He then transferred to the University of Munich to study biology. Some singularity proponents argue its inevitability through extrapolation of past trends, especially those pertaining to shortening gaps between improvements to technology. [citation needed] An AI rewriting its own source code could do so while contained in an AI box. 0 $ 24.00. Hobby (Learning and Mastering) Manage finance. cit.). The many speculated ways to augment human intelligence include bioengineering, genetic engineering, nootropic drugs, AI assistants, direct braincomputer interfaces and mind uploading. "New millennium AI and the convergence of history." Looking for some information on the power of Notion? It really is an obsession of mine as I think we live in the golden age of productivity apps. Kurzweil's publicity campaign included an appearance on The Daily Show with Jon Stewart. Unfortunately, as Gastil (1994) notes, Lewin and his colleagues never developed their definition beyond this rough sketch. It is a type of action-research, a comparative research on the conditions and effects of various forms of social action, and research leading to social action. Task interdependence. Thus the first ultraintelligent machine is the last invention that man need ever make, provided that the machine is docile enough to tell us how to keep it under control. [76][77] It is unclear whether an intelligence explosion resulting in a singularity would be beneficial or harmful, or even an existential threat. "[103], In his 2005 book, The Singularity Is Near, Kurzweil suggests that medical advances would allow people to protect their bodies from the effects of aging, making the life expectancy limitless. The total amount of DNA contained in all of the cells on Earth is estimated to be about 5.31037 base pairs, equivalent to 1.3251037 bytes of information. PDF Expert is my go-to app for editing and marking up PDF documents. "An overview of models of technological singularity." Golem XIV was originally created to aid its builders in fighting wars, but as its intelligence advances to a much higher level than that of humans, it stops being interested in the military requirements because it finds them lacking internal logical consistency. In part, because it was seen by some as lacking substance. These included exploring the morale of the fighting troops, psychological warfare, and reorienting food consumption away from foods in short supply. Lewin concludes that the difference in behaviour in autocratic, democratic and laissez-faire situations is not, on the whole, a result of individual differences. This will copy the template into your Notion workspace.if(typeof ez_ad_units!='undefined'){ez_ad_units.push([[300,250],'theproductiveengineer_net-large-mobile-banner-2','ezslot_15',122,'0','0'])};__ez_fad_position('div-gpt-ad-theproductiveengineer_net-large-mobile-banner-2-0'); The template should now be copied into your Notion workspace. It was this experience that led to the establishment of the first National Training Laboratory in Group Development (held at Gould Academy in Bethel, Maine in the summer of 1947). He predicts paradigm shifts will become increasingly common, leading to "technological change so rapid and profound it represents a rupture in the fabric of human history". Most importantly, add the Topics of the Reading to make some magic in Notion happen. [63] The growth of complexity eventually becomes self-limiting, and leads to a widespread "general systems collapse". who believe software is more important than hardware. More clearly than anyone else has he shown us in concrete, operational terms what it means to be a democratic leader, and to create democratic group structure. This means that a change in one member or subgroups impacts upon others. In this op-ed piece, Vinge seems to have been the first to use the term "singularity" in a way that was specifically tied to the creation of intelligent machines:[109][110]. Physica Scripta 90.1 (2014): 018001. Penguin Group, 2005. The skills to be achieved were intended to help an individual function in the role of change agent. The idea was incorporated into Feynman's 1959 essay There's Plenty of Room at the Bottom. Gold, M. 1535. Gordon W. Allport, in his introduction to Resolving Social Conflicts (Lewin 1948: xi) argues that there is striking kinship between the work of Kurt Lewin and that of John Dewey. This was taken directly from Kurt Lewins change theory. View the latest business news about the worlds top companies, and explore articles on global markets, finance, tech, and the innovations driving us forward. In 1983, Vernor Vinge greatly popularized Good's intelligence explosion in a number of writings, first addressing the topic in print in the January 1983 issue of Omni magazine. [56] An abundance of accumulated hardware that can be unleashed once the software figures out how to use it has been called "computing overhang. How to use the Product Management System template. Bugaj, Stephan Vladimir, and Ben Goertzel. Snagit is simple, powerful software to capture images and record videos of your computer screen. Retrieved: insert date], Last Updated on July 20, 2020 by infed.org, John Scott Lidgett and Bermondsey Settlement, new: Ruth Kotinsky on education and lifelong learning, http://www.solonline.org/res/wp/10006.html, http://www.sonoma.edu/psychology/os2db/history3.html, Kurt Lewin timeline and brief biography, https://infed.org/mobi/kurt-lewin-groups-experiential-learning-and-action-research/. Good's proposed discontinuous upswing in intelligence and Vinge's thesis on unpredictability.[22]. [10][11], Although technological progress has been accelerating in most areas, it has been limited by the basic intelligence of the human brain, which has not, according to Paul R. Ehrlich, changed significantly for millennia. The interdependence of fate. According to Eliezer Yudkowsky, a significant problem in AI safety is that unfriendly artificial intelligence is likely to be much easier to create than friendly AI. The term "technological singularity" reflects the idea that such change may happen suddenly, and that it is difficult to predict how the resulting new world would operate. Ray Kurzweil postulates a law of accelerating returns in which the speed of technological change (and more generally, all evolutionary processes[40]) increases exponentially, generalizing Moore's law in the same manner as Moravec's proposal, and also including material technology (especially as applied to nanotechnology), medical technology and others. Schmidhuber, Jrgen. [20], Some writers use "the singularity" in a broader way to refer to any radical changes in our society brought about by new technologies such as molecular nanotechnology,[21][22][23] although Vinge and other writers specifically state that without superintelligence, such changes would not qualify as a true singularity. Superbrains born of silicon will change everything. And without freedom for research and theory as provided only in a democratic environment, social science will surely fail. The consent submitted will only be used for data processing originating from this website. Before buying a Notion template, you must understand what role it will play in your note-taking or project management. "[70] He goes on to assert: "The reason to believe in human agency over technological determinism is that you can then have an economy where people earn their own way and invent their own lives. We'll get to that in a moment. It could be argued that the position of Jews in 1939 constitutes a special case. Come and visit our site, already thousands of classified ads await you What are you waiting for? Penguin Group, 2005, harvnb error: no target: CITEREFDreyfusDreyfus2000 (, harvtxt error: no target: CITEREFHawking1998 (. (1994) A definition and illustration of democratic leadership Human Relations 47/8: 953-75. Frank S. Robinson predicts that once humans achieve a machine with the intelligence of a human, scientific and technological problems will be tackled and solved with brainpower far superior to that of humans. This entailed a collaboration with Ronald Lippitt, among others (Lewin et. Hibbs suggested that certain repair machines might one day be reduced in size to the point that it would, in theory, be possible to (as Feynman put it) "swallow the doctor". Next, we need to copy the link to our clipboard so that we can share the link with the people we want to be able to copy the template. CREATE A FOLLOWING Tribune Content Agency builds audience Our content engages millions of readers in 75 countries every day Around this time he became in involved in the socialist movement. Google's new director of engineering thinks so", "Collection of sources defining "singularity", "The Coming Technological Singularity: How to Survive in the Post-Human Era", Bulletin of the American Mathematical Society, "Top scientists call for caution over artificial intelligence", The Dominant Animal: Human Evolution and the Environment. Here's how it works: use the Really Smart Notes template within the Notes Database "[57], Some critics, like philosopher Hubert Dreyfus, assert that computers or machines cannot achieve human intelligence, while others, like physicist Stephen Hawking, hold that the definition of intelligence is irrelevant if the net result is the same.[58]. When I was recently working on tables in Google Docs, I spent a lot of time discovering the exact way to Hi! The basic cycle involves the following: This is how Lewin describes the initial cycle: The first step then is to examine the idea carefully in the light of the means available. "The need for collaboration, for organization, and for putting ideas into physical changes will ensure that all the old rules are not thrown out overnight or even within years. [citation needed]. I am always finding out how to do new things that make my work life a little easier and wanted a place to share what I have learned. [59], Martin Ford in The Lights in the Tunnel: Automation, Accelerating Technology and the Economy of the Future[60] postulates a "technology paradox" in that before the singularity could occur most routine jobs in the economy would be automated, since this would require a level of technology inferior to that of the singularity. I have spent a lot of time using various productivity apps (I may have a problem ?). If you structure a society on not emphasizing individual human agency, it's the same thing operationally as denying people clout, dignity, and self-determination to embrace [the idea of the Singularity] would be a celebration of bad data and bad politics. A superintelligence, hyperintelligence, or superhuman intelligence is a hypothetical agent that possesses intelligence far surpassing that of the brightest and most gifted human minds. Topics are one of the coolest features of this Academic Writing for Notion Template. David Chalmers John Locke Lecture, 10 May, Exam Schools, Oxford, Ray Kurzweil, The Singularity Is Near, p. 9. These are two of Notions most powerful features, and learning how to use them can save you from repeating the same tasks over and over again. At the start of one of the early evening observers sessions, three of the participants asked to be present. Since the 1980s, the quantity of digital information stored has doubled about every 2.5 years, reaching about 5 zettabytes in 2014 (51021 bytes).[93]. That the particular dangers they faced in many countries make arguing a general case difficult. Evidence for this decline is that the rise in computer clock rates is slowing, even while Moore's prediction of exponentially increasing circuit density continues to hold. For more information on Income School, click the link below: Project 24 byIncome School Teaching You How to Create Passive Income from Blogs and YouTube, How To Bring Image To Front In Google Docs - Complete Tutorial. This would cause massive unemployment and plummeting consumer demand, which in turn would destroy the incentive to invest in the technologies that would be required to bring about the Singularity. But Berglas (2008) notes that computer speech recognition is approaching human capabilities, and that this capability seems to require 0.01% of the volume of the brain. Marrow, A. J. It's not an autonomous process. [32] The former is predicted by Moore's Law and the forecasted improvements in hardware,[33] and is comparatively similar to previous technological advances. Such an AI is referred to as Seed AI[14][15] because if an AI were created with engineering capabilities that matched or surpassed those of its human creators, it would have the potential to autonomously improve its own software and hardware to design an even more capable machine, which could repeat the process in turn. December 1, 2020 Examines the role leaders play in helping their employees find meaning and purpose in times of crisis, makes the clear business case for dynamic portfolio management, and offers advice for CEOs around three important, technology-fueled trends. Ullman, D. (2000) Kurt Lewin: His Impact on American Psychology, or Bridging the Gorge between Theory and Reality, http://www.sonoma.edu/psychology/os2db/history3.html. and Lindzey, G. (1978) Theories of Personality 3e, New York: John Wiley and Sons. 5. [42] On the other hand, it has been argued that the global acceleration pattern having the 21st century singularity as its parameter should be characterized as hyperbolic rather than exponential. Enclosed below is the link to the guide: Link to Beginners Guide to Using Notion With Screenshots. Anders Sandberg and Nick Bostrom", "Existential Risks: Analyzing Human Extinction Scenarios and Related Hazards", "Stephen Hawking: 'Transcendence looks at the implications of artificial intelligence - but are we taking AI seriously enough? [66], In a detailed empirical accounting, The Progress of Computing, William Nordhaus argued that, prior to 1940, computers followed the much slower growth of a traditional industrial economy, thus rejecting extrapolations of Moore's law to 19th-century computers. Good luck! There is also a vibrant Notion Reddit community that has a strong list of templates as well. In biological terms, there are 7.2billion humans on the planet, each having a genome of 6.2billion nucleotides. This tells Notion that you want to allow users to copy this page as a template into their Notion workspace. [87] Bill Hibbard (2014) harvtxt error: no target: CITEREFBill_Hibbard2014 (help) proposes an AI design that avoids several dangers including self-delusion,[88] unintended instrumental actions,[49][89] and corruption of the reward generator. (1969) The Practical Theorist. Im Jimmy and I spend a lot of my time in front of computers, phones and tablets trying to get my work done as efficiently as possible. Language Learning Notion Template. "[107], A paper by Mahendra Prasad, published in AI Magazine, asserts that the 18th-century mathematician Marquis de Condorcet was the first person to hypothesize and mathematically model an intelligence explosion and its effects on humanity.[108]. Kurt Lewin: groups, experiential learning and action research. However, the problem becomes clearer when he discusses the nature of democratic leadership at moments of transition. Here we will not enter into the detail of Kurt Lewins field theory (it is beyond our remit). [78][79] Because AI is a major factor in singularity risk, a number of organizations pursue a technical theory of aligning AI goal-systems with human values, including the Future of Humanity Institute, the Machine Intelligence Research Institute,[76] the Center for Human-Compatible Artificial Intelligence, and the Future of Life Institute. Click the Templates button to bring up the Notion Template Gallery.if(typeof ez_ad_units!='undefined'){ez_ad_units.push([[250,250],'theproductiveengineer_net-large-mobile-banner-1','ezslot_12',120,'0','0'])};__ez_fad_position('div-gpt-ad-theproductiveengineer_net-large-mobile-banner-1-0'); You should now see the Notion Template Gallery. [18][19] A number of futures studies scenarios combine these possibilities, suggesting that humans are likely to interface with computers, or upload their minds to computers, in a way that enables substantial intelligence amplification. Computer scientist and futurist Hans Moravec proposed in a 1998 book[39] that the exponential growth curve could be extended back through earlier computing technologies prior to the integrated circuit. Any normal group, and certainly any developed and organized one contains and should contain individuals of very different character. There are two logically independent, but mutually reinforcing, causes of intelligence improvements: increases in the speed of computation, and improvements to the algorithms used. There will be no distinction, post-Singularity, between human and machine". The consistent theme in all Kurt Lewins work, according to David A. Kolb (1984: 9) was his concern for the integration of theory and practice. New Directions in Action Research, London: Falmer Press. Notions new machine learning-powered feature makes it easier to get writing done by automatically starting for you. These implications can be positive or negative. Evolution has no inherent tendency to produce outcomes valued by humans, and there is little reason to expect an arbitrary optimisation process to promote an outcome desired by humankind, rather than inadvertently leading to an AI behaving in a way not intended by its creators. The latest Lifestyle | Daily Life news, tips, opinion and advice from The Sydney Morning Herald covering life and relationships, beauty, fashion, health & wellbeing Amsterdam: IOS, 2008", "Artificial General Intelligence: Now Is the Time", "Omohundro, Stephen M., "The Nature of Self-Improving Artificial Intelligence." 07 Jan. 2010", "Max More and Ray Kurzweil on the Singularity", "Concise Summary | Singularity Institute for Artificial Intelligence", "Bostrom, Nick, The Future of Human Evolution, Death and Anti-Death: Two Hundred Years After Kant, Fifty Years After Turing, ed. (2 reviews) Free. [5] Stanislaw Ulam reports a discussion with von Neumann "centered on the accelerating progress of technology and changes in the mode of human life, which gives the appearance of approaching some essential singularity in the history of the race beyond which human affairs, as we know them, could not continue". You can now edit it to your hearts content. "Links between entropy, complexity, and the technological singularity". Some intelligence technologies, like "seed AI",[14][15] may also have the potential to not just make themselves faster, but also more efficient, by modifying their source code. 384-393. His social commitments were also still strong and he was much in demand as a speaker on minority and inter-group relations. One of the legacies Kurt Lewin left us is the action research spiral and with it there is the danger that action research becomes little more than a procedure. The next step is composed of a circle of planning, executing, and reconnaissance or fact-finding for the purpose of evaluating the results of the second step and preparing the rational basis for planning the third step, and for perhaps modifying again the overall plan (ibid. (Brown (1989: 30). I highly recommend you check it out. You can now edit it inside your own workspace. [citation needed]. In our template gallery, youll find Notion templates for students, startups, freelancers, agencies, companies and more. Once we have satisfied ourselves that the collection of information is systematic and that any interpretations made have proper regard for satisfying truth claims, then much of the critique aimed at action research disappears. Submit. Interaction in Cooperative Groups. An unfriendly AI, on the other hand, can optimize for an arbitrary goal structure, which does not need to be invariant under self-modification. The approach was not without its critics in part because of what was perceived as its Gestalt base. This would represent a doubling of the amount of information stored in the biosphere across a total time period of just 150 years". Dewey, we might say, is the outstanding philosophical exponent of democracy, Lewin is its outstanding psychological exponent. Templates make Notion really fun and easy to get started. There would be no singularity."[38]. Bogdan, R. C. and Biklen, S. K. (1992) Qualitative Research for Education, Boston: Allyn and Bacon. Contrariwise, as the intelligences become more advanced, further advances will become more and more complicated, possibly outweighing the advantage of increased intelligence. Picture and diagram credits: Detail of plaque commemorating Kurt Lewin on the house where he was born. [25], Robin Hanson expressed skepticism of human intelligence augmentation, writing that once the "low-hanging fruit" of easy methods for increasing human intelligence have been exhausted, further improvements will become increasingly difficult. If the answer is yes, you should really PDF Expert! Webb, G. (1996) Becoming critical of action research for development in O. Zuber-Skerritt (ed.) [97][98], Ramez Naam argues against a hard takeoff. 8. Policies can assist in both subjective and objective decision making.Policies used in subjective decision-making usually To enable another Notion user to copy your template, do the following: Open up Notion. Notion Pages. It also proposed a simple design that was vulnerable to corruption of the reward generator. [41] His predictions differ from Vinge's in that he predicts a gradual ascent to the singularity, rather than Vinge's rapidly self-improving superhuman intelligence. [65] In a 2021 article, Modis pointed out that no milestones breaks in historical perspective comparable in importance to the Internet, DNA, the transistor, or nuclear energy had been observed in the previous twenty years while five of them would have been expected according to the exponential trend advocated by the proponents of the technological singularity. Duplicate the template. Copy a Notion template. OS organization - professional life. However, this has not led to a hard takeoff; rather, it has led to a soft takeoff in the form of Moore's law. Next step is to duplicate it. To begin it is important to recognize its roots in Gestalt theory. [53][54][55], Carl Shulman and Anders Sandberg suggest that algorithm improvements may be the limiting factor for a singularity; while hardware efficiency tends to improve at a steady pace, software innovations are more unpredictable and may be bottlenecked by serial, cumulative research. Oft-cited dangers include those commonly associated with molecular nanotechnology and genetic engineering. Action research did suffer a decline in favour during the 1960s because of its association with radical political activism (Stringer 1999: 9). [27]. Its a lesson that we still need to learn. The mechanism for a recursively self-improving set of algorithms differs from an increase in raw computation speed in two ways. Vinge did not actually use the phrase "technological singularity" in the Omni op-ed, but he did use this phrase in the short story collection. We would end up in the same place; we'd just get there a bit faster. However, Lewins insight does seem to be applicable to many different group settings. Feedback became a key ingredient of T-groups and was found to be most effective when it stemmed from here-and-now observations, when it followed the generating event as closely as possible, and when the recipient checked with other group members to establish its validity and reduce perceptual distortion (Yalom 1995: 489). Much to the chagrin of the staff, Lewin agreed to this unorthodox request. 0 $ 6.50. 135136. In the former case one persons success either directly facilitates others success of, in the strongest case, is actually necessary for those others to succeed also In negative interdependence known more usually as competition one persons success is anothers failure. Lippitt, R. (1949) Training in Community Relations, New York: Harper and Row. His website Notion VIP is the most frequently referenced independent resource for Notion users, and his Bulletproof method is the most widely employed framework and top-selling template. However, Lewin died of a heart attack in Newtonville, Mass. To instigate changes toward democracy a situation has to be created for a certain period where the leader is sufficiently in control to rule out influences he does not want and to manipulate the situation to a sufficient degree. the best thing about this template is that theres next to no learning curve. Youre gonna be writing a TON of research papers in college. [74], Dramatic changes in the rate of economic growth have occurred in the past because of technological advancement. If you are looking to create your own Notion templates, check out my guide to creating Notion templates at the link below: How to Create Custom Templates in Notion Step-by-Step with Screenshots and Video. Bostrom (2002) discusses human extinction scenarios, and lists superintelligence as a possible cause: When we create the first superintelligent entity, we might make a mistake and give it goals that lead it to annihilate humankind, assuming its enormous intellectual advantage gives it the power to do so. Click the Copy link button to copy the link to your clipboard. He was one of four children in a middle-class Jewish family (his father owned a small general store and a farm). [104] Kurzweil further buttresses his argument by discussing current bio-engineering advances. Also, some computer viruses can evade elimination and, according to scientists in attendance, could therefore be said to have reached a "cockroach" stage of machine intelligence. The University of Iowa remained Kurt Lewins base until 1944. We and our partners use cookies to Store and/or access information on a device.We and our partners use data for Personalised ads and content, ad and content measurement, audience insights and product development.An example of data being processed may be a unique identifier stored in a cookie. Google Docs accepts a wide range of input formats. Interdependence (of fate and task) also results in the group being a dynamic whole. The notion of a spiral may be a useful teaching device but it is all too easy to slip into using it as the template for practice (McTaggart 1996: 249). Research was woven into the event (as might be expected given Lewins concern for the generation of data and theory). Both agree that democracy must be learned anew in each generation, and that it is a far more difficult form of social structure to attain and to maintain than is autocracy. Is it up to the leader to manipulate the situation in this way or is there room for dialogue? We will soon create intelligences greater than our own. According to the most popular version of the singularity hypothesis, I.J. This Study Planner in Notion Template is designed to help you take better notes without wasting time. [35], Both for human and artificial intelligence, hardware improvements increase the rate of future hardware improvements. "[61], Theodore Modis[62] and Jonathan Huebner[63] argue that the rate of technological innovation has not only ceased to rise, but is actually now declining. Some Cons Of Wildflower Dashboard Notion Template: No Kanban board Template. Mller, V. C., & Bostrom, N. (2016). The concrete person in a concrete situation can represented mathematically. Similarly, the evolution of life was a massive departure and acceleration from the previous geological rates of change, and improved intelligence could cause change to be as different again. Vinge argues that science-fiction authors cannot write realistic post-singularity characters who surpass the human intellect, as the thoughts of such an intellect would be beyond the ability of humans to express. The approach, as presented, does take a fairly sequential form and it is open to a literal interpretation. Action research cycle (we believe to be in the public domain), Bibliographical reference: Smith, M. K. (2001). Kurt Lewins (1890-1947) work had a profound impact on social psychology and, more particularly for our purposes here, on our appreciation of experiential learning, group dynamics and action research. In 1965, Good wrote his essay postulating an "intelligence explosion" of recursive self-improvement of a machine intelligence. A preliminary note, Sociometry 1: 292-300. Community psychologists such as An early description of the idea was made in John W. Campbell's 1932 short story "The last evolution". Initially, these meetings were just for the staff, but some of the other participants also wanted to be involved. If youre working on a document containing text, images, and other How To Add More Rows To A Table In Google Docs - Complete Guide. If you would like to change your settings or withdraw consent at any time, the link to do so is in our privacy policy accessible from our home page. "Superintelligence" may also refer to the form or degree of intelligence possessed by such an agent. Here are couple of examples: This singularity, I believe, already haunts a number of science-fiction writers. This presentation of democratic of leadership in groups became deeply influential. Most functional, beautiful, and aesthetic Notion template for students. [https://infed.org/mobi/kurt-lewin-groups-experiential-learning-and-action-research/. We tell it to solve a mathematical problem, and it complies by turning all the matter in the solar system into a giant calculating device, in the process killing the person who asked the question. Volume 176, 2022-3, p. 121457. [24] For example, with a million-fold increase in the speed of information processing relative to that of humans, a subjective year would pass in 30 physical seconds. You will see a message indicating that Notion is duplicating the template to your workspace. Research that produces nothing but books will not suffice (Lewin 1946, reproduced in Lewin 1948: 202-3). Brown, R. (1988) Group Processes. Institute for Ethics and Emerging Technologies, Leverhulme Centre for the Future of Intelligence, Artificial intelligence as a global catastrophic risk, Controversies and dangers of artificial general intelligence, Superintelligence: Paths, Dangers, Strategies, Safety of high-energy particle collision experiments, Existential risk from artificial intelligence, Self-Indication Assumption Doomsday argument rebuttal, Self-referencing doomsday argument rebuttal, List of dates predicted for apocalyptic events, List of apocalyptic and post-apocalyptic fiction, https://en.wikipedia.org/w/index.php?title=Technological_singularity&oldid=1126430606, Short description is different from Wikidata, Articles with unsourced statements from July 2012, All articles with specifically marked weasel-worded phrases, Articles with specifically marked weasel-worded phrases from March 2017, Articles with unsourced statements from July 2017, Wikipedia articles that may have off-topic sections from October 2021, All articles that may have off-topic sections, Articles with unsourced statements from April 2018, Creative Commons Attribution-ShareAlike License 3.0, This page was last edited on 9 December 2022, at 08:20. In other words, if the groups task is such that members of the group are dependent on each other for achievement, then a powerful dynamic is created. OS organization - personal life. 1. These two elements combined together to provide the basis for Deutchs (1949) deeply influential exploration of the relationship of task to process (and his finding that groups under conditions of positive interdependence were generally more co-operative. [22][115] For example, Kurzweil extrapolates current technological trajectories past the arrival of self-improving AI or superhuman intelligence, which Yudkowsky argues represents a tension with both I. J.
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