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Mind uploading is a speculative process ofwhole brain emulation in which abrain scan is used to completelyemulate a person's mental state in adigitalcomputer. The computer would then run asimulation of the brain's information processing, such that it would respond in essentially the same way as the original brain and have asentientconsciousmind.[1][2][3]
Substantial mainstream research in related areas is being conducted inneuroscience andcomputer science, including animal brain mapping and simulation,[4] development of fastersupercomputers,virtual reality,brain–computer interfaces,connectomics, and information extraction from dynamically functioning brains.[5] Supporters say many of the tools and ideas needed to achieve mind uploading already exist or are under active development, but they admit that others are as yet very speculative, though still in the realm of engineering possibility.
Mind uploading may be accomplished by either of two methods: copy-and-upload or copy-and-delete by gradual replacement ofneurons (which can be considered gradual destructive uploading) until the originalorganic brain no longer exists and acomputer program emulating it takes control of the body. In the former method, mind uploading would be achieved by scanning andmapping the salient features of a biological brain and then storing and copying that information into a computer system or another computational device. Thebiological brain may not survive the copying process or may be deliberately destroyed during it. The simulated mind could be in a virtual reality orsimulated world, supported by an anatomic 3D body simulation model. Alternatively, the simulated mind could reside in a computer inside—or either connected to or remotely controlled by—a (not necessarilyhumanoid)robot, biological, orcybernetic body.[6]
Among somefuturists and within part oftranshumanist movement, mind uploading is treated as an important proposedlife extension orimmortality technology (known as "digital immortality"). Some believe mind uploading is the best way to preserve the human species, as opposed tocryonics. Another aim of mind uploading is to provide a permanent backup to our "mind-file", to enable interstellar space travel, and to be a means for human culture to survive a global disaster by making a functional copy of a human society in a computing device. Some futurists consider whole-brain emulation a "logical endpoint"[6] ofcomputational neuroscience andneuroinformatics, both of which studybrain simulation for medical research purposes. It is discussed inartificial intelligence research publications as an approach tostrong AI (artificial general intelligence) and to at least weaksuperintelligence. Another approach isseed AI, which is not based on existing brains. Computer-based intelligence, such as an upload, could think much faster than a biological human, even if it were no more intelligent. A large-scale society of uploads might, according to futurists, give rise to atechnological singularity: an exponential development of technology that exceeds human control and becomes unpredictable.[7] Mind uploading is a central conceptual feature ofnumerous science fiction novels, films, and games.[8]
Many neuroscientists believe that the humanmind is largely anemergent property of the information processing of itsneuronal network.[9]
Neuroscientists have said that important functions performed by the mind, such as learning, memory, and consciousness, are due to purely physical and electrochemical processes in the brain and are governed by applicable laws. For example,Christof Koch andGiulio Tononi wrote inIEEE Spectrum:
Consciousness is part of the natural world. It depends, we believe, only on mathematics and logic and on the imperfectly known laws of physics, chemistry, and biology; it does not arise from some magical or otherworldly quality.[10]
Eminentcomputer scientists and neuroscientists, including Koch and Tononi,[10]Douglas Hofstadter,[11]Jeff Hawkins,[11]Marvin Minsky,[12] Randal A. Koene, andRodolfo Llinás, have predicted that advanced computers will be capable of thought and even attain consciousness.[13]
Many theorists have presented models of the brain and established a range of estimates of how much computing power is needed for partial and complete simulations.[4][6] Using these models, some have estimated that uploading may be possible within decades if trends such asMoore's law continue.[14] As of December 2022, this kind of technology is almost entirely theoretical.
In theory, if a mind's information and processes can be disassociated from a biological body, they are no longer tied to that body's limits and lifespan. Furthermore, information within a brain could be partly or wholly copied or transferred to one or more other substrates (including digital storage or another brain), thereby—from a purely mechanistic perspective—reducing or eliminating such information's "mortality risk". This general proposal was discussed in 1971 bybiogerontologistGeorge M. Martin of theUniversity of Washington.[15] From the perspective of the biological brain, the simulated brain may just be a copy, even if it is conscious and has an indistinguishable character. As such, the original biological being, before the uploading, might consider the digital twin a new and independent being rather than a future self.[16]
An "uploaded astronaut" could be used instead of a "live" astronaut inhuman spaceflight, avoiding the perils ofzero gravity, thevacuum of space, andcosmic radiation to the human body. It would allow for the use of smaller spacecraft, such as the proposedStarChip, and it would enable virtually unlimitedinterstellar travel distances.[17]
Some researchers believe editing human brains is physically possible in theory, for example by performing neurosurgery withnanobots, but it would require particularly advanced technology. Editing an uploaded mind would be much easier, as long as the exact edits to be made are known.[18] This would facilitatecognitive enhancement and the precise control of the emulated beings' well-being, motivations, and personalities.[19]
Although the number of neuronal connections in the human brain is very large (around 100 trillions[20]), the frequency of activation of biological neurons is limited to around 200 Hz, whereas electronic hardware can easily operate at multiple GHz. With sufficient hardware parallelism, a simulated brain could thus in theory run faster than a biological brain. Uploaded beings may therefore not only be more efficient but also have a faster rate ofsubjective experience than biological brains (e.g. experiencing an hour of lifetime in a single second of real time).[21]
The focus of mind uploading, in the case of copy-and-transfer, is on data acquisition, rather than data maintenance of the brain. A set of approaches known as loosely coupled off-loading (LCOL) may be used in an attempt to characterize and copy a brain's mental contents.[22] The LCOL approach may take advantage of self-reports, life-logs, and video recordings that can be analyzed by artificial intelligence. A bottom-up approach may focus on neurons' specific resolution, morphology, and spike times, the times at which they produce potential responses.
Advocates of mind uploading point to Moore's law to support the notion that the necessary computing power will be available within a few decades. But the actual computational requirements for running an uploaded human mind are very difficult to quantify, potentially rendering such an argument specious.
Regardless of the techniques used to capture or recreate the function of a human mind, the processing demands are likely to be immense, due to the large number of neurons in the human brain along with the considerable complexity of each neuron.
Required computational capacity strongly depends on the chosen level of simulation model scale:[6]
| Level | CPU demand (FLOPS) | Memory demand (Tb) | $1 million super‐computer (Earliest year of making) |
|---|---|---|---|
| Analog network population model | 1015 | 102 | 2008 |
| Spiking neural network | 1018 | 104 | 2019 |
| Electrophysiology | 1022 | 104 | 2033 |
| Metabolome | 1025 | 106 | 2044 |
| Proteome | 1026 | 107 | 2048 |
| States of protein complexes | 1027 | 108 | 2052 |
| Distribution of complexes | 1030 | 109 | 2063 |
| Stochastic behavior of single molecules | 1043 | 1014 | 2111 |
When modeling and simulating a specific brain, a brain map or connectivity database showing the connections between the neurons must be extracted from an anatomic model of the brain. For whole-brain simulation, this map should show the connectivity of the wholenervous system, including thespinal cord,sensory receptors, andmuscle cells. Destructive scanning of a small sample of tissue from amouse brain including synaptic details is possible as of 2010.[24]
But ifshort-term memory andworking memory include prolonged or repeated firing of neurons as well as intraneural dynamic processes, the electrical and chemical signal state of the synapses and neurons may be hard to extract. The uploaded mind may then perceive amemory loss of the events and mental processes immediately before the brain scanning.[6]
A full brain map has been estimated to occupy less than 2 x 1016 bytes (20,000 TB) and would store the addresses of the connected neurons, the synapse type, and the "weight" of each of the brains' 1015 synapses.[25] But the biological complexities of true brain function (the epigenetic states of neurons, protein components with multiple functional states, etc.) may preclude an accurate prediction of the volume of binary data required to faithfully represent a functioning human mind.
A possible method for mind uploading is serial sectioning, in which the brain tissue and perhaps other parts of the nervous system are frozen and then scanned and analyzed layer by layer, which, for frozen samples at nano-scale, requires a cryo-ultramicrotome, capturing the structure of the neurons and their interconnections.[26][27] The exposed surface of frozen nerve tissue would be scanned and recorded, and then the surface layer of tissue removed. While this would be very slow and labor-intensive, research is underway to automate the collection and microscopy of serial sections.[28] The scans would then be analyzed, and a model of the neural net recreated in the system into which the mind was being uploaded.
There is uncertainty with this approach using current microscopy techniques. If it is possible to replicate neuron function from its visible structure alone, then the resolution afforded by ascanning electron microscope would suffice for such a technique.[28] But as the function of brain tissue is partially determined by molecular events (particularly atsynapses, but also atother places on the neuron's cellmembrane), this may not suffice to capture and simulate neuron functions. It may be possible to extend the techniques of serial sectioning and to capture the internal molecular makeup of neurons, through the use of sophisticatedimmunohistochemistry staining methods that could then be read viaconfocal laser scanning microscopy. But as the physiological genesis of mind is not currently known, this method may not be able to access all the biochemical information necessary to recreate a human brain with sufficient fidelity.
It may be possible to create functional 3D maps of the brain activity, using advancedneuroimaging technology such asfunctional MRI (fMRI, for mapping change in blood flow),magnetoencephalography (MEG, for mapping of electrical currents), or combinations of multiple methods, to build a detailed three-dimensional model of the brain using non-invasive and non-destructive techniques. Today, fMRI is often combined with MEG to create functional maps of human cortices during more complex cognitive tasks, as the methods complement each other. Even though current imaging technology lacks the spatial resolution needed to gather the information needed for such a scan, important recent and future developments are predicted to substantially improve both spatial and temporal resolution.[30]
Ongoing work in brain simulation includes partial and whole simulations of some animals.[4] For example, theC. elegans roundworm,[31]Drosophila fruit fly,[32] and mouse[33] have all been simulated to various degrees.
TheBlue Brain Project, initiated by the Brain and Mind Institute of theÉcole Polytechnique Fédérale de Lausanne, is an attempt to create a synthetic brain by reverse-engineering mammalian brain circuitry in order to accelerate experimental research on the brain.[34] In 2009, after a successful simulation of part of a rat brain, the director,Henry Markram, said, "A detailed, functional artificial human brain can be built within the next 10 years."[35] In 2013, Markram became the director of the new decade-longHuman Brain Project. Less than two years later, the project was recognized to be mismanaged and its claims overblown, and Markram was asked to step down.[36][37]
One approach to digital immortality is gradually "replacing" neurons in the brain with advanced medical technology such asnanobiotechnology, possibly usingwetware computer technology or using nanobots to read brain structure, as described by Alexey Turchin.[38]
The main philosophical problem faced by "mind uploading" or mind copying is thehard problem of consciousness: the difficulty of explaining how a physical entity such as a human can havequalia,phenomenal consciousness, orsubjective experience.[39] Many philosophical responses to the hard problem entail that mind uploading is fundamentally or practically impossible, while others are compatible with at least some forms of mind uploading. Many proponents of mind uploading defend its feasibility by recourse tophysicalism, which includes the belief that consciousness is anemergent feature that arises from large neural network high-level patterns of organization that could be realized in other processing devices. Mind uploading relies on the idea that the human mind (the "self" and long-term memory) reduces to neural network paths and the weights of synapses in the brain. In contrast, manydualistic andidealistic accounts seek to avoid the hard problem of consciousness by explaining it in terms of immaterial (and presumably inaccessible) substances like thesoul, which pose a fundamental or at least practical challenge to the feasibility of artificial consciousness in general.[40]
Assuming physicalism is true, the mind can be defined as the information state of the brain, so it is immaterial only in the same sense as the information content of a data file or the state of software residing in a computer's memory. In this case, data specifying a neural network's information state could be captured and copied as a "computer file" from the brain and implemented in a different physical form.[41] This is not to deny that minds are richly adapted to their substrates.[42] An analogy to mind uploading is copying the information state of a computer program from the memory of the computer on which it is running to another computer and then continuing its execution on the second computer. The second computer may have different hardware architecture, but itemulates the hardware of the first computer.
These philosophical issues have a long history. In 1775,Thomas Reid wrote: “I would be glad to know... whether when my brain has lost its original structure, and when some hundred years after the same materials are fabricated so curiously as to become an intelligent being, whether, I say that being will be me; or, if, two or three such beings should be formed out of my brain; whether they will all be me, and consequently one and the same intelligent being.”[43] Although the termhard problem of consciousness was coined in 1994, debate about the issue is ancient.Augustine of Hippo argued against physicalist "Academians" in the 5th century, writing that consciousness cannot be an illusion because only a conscious being can be deceived or experience an illusion.[44]René Descartes, the founder ofmind-body dualism, made a similar objection in the 17th century, coining the popular phrase"Je pense, donc je suis" ("I think, therefore I am").[45] Although physicalism was proposed in ancient times,Thomas Huxley was among the first to describe mental experience as merely anepiphenomenon of interactions within the brain, with no causal power of its own and entirely downstream from brain activity.[46]
Manytranshumanists andsingularitarians place great hope in the belief that they may become immortal by creating one or many non-biological functional copies of their brains, thereby leaving their "biological shell". But the philosopher and transhumanistSusan Schneider claims that, at best, uploading would create a copy of the original mind.[47] Schneider agrees that consciousness has a computational basis, but does not agree that this means a person survives uploading. According to her, uploading would probably result in the death of one's brain, and only outside observers could maintain the illusion that the original person survived. It is implausible to think that one's consciousness could leave one's brain for another location; ordinary physical objects do not behave this way. Ordinary objects (rocks, tables, etc.) are not simultaneously here and elsewhere. At best, a copy is created.[47]Neural correlates of consciousness, a sub-branch of neuroscience, states that consciousness may be thought of as a state-dependent property of some undefinedcomplex, adaptive, and highly interconnected biological system.[48]
Others have argued against such conclusions. For example, Buddhist transhumanist James Hughes has pointed out that this consideration only goes so far: if one believes the self is an illusion, worries about survival are not reasons to avoid uploading,[49] and Keith Wiley has presented an argument wherein all resulting minds of an uploading procedure have equal claims to the original identity, such that survival of the self is determined retroactively from a strictly subjective position.[50][51] Some have also asserted that consciousness is a part of an extra-biological system yet to be discovered and therefore cannot yet be fully understood. Without transference of consciousness, true uploading or perpetual immortality cannot be practically achieved.[52]
Another potential consequence of mind uploading is that the decision to upload may create a mindless symbol manipulator instead of a conscious mind (aphilosophical zombie).[53][54] If a computer could process sensory inputs to generate the same outputs that a human mind does (speech, muscle movements, etc.) without having conscious experience, it may be impossible to determine whether the uploaded mind is conscious and not merely an automaton that behaves like a conscious being. Thought experiments like theChinese room raise fundamental questions about mind uploading: if an upload behaves in ways highly indicative of consciousness, or insists that it is conscious, is it conscious?[55] There might also be an absolute upper limit in processing speed above which consciousness cannot be sustained. The subjectivity of consciousness precludes a definitive answer to this question.[56]
Many scientists, includingRay Kurzweil, believe that whether a separate entity is conscious is impossible to know with confidence, since consciousness is inherently subjective (seesolipsism). Regardless, some scientists believe consciousness is the consequence of substrate-neutral computational processes. Other scientists, includingRoger Penrose, believe consciousness may emerge from some form of quantum computation that depends on an organic substrate (seequantum mind).[57][58][59]
In light of uncertainty about whether uploaded minds are conscious, Sandberg proposes a cautious approach:[60]
Principle of assuming the most (PAM): Assume that any emulated system could have the same mental properties as the original system and treat it correspondingly.
Michael Cerullo argues that survival is ensured during destructive uploading via scan-and-copy, based on a theory grounded in emergent functionalism and psychological continuity theory. According to him, psychological identity branches out, with each copy an authentic continuation of the original, ensuring the persistence of the original consciousness even if the substrate is destroyed in the process. The mind branches into distinct paths, all of which are (continuations of) the uploaded person.[61]
The process of developing emulation technology raises ethical issues related toanimal welfare andartificial consciousness.[60] The neuroscience required to develop brain emulation would require animal experimentation, first on invertebrates and then on small mammals before moving on to humans. Sometimes the animals would just need to be euthanized in order to extract, slice, and scan their brains, but sometimes behavioral andin vivo measures would be required, which might cause pain to living animals.[60]
In addition, the resulting animal emulations might suffer, depending on one's views about consciousness.[60] Bancroft argues for the plausibility of consciousness in brain simulations based onDavid Chalmers's "fading qualia" thought experiment. Bancroft concludes:[62] "If, as I argue above, a sufficiently detailed computational simulation of the brain is potentially operationally equivalent to an organic brain, it follows that we must consider extending protections against suffering to simulations." Chalmers has argued that such virtual realities would be genuine realities.[63] But if mind uploading occurs and the uploads are not conscious, there may be a significant opportunity cost. InSuperintelligence,Nick Bostrom expresses concern that a "Disneyland without children" could be built.[64]
It might help reduce emulation suffering to develop virtual equivalents of anesthesia and to omit processing related to pain and/or consciousness. But some experiments might require a fully functioning and suffering animal emulation. Animals might also suffer by accident due to flaws and lack of insight into what parts of their brains are suffering.[60] Questions also arise about the moral status of partial brain emulations and about creating neuromorphic emulations inspired by biological brains but differently built.[62]
Brain emulations could be erased by computer viruses or malware without destroying the underlying hardware. This may make assassination easier than for physical humans. The attacker might take the computing power for its own use.[65]
Many questions arise regarding the legal personhood of emulations.[66] Would they be given the rights of biological humans? If a person makes an emulated copy of themselves and then dies, does the emulation inherit their property and official positions? Could the emulation ask to "pull the plug" when its biological version was terminally ill or in a coma? Would it help to treat emulations as adolescents for a few years so that the biological creator would maintain temporary control? Would criminal emulations receive the death penalty, or would they be given forced data modification as a form of "rehabilitation"? Could an upload have marriage and child-care rights?[66]
If simulated minds had rights, it might be difficult to ensure their protection. For example, social science researchers might be tempted to secretly expose simulated minds, or whole isolated societies of simulated minds, to controlled experiments in which many copies of the same minds are exposed (serially or simultaneously) to different test conditions.[citation needed]
Research led by cognitive scientist Michael Laakasuo has shown that attitudes toward mind uploading are predicted by belief in an afterlife; the existence of mind uploading technology may threaten religious and spiritual notions of immortality and divinity.[67]
 | This section needs to beupdated. The reason given is: may not be relevant anymore, considering recent progress in large multimodal models. Please help update this article to reflect recent events or newly available information.(June 2024) |
Emulations might be preceded by a technological arms race driven byfirst-strike advantages. Their emergence and existence may lead to increased risk of war, including inequality, power struggles, strong loyalty and willingness to die among emulations, and new forms of racism, xenophobia, and religious prejudice.[68][65][69] If emulations run much faster than humans, there might not be enough time for human leaders to make wise decisions or negotiate. Humans might react violently to the growing power of emulations, especially if it reduces human wages. Emulations might not trust each other, and even well-intentioned defensive measuresmight be interpreted as offense.[65]
Robin Hanson's bookThe Age of Em poses many hypotheses on the nature of a society of mind uploads, including that the most common minds would be copies of adults with personalities conducive to long hours of productive specialized work.[70]
| This section needs to beupdated. The reason given is: most sources are more than 10 years old, and may not reflect the current state of the debate. Please help update this article to reflect recent events or newly available information.(June 2024) |
Kenneth D. Miller, a professor of neuroscience atColumbia University and a co-director of the Center for Theoretical Neuroscience, has raised doubts about the practicality of mind uploading. His major argument is that reconstructing neurons and their connections is itself a formidable task, but far from sufficient. The brain's operation depends on the dynamics of electrical and biochemical signal exchange between neurons, so capturing them in a single "frozen" state may be insufficient. In addition, the nature of these signals may require modeling at the molecular level and beyond. Therefore, while not rejecting the idea in principle, Miller believes that the complexity of the "absolute" duplication of a mind will be insurmountable for several hundred years.[71]
The neuroscience and computer-hardware technologies that may make brain emulation possible are widely desired for other reasons, and their development will presumably continue. People may also have brain emulations for a brief but significant period on the way to non-emulation-basedhuman-level AI.[70] If emulation technology arrives, it is debatable whether its advance should be accelerated or slowed.[65]
Arguments for speeding up brain-emulation research:
Arguments for slowing brain-emulation research:
Emulation research would also accelerate neuroscience as a whole, which might accelerate medical advances, cognitive enhancement, lie detectors, andpsychological manipulation.[76]
Emulations might be easier to control thande novo AI because:
As counterpoint to these considerations, Bostrom notes some downsides:
Because of the postulated difficulties that a whole brain emulation-generatedsuperintelligence would pose for the control problem, computer scientistStuart J. Russell, in his bookHuman Compatible, rejects creating one, calling it "so obviously a bad idea".[77]
In 1979,Hans Moravec described and endorsed mind uploading using a brain surgeon.[78] He used a similar description in 1988, calling it "transmigration".[79]
Ray Kurzweil, director of engineering atGoogle, has long predicted that people will be able to upload their brains to computers and become "digitally immortal" by 2045. For example, he made this claim in his 2013 speech at theGlobal Futures 2045 International Congress in New York, which claims to subscribe to a similar set of beliefs.[80] Mind uploading has also been advocated by a number of researchers inneuroscience andartificial intelligence, such as Marvin Minsky.[citation needed] In 1993, Joe Strout created a small website called the Mind Uploading Home Page, and began advocating the idea incryonics circles and elsewhere. That site has not been updated recently, but it has spawned other sites, including MindUploading.org, run byRandal A. Koene, who also moderates a mailing list on the topic. These advocates see mind uploading as a medical procedure that could save countless lives.
Many transhumanists look forward to the development and deployment of mind-uploading technology, with transhumanists such asNick Bostrom predicting that it will become possible within the 21st century due to technological trends such as Moore's law.[6]
Michio Kaku, in collaboration withScience, hosted the documentarySci Fi Science: Physics of the Impossible, based on his bookPhysics of the Impossible. Episode four, "How to Teleport", mentions that mind uploading via techniques such asquantum entanglement and whole-brain emulation using an advancedMRI machine may enable people to be transported vast distances at near light-speed.
Gregory S. Paul's and Earl D. Cox's bookBeyond Humanity: CyberEvolution and Future Minds is about the eventual (and, to the authors, almost inevitable) evolution of computers intosentient beings, but also deals with human mind transfer.Richard Doyle'sWetwares: Experiments in PostVital Living deals extensively with uploading from the perspective of distributed embodiment, arguing for example that humans are part of the "artificial life phenotype". Doyle's vision reverses the polarity on uploading, with artificial life forms such as uploads actively seeking out biological embodiment as part of their reproductive strategy.
Mind uploading—transferring one's personality to a computer—appears in several works ofscience fiction.[81] It is distinct from transferring a consciousness from one human body to another.[82][83] It is sometimes applied to a single person and sometimes to an entire society.[84] Recurring themes in these stories include whether the computerized mind is trulyconscious, and if so, whetheridentity is preserved.[85] It is a common feature of thecyberpunk subgenre,[86] sometimes taking the form ofdigital immortality.[83][87]
The basic idea is to take a particular brain, scan its structure in detail, and construct a software model of it that is so faithful to the original that, when run on appropriate hardware, it will behave in essentially the same way as the original brain.
Once this replica is built, we will be able to do experiments that normally take us years or are prohibitively expensive or too difficult to perform. This will greatly accelerate the pace of research.
Cyberpunk writers and their successors have also frequently imagined the uploading of human minds into computers, thus creating a special sort of artificial intelligence that can free individuals of the limitations of biological bodies, a notion that would be notably extended in the work of Greg Egan.
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