information theories of consciousness should bereinterpreted as physical theories of consciousness.Other people believe that consciousness is linked to the executionof computations. They claim that some computations are linked toconsciousness regardless of whether they are executing in a brain ora digital computer. Chapter 8 argues that computations cannot belinked to consciousness because computing is a subjective use that wemake of the world. Computation theories of consciousness should bereinterpreted as physical theories of consciousness.Chapter 9 explains how theories of consciousness can beexperimentally tested. This can only be done on systems that we assumeare conscious, such as normally functioning adult human brains. Wecan also use our theories of consciousness to make deductions aboutthe consciousness of brain-damaged people, animals and robots.These deductions cannot be verified because we cannot measure theconsciousness of these systems.When we have discovered a reliable theory of consciousness we willbe able to use it to modify and enhance our consciousness. For example,we could change the shape of our conscious body or increase our levelof consciousness. Chapter 10 explains how we can use a theory ofconsciousness to identify the physical state that is linked to a desiredconscious state. If we could realize this physical state in our brains, wewould experience the desired conscious state. It will be many yearsbefore this will become technologically possible.The eleventh chapter suggests how a reliable theory of consciousnesscould be used to create conscious machines and make believabledeductions about the consciousness of artificial systems. Silicon brainimplants and consciousness uploading are interpreted as forms ofmachine consciousness, and the chapter discusses whether consciousmachines could threaten human existence and how they should beethically treated.

1. Introduction 7The conclusion summarises the book, highlights its limitations andsuggests future directions of research. The appendix lists the definitions,assumptions, lemmas and constraints.The main text of this book is short and self-contained and can beread through without referring to the endnotes or bibliography. Theendnotes contain more detailed discussions of individual points andfull references to the scientific and philosophical literature.

2. The Emergence of the Conceptof Consciousness2.1 Naive RealismI am immersed in a colourful moving noisy tasty smelly painful spatiallyand temporally extended stream of things. During a nuclear explosionI see a grey mushroom cloud, hear a detonation, feel heat, touch windand taste synthetic strawberry bubblegum in my mouth. I do not inferthe presence of these things—they are just there before me as the worldat this place and time seen from my perspective.When Cro-Magnon man peered out of his cave he saw a brightpattern of green leaves, heard a river and tasted sweet-tart berries in hismouth. The green of the leaves was present to him, framing the entranceto his cave, just as the river was crashing and roaring to his left. Nocomplicated theories about consciousness troubled Cro-Magnon man:the world was simply present to him. In this idealised naive and simpletime people simply saw the world, unclouded by theories of perception.When a child opens its eyes it does not see a collection of qualia1 orconscious representations: just a red balloon ascending into the warmsummer sky.Most modern adults most of the time have a direct relationshipwith the world around them. We are immersed in a world of colourfulmoving noisy tasty smelly things. As we slog through our workadaylives we are not philosophizing—the blue of my computer screen is thecolour of an object in the world; the tinny speaker sound is part of theworld. We go outside and see cold grey skies and are lashed by coldlashing rain.For me at least, the colourful cheerful world is the most importantthing there is. I long to drink in more of the visible audible tasty moving David Gamez, CC BY 4.0 https://doi.org/10.11647/OBP.0107.02

10 Human and Machine Consciousnessworld. What I hope for in any afterlife is that some kind of a worldwill continue, ideally in a reasonably pleasant way. While one can makeabstract ethical points about the value of life, its real value for me is thisimmersion in a sensuous world.This relationship with the world is often called naive realism: aninterpretation of perception in which we directly see the world and theworld is as we see it. However, there is nothing naive or realistic in oureveryday encounters with the world—‘naive realism’ is a convenientlabel that we use to contrast our everyday immersion in the world withother theories of perception.I am standing in my sitting room staring dully through dirty netcurtains at nothing in the street outside. I cannot see the body of myaunt. It is out there in the garage. I walk into the garage and open theblue plastic sack. Now I can see the body of my aunt.When I look at my aunt’s body it appears as three-dimensional,although I can only see part of it at one time. From one perspective I cansee my aunt’s grey lips and clouded eyes, but I cannot see her wholehead or body. I have to move relative to her body to see her thin greyhair and the matted dried blood on the back of her head.My aunt’s body changes independently of my interactions withit. Each time I return to the garage I observe subtle changes in colouras her body decays. Her body has an objective existence that can besystematically probed in different ways. I can perform chemical tests; Ican measure its hardness and weight.Other people cannot see the body of my aunt. The police cannot see it.Uncle Henry, on holiday in Tahiti, is staring at the gyrating buttocks of ayoung woman in a grass skirt. He is not looking at the body of my aunt.Naive realism is not simultaneous and all-embracing access to everyobject in existence. We see a small number of the world’s objects fromone perspective. Objects have an independent existence that enables themto be perceived by other people. Different people see different things.We can perceive the same object on multiple occasions. Objects can be indifferent states at different times.

2. The Emergence of the Concept of Consciousness 11In our naively realistic encounters with the world we use thelanguage of perception to indicate those things and those aspects ofthings that are present to us and to acknowledge that objects continueto exist when they are not being perceived. Instead of saying that myaunt’s body is there, I talk about perceiving my aunt’s body to indicatethat it is currently present to me. Uncle Henry is not perceiving herbody: it is not present to him in Tahiti.Perception is similar to a bubble that we ‘carry around’ with us thatcontains the objects that are currently present to us. I will call this abubble of perception. We are immersed in our bubbles of perception. Whenan object appears in my bubble of perception I see it from a perspectivethat is centred on my body.2A visual representation of a bubble of perception is shown in Figure2.1b. This is inaccurate because it shows the person’s body from a thirdperson perspective, whereas we experience our bubbles of perceptionfrom the inside—we look out from our bodies onto the world. Thisillustration has the further limitation that it only shows the visual aspectof a bubble of perception. Bubbles of perception also include tastes,sounds, smells, body sensations and emotional states.In naive realism objects have the properties that we perceive themto have. The plastic sack is blue; my aunt’s body is cold; her clothes havea mothball and urine odour. Objects have these properties independentlyof whether they are inside or outside a bubble of perception. The plasticsack continues to be blue when it is in the garage and not being perceivedby anyone (Figure 2.1a).I sit in the kitchen and imagine my aunt’s body in the garage. Nowthe contents of the sack are fleeting and unstable, colours are washedout and the smell of moth balls and urine is not present. I dream of myaunt’s body. This is more vivid than imagination, but my aunt’s facechanges from moment to moment, and it is difficult to inspect detailsand maintain consistency over time. I go for a walk in the forest and eata mushroom. One hour later my aunt rises from the ground before me:her eyes are dark geometric spirals; her hair is a writhing mass of whitemaggots.

12 Human and Machine ConsciousnessFigure 2.1. Visual representation of a bubble of perception. a) Domestic scene. Innaive realism the sack in the garage continues to be blue when no-one is lookingat it. b) A visual representation of a bubble of perception. This uses a third-personperspective to represent our sense of inhabiting a body and looking out at a world.Although this is substantially different from an actual bubble of perception,which we experience from inside our bodies, it is the best way that I have found ofdepicting a bubble of perception. Image David Gamez, CC BY 4.0.We no longer believe that imagined, dreamt or hallucinated objectsare objectively present in a second spiritual world. It no longer makessense to say that we perceive imagined, dreamt or hallucinated objects.This is particularly true now that perception is associated with theoriesabout electromagnetic waves, sound vibrations, and so on. To addressthis issue I will replace ‘bubble of perception’ with the more inclusiveterm ‘bubble of experience’, and distinguish between two types ofbubble of experience: Online bubbles of experience are connected to the world: theirstates change in response to changes in the world and detailedinformation about the world can be accessed on demand.

2. The Emergence of the Concept of Consciousness 13They typically have vivid colours, clear sounds, strongodours and intense body sensations. In an online bubble ofexperience objects are stable, we can view the same object onmultiple occasions and people generally agree on an object’sproperties. We are immersed in online bubbles of experiencewhen we perceive and interact with the world. Offline bubbles of experience are not connected to the currentenvironment, although they might correspond to past orfuture states. They are often unstable, low resolution and lowintensity. Colours are washed out; smells, tastes and bodysensations are rarely present. Offline bubbles of experience aretypically weakly perceptual—we cannot interact with objectsin a systematic way, and it can be difficult to repeatedly viewthe same object from multiple perspectives or to examinesmall details. People typically do not agree about the objectsthat they encounter in offline bubbles of experience. We areimmersed in offline bubbles of experience when we dream,remember, hallucinate and imagine.A bubble of experience can have a mixture of online and offlinecontents. When I hallucinated my aunt the forest was an onlinecomponent of my bubble of experience; the aunt and maggots wereoffline.32.2 Invisible ExplanationsThe flowers in my living room appear in my online bubble of experienceon multiple occasions. I can see them from multiple perspectives anduncover more of their properties. They appear in other people’s bubblesof experience. The flowers are part of an independent world, which isoften called the physical world.The physical world has regularities. If I throw a pig out of a window,its pink colour and screams move together and its rate of accelerationcan be calculated using a simple equation. If I mix one part glycerinewith three parts nitric acid, I obtain an explosive mixture that canalleviate angina.We explain these regularities by postulating the existence of invisibleobjects and properties in the physical world. These do not appear in

14 Human and Machine Consciousnessour bubbles of experience—we believe in their existence because theyimprove our ability to make predictions about objects in our bubbles ofexperience.X-rays are invisible waves that were posited to explain the appearanceof patterns on photographic plates. These patterns can easily beexplained if there is a form of radiation that cannot be perceived with thehuman eye. Our belief in X-rays was strengthened by the developmentof other methods for detecting them. Only the effects of X-rays appear inour bubbles of experience—the rays themselves are invisible.Visible and invisible gods are often used to explain regularities inour bubbles of experience. A statue of Tlaloc might be considered to beTlaloc himself, something that Tlaloc inhabits to some extent or just arepresentation of Tlaloc. Sometimes the Judeo-Christian god is depictedas a beardy bloke floating in the clouds; more often he is assumed to beinvisible.Prayers, sacrifices and moral rectitude encourage the gods to bestowrain, fertility and a good harvest on their virtuous subjects (see Figure2.2). Murder, incest and eating prawns anger the gods, who inflictearthquakes, floods and infertility on people who stray from the pathof righteousness.Figure 2.2. The presence of an invisible god explains regularities in the visibleworld. a) Worshippers of Tlaloc offer up sacrifices and prayers for rain. b) Thepsychology and actions of the invisible god explain the appearance of the rain.Image David Gamez, CC BY.

2. The Emergence of the Concept of Consciousness 15Early astronomers explained the regular movements of the heavenlybodies by claiming that they are embedded in concentric crystallinespheres. These spheres were invisible to human observers on Earth, butthey probably believed that they could have touched them if they couldhave reached them.Newton explained the movements of the heavenly bodies byclaiming that they exert an invisible gravitational force on each other,whose strength is given by a simple equation. Newton could not explainhow masses attract each other at a distance—at best he could point tomagnetism as an example of a similar force. However, the invisiblegravitational force, along with the equations describing it, made goodpredictions about the movements of the heavenly bodies, and so itbecame an accepted part of the physical world. While we can observethe effects of gravity in our bubbles of experience—a feeling of heaviness,movement of objects towards the Earth—gravity itself is invisible.The ancient atomists hypothesized that the world is composed ofinvisible entities called atoms. They used the movements, swervesand interactions of the atoms to explain the visible properties of theworld.4 This view was revived in the seventeenth century and laterused to explain phenomena, such as the pressure and temperatureof a gas. Although our theories about elementary particles have beensubstantially revised, atomism continues to play an important role inour understanding of the physical world.Atoms and their constituent particles are invisible explanationsbecause they never directly appear in our bubbles of experience. Anatom might emit an electromagnetic wave that leads to an experienceof red, but we experience the red, not the atom itself. We can generatepictures of atoms using a scanning tunnelling microscope, but these arethe result of a complex technological process—not a direct view of theatoms themselves.Our modern invisible explanations have become increasinglyabstract. We now use complex mathematical equations to describe thebehaviour of wave-particles and highly folded fields. These invisibleexplanations can be used to make accurate predictions about thebehaviour of objects in our bubbles of experience.

16 Human and Machine ConsciousnessInvisible physical explanations are extremely important to us. Fornon-religious people the physical world is all there is: a completeunderstanding of it would be a complete understanding of everything.Whichever invisible explanations you accept, their common factor isthat they are, by definition, invisible. They are hypotheses that go beyondour experiences in order to explain and make sense of our experiences.The effects of invisible entities appear in our bubbles of experience, neverthe invisible entities themselves.2.3 Primary and Secondary QualitiesThe particular bulk, number, figure, and motion of the parts of fire, or snow, arereally in them, whether anyone’s senses perceive them or no: and thereforethey may be called real qualities, because they really exist in those bodies.But light, heat, whiteness, or coldness, are no more really in them, than sicknessor pain is in manna. Take away the sensation of them; let not the eyes seelight, or colours, nor the ears hear sounds; let the palate not taste, nor thenose smell, and all colours, tastes, odours, and sounds as they are suchparticular ideas, vanish and cease, and are reduced to their causes, i.e.bulk, figure, and motion of pa

Scientists measure consciousness through first-person reports, which raises problems about the reliability of these reports, the possibility of non-reportable consciousness and the causal closure of the physical world. The fourth chapter addresses these issues by making assumptions that explain how consciousness can be measured. First,

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