Knowledge

Accelerating change

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1036: estimated that if we took all the knowledge that mankind had accumulated and transmitted by the year One CE as equal to one unit of information, it probably took about 1500 years (or until the sixteenth century) for that amount of knowledge to double. The next doubling of knowledge from two to four 'knowledge units' took only 250 years, until about 1750 CE. By 1900, one hundred and fifty years later, knowledge had doubled again to 8 units. The observed speed at which information doubled was getting faster and faster. In modern times, exponential knowledge progressions therefore change at an ever-increasing rate. Depending on the progression, this tends to lead toward explosive growth at some point. A simple exponential curve that represents this accelerating change phenomenon could be modeled by a 982:
endless continuation of this process. On the contrary, in many cases this means an early exit to the plateau of speed. The processes occurring in natural science allow us to suggest that the observed picture of accelerating scientific and technological progress, after some time (in physical processes, as a rule, is short) will be replaced by a slowdown and a complete stop. Despite the possible termination / attenuation of the acceleration of the progress of science and technology in the foreseeable future, progress itself, and as a result, social transformations, will not stop or even slow down - it will continue with the achieved (possibly huge) speed, which has become constant.
77: 951:, more complex life forms have been evolving exponentially faster, with shorter and shorter intervals between the emergence of radically new life forms, such as human beings, who have the capacity to engineer (i.e. intentionally design with efficiency) a new trait which replaces relatively blind evolutionary mechanisms of selection for efficiency. By extension, the rate of technical progress amongst humans has also been exponentially increasing: as we discover more effective ways to do things, we also discover more effective ways to learn, e.g. 869:
speed and cost-effectiveness, also increase exponentially. There's even exponential growth in the rate of exponential growth. Within a few decades, machine intelligence will surpass human intelligence, leading to the Singularity—technological change so rapid and profound it represents a rupture in the fabric of human history. The implications include the merger of biological and nonbiological intelligence, immortal software-based humans, and ultra-high levels of intelligence that expand outward in the universe at the speed of light.
963:, instruments of observation, tallying devices, mechanical calculators, computers; each of these major advances in our ability to account for information occurs increasingly close to the previous. Already within the past sixty years, life in the industrialized world has changed almost beyond recognition except for living memories from the first half of the 20th century. This pattern will culminate in unimaginable technological progress in the 21st century, leading to a singularity. Kurzweil elaborates on his views in his books 928: 766:
further along in its understanding of the relation of humans to the cosmos." He noted: "The waiting period between the mindsteps is getting shorter. One can't help noticing the acceleration." Hawkins' empirical 'mindstep equation' quantified this, and gave dates for (to him) future mindsteps. The date of the next mindstep (5; the series begins at 0) he cited as 2021, with two further, successively closer mindsteps in 2045 and 2051, until the limit of the series in 2053. His speculations ventured beyond the technological:
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modern world is the result of a web of interconnected events, each one consisting of a person or group acting for reasons of their own motivations (e.g., profit, curiosity, religious) with no concept of the final, modern result to which the actions of either them or their contemporaries would lead. The interplay of the results of these isolated events is what drives history and innovation, and is also the main focus of the series and its sequels.
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events and innovations increases. This increase in possible connections causes the process of innovation to not only continue, but to accelerate. Burke poses the question of what happens when this rate of innovation, or more importantly change itself, becomes too much for the average person to handle, and what this means for individual power, liberty, and privacy.
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configurations of Space, Time, Energy, and Matter (STEM efficiency and density, or STEM "compression"). At the physical limit, this developmental process of accelerating change leads to black hole density organizations, a conclusion also reached by studies of the ultimate physical limits of computation in the universe.
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Epoch, but a general and predictable developmental feature of the universe. The physical processes that generate an acceleration such as Moore's law are positive feedback loops giving rise to exponential or superexponential technological change. These dynamics lead to increasingly efficient and dense
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The mindsteps... appear to have certain things in common—a new and unfolding human perspective, related inventions in the area of memes and communications, and a long formulative waiting period before the next mindstep comes along. None of the mindsteps can be said to have been truly anticipated, and
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or world views. He identified five distinct mindsteps in human history, and the technology that accompanied these "new world views": the invention of imagery, writing, mathematics, printing, the telescope, rocket, radio, TV, computer... "Each one takes the collective mind closer to reality, one stage
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The second and third corollaries are explored most in the introductory and concluding episodes, and they represent the downside of an interconnected history. If history progresses because of the synergistic interaction of past events and innovations, then as history does progress, the number of these
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An analysis of the history of technology shows that technological change is exponential, contrary to the common-sense 'intuitive linear' view. So we won't experience 100 years of progress in the 21st century—it will be more like 20,000 years of progress (at today's rate). The 'returns,' such as chip
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proposed "The Law of Accelerating Returns", according to which the rate of change in a wide variety of evolutionary systems (including but not limited to the growth of technologies) tends to increase exponentially. He gave further focus to this issue in a 2001 essay entitled "The Law of Accelerating
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explores an "Alternative View of Change" (the subtitle of the series) that rejects the conventional linear and teleological view of historical progress. Burke contends that one cannot consider the development of any particular piece of the modern world in isolation. Rather, the entire gestalt of the
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pattern in the complexity of integrated semiconductor circuits. Moravec extends this to include technologies from long before the integrated circuit to future forms of technology. Moravec outlines a timeline and a scenario in which robots will evolve into a new series of artificial species, starting
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of the sphere of knowledge, which every year is taking in a larger percentage of people as time goes on." And later on, "It is the argument with which I began, that a mighty change having come about in fifty years, and our pace of development having immensely accelerated, our sons and grandsons are
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Burke also explores three corollaries to his initial thesis. The first is that, if history is driven by individuals who act only on what they know at the time, and not because of any idea as to where their actions will eventually lead, then predicting the future course of technological progress is
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leads to the idea that advanced intelligent life reconfigures itself into a black hole. Such advanced life forms would be interested in inner space, rather than outer space and interstellar expansion. They would thus in some way transcend reality, not be observable and it would be a solution to
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In the natural sciences, it is typical that processes characterized by exponential acceleration in their initial stages go into the saturation phase. This clearly makes it possible to realize that if an increase with acceleration is observed over a certain period of time, this does not mean an
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called the "transcension hypothesis". Another solution is that the black holes we observe could actually be interpreted as intelligent super-civilizations feeding on stars, or "stellivores". This dynamics of evolution and development is an invitation to study the universe itself as evolving,
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One conversation centered on the ever 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
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progress. Whenever a technology approaches some kind of a barrier, according to Kurzweil, a new technology will be invented to allow us to cross that barrier. He cites numerous past examples of this to substantiate his assertions. He predicts that such
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merely conjecture. Therefore, if we are astonished by the connections Burke is able to weave among past events, then we will be equally surprised to what the events of today eventually will lead, especially events we were not even aware of at the time.
798:(1986), set in a world of rapidly accelerating progress leading to the emergence of more and more sophisticated technologies separated by shorter and shorter time intervals, until a point beyond human comprehension is reached. His subsequent 859:
have and will continue to become increasingly common, leading to "technological change so rapid and profound it represents a rupture in the fabric of human history". He believes the Law of Accelerating Returns implies that a
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most were resisted at the early stages. In looking to the future we may equally be caught unawares. We may have to grapple with the presently inconceivable, with mind-stretching discoveries and concepts.
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Dramatic changes in the rate of economic growth have occurred in the past because of some technological advancement. Based on population growth, the economy doubled every 250,000 years from the
625:. In 1946, Fuller published a chart of the discoveries of the chemical elements over time to highlight the development of accelerating acceleration in human knowledge acquisition. 553: 1060:
and Jonathan Huebner have argued—each from different perspectives—that the rate of technological innovation has not only ceased to rise, but is actually now declining.
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in recent history, which may suggest faster and more profound change in the future and may or may not be accompanied by equally profound social and cultural change.
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noted, "But it is not merely in the number of facts or sorts of knowledge that progress lies: it is still more in the geometric ratio of sophistication, in the
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developing. If the universe is a kind of superorganism, it may possibly tend to reproduce, naturally or artificially, with intelligent life playing a role.
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Smart, J. M. (2009). "Evo Devo Universe? A Framework for Speculations on Cosmic Culture.". In S. J. Dick; Mark L. Lupisella (eds.).
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Crane, Louis (2010). "Possible Implications of the Quantum Theory of Gravity: An Introduction to the Meduso-Anthropic Principle".
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Town Planning Conference (1910 : London, England); Royal Institute of British Architects (8 July 2018).
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still use the term "Moore's law" to describe ideas like those put forth by Moravec, Kurzweil and others.
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popularized his ideas about exponentially accelerating technological change in the science fiction novel
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Forging Global Fordism: Nazi Germany, Soviet Russia, and the Contest over the Industrial Order
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Harrison, E. R. (1995). "The Natural Selection of Universes Containing Intelligent Life".
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to describe the trends of "doing more with less" in chemistry, health and other areas of
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Steffen, Will; Broadgate, Wendy; Deutsch, Lisa; Gaffney, Owen; Ludwig, Cornelia (2015).
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Nagy, BĂ©la; Farmer, J. Doyne; Trancik, Jessika E.; Gonzales, John Paul (October 2011).
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Returns". In it, Kurzweil, after Moravec, argued for extending Moore's Law to describe
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power unfathomable by mere humans. His already mentioned influential 1993 paper on the
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History & Mathematics: Historical Dynamics and Development of Complex Societies
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In a series of published articles from 1974 to 1979, and then in his 1988 book
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The Law of Accelerating Returns has in many ways altered public perception of
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will occur before the end of the 21st century, around 2045. The essay begins:
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The Beginning and the End: The Meaning of Life in a Cosmological Perspective
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passing through exponentially accelerating developmental stages ending in a
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10.1002/(sici)1099-0526(200001/02)5:3<34::aid-cplx7>3.0.co;2-8
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Perceived increase in the rate of technological change throughout history
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Gardner, J. N. (2000). "The Selfish Biocosm: complexity as cosmology".
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Mass use of inventions: Years until use by a quarter of US population
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If the Universe Is Teeming with Aliens ... Where Is Everybody?
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http://www.rwgrayprojects.com/synergetics/s04/figs/f1903.html
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An updated version of Moore's Law over 120 years (based on
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Cosmos and Culture: Cultural Evolution in a Cosmic Context
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Cosmos and Culture: Cultural Evolution in a Cosmic Context
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going to demand and get results that would stagger us."
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In 1910, during the town planning conference of London,
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Pages displaying short descriptions of redirect targets
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Pages displaying short descriptions of redirect targets
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The Singularity Is Near: When Humans Transcend Biology
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James Burke (Actor), Mick Jackson (Director) (1978).
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The Royal Mail Coach: Metaphor for a Changing World
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Long-Term Growth As A Sequence of Exponential Modes
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Lupisella (eds.). 1213: 1162:: CS1 maint: numeric names: authors list ( 1136: 884:Moore's Law expanded to other technologies. 64:Learn how and when to remove these messages 2565: 2388: 2374: 645: 632:wrote in reference to a conversation with 561: 547: 2395: 2258: 2203: 2185: 2074: 1946: 1749: 1665: 1609: 1535: 1444: 1381: 784:Vinge's exponentially accelerating change 241:Learn how and when to remove this message 223:Learn how and when to remove this message 121:Learn how and when to remove this message 2123: 1985: 1735: 1712: 1579: 1577: 995:search for extraterrestrial intelligence 934: 926: 774: 676:Robot: Mere Machine to Transcendent Mind 665:to make predictions about the future of 84:This article includes a list of general 2012: 1466: 1464: 1298: 1272: 1238: 761:, dramatic and irreversible changes to 14: 2585: 2421:Differential technological development 2328:, TechCast Article Series, Al Leedahl. 2254:Essay: The Law of Accelerating Returns 2156: 2117: 1897: 824:compactly summarizes the basic ideas. 2369: 2221:TechCast Article Series, Al Leedahl, 2179: 2062: 2047: 1932: 1830: 1651: 1583: 1574: 1470: 596: 2356:Secular Cycles and Millennial Trends 1805: 1780: 1461: 1219: 161:adding citations to reliable sources 132: 70: 29: 2510:Future-oriented technology analysis 1245:Journal of Evolution and Technology 931:Computer power grows exponentially. 24: 2302: 1187:Southern Illinois University Press 1095: â€“ 1970 book by Alvin Toffler 1006: 657:, computer scientist and futurist 90:it lacks sufficient corresponding 25: 2634: 2319: 1307:from the original on 16 June 2006 1281:from the original on 15 June 2006 707:Connections (British documentary) 45:This article has multiple issues. 2564: 891: 877: 263: 137: 75: 34: 2337:The Law of Accelerating Returns 2150: 2056: 2041: 2006: 1979: 1926: 1891: 1871: 1857:10.1016/j.actaastro.2016.06.038 1824: 1799: 1774: 1729: 1706: 1645: 1620:10.1016/j.actaastro.2011.11.006 1500: 1401: 1375: 1365:The Law of Accelerating Returns 1357: 148:needs additional citations for 53:or discuss these issues on the 18:The Law of Accelerating Returns 2126:"Economics Of The Singularity" 1528:10.1016/j.techfore.2011.07.006 1337: 1318: 1292: 1266: 1232: 1192: 1170: 753:(HarperCollins, August 1983), 13: 1: 2537:Technology in science fiction 2346:Is History Converging? Again? 2215: 1900:Classical and Quantum Gravity 1879:"Evo Devo Universe Community" 1345:The Age of Spiritual Machines 1301:"Robot Predictions Evolution" 1222:"Tribute to John von Neumann" 1051: 1032:, futurist and inventor  977:Limits of accelerating change 965:The Age of Spiritual Machines 955:, numbers, written language, 838:The Age of Spiritual Machines 2157:Fuller, Buckminster (1981). 1299:Moravec, Hans (April 2004). 1220:Ulam, Stanislaw (May 1958). 993:Applying this vision to the 7: 1331:Yesterday, Tomorrow and You 1273:Moravec, Hans (June 1993). 1063: 830:Law of Accelerating Returns 669:. Moore's law describes an 520:Science fiction prototyping 452:Reference class forecasting 10: 2639: 2542:Technology readiness level 2478:Technological unemployment 2186:Korotayev, Andrey (2018). 704: 2560: 2525:Technological singularity 2485:Technological convergence 2403: 2093:10.1007/978-3-319-05062-1 1957:10.1007/s10699-010-9182-y 1920:10.1088/0264-9381/9/1/016 1721:. 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(2005). 1584:Smart, J. M. (2012). 1471:Smart, J. M. (2009). 1199:R. Buckminster Fuller 1189:1963 pp. 276–79. 1177:R. Buckminster Fuller 1034:R. Buckminster Fuller 938: 930: 866: 778: 768: 674:around 2030–2040. In 638: 579:history of technology 410:Cross impact analysis 172:"Accelerating change" 2618:Technological change 2473:Technological change 2416:Collingridge dilemma 1204:Synergetics (Fuller) 1099:Logarithmic timeline 1017:Neolithic Revolution 850:of diverse forms of 805:A Fire Upon the Deep 795:Marooned in Realtime 694:predicted by Vinge. 617:introduced the word 591:technological change 157:improve this article 2530:Technology scouting 2505:Accelerating change 2350:Juergen Schmidhuber 2326:Accelerating Change 2223:Accelerating Change 2085:2013PhDT.........2V 2027:2000Cmplx...5c..34G 2000:1995QJRAS..36..193H 1912:1992CQGra...9..173S 1849:2016AcAau.128..251V 1760:2008JBIS...61..246C 1676:2000Natur.406.1047L 1660:(6799): 1047–1054. 1602:2012AcAau..78...55S 1429:2015AntRv...2...81S 1275:"The Age of Robots" 1085:Diminishing returns 583:accelerating change 535:Technology scouting 282:Accelerating change 2547:Technology roadmap 2260:Heylighen, Francis 2063:Vidal, C. (2014). 1831:Vidal, C. (2016). 1044: of the  945: 933: 848:exponential growth 788:The mathematician 781: 684:integrated circuit 680:robot intelligence 671:exponential growth 615:Buckminster Fuller 607:geometric widening 597:Early observations 525:Speculative design 405:Consensus forecast 400:Chain-linked model 362:Resource depletion 2580: 2579: 2296:978-1-135-97764-1 2286:978-0-415-77361-4 2102:978-3-319-05061-4 1837:Acta Astronautica 1817:978-3-319-13235-8 1792:978-3-319-13235-8 1590:Acta Astronautica 1114:Simulated reality 1038:doubling function 961:scientific method 835:In his 1999 book 810:superintelligence 755:Gerald S. Hawkins 711:In his TV series 688:superintelligence 571: 570: 457:Scenario planning 320:Space exploration 251: 250: 243: 233: 232: 225: 207: 131: 130: 123: 68: 16:(Redirected from 2630: 2568: 2567: 2515:Horizon scanning 2431:Ephemeralization 2390: 2383: 2376: 2367: 2366: 2308:Link, Stefan J. 2290: 2271:Modelski, George 2268: 2240:Andrey Korotayev 2210: 2209: 2207: 2183: 2177: 2176: 2164: 2154: 2148: 2143: 2142: 2141: 2132:, archived from 2121: 2115: 2114: 2078: 2060: 2054: 2053: 2045: 2039: 2038: 2010: 2004: 2003: 1983: 1977: 1976: 1950: 1930: 1924: 1923: 1895: 1889: 1888: 1886: 1885: 1875: 1869: 1868: 1828: 1822: 1821: 1803: 1797: 1796: 1778: 1772: 1771: 1753: 1733: 1727: 1726: 1720: 1710: 1704: 1703: 1684:10.1038/35023282 1669: 1667:quant-ph/9908043 1649: 1643: 1642: 1640: 1639: 1630:. Archived from 1613: 1581: 1572: 1571: 1569: 1568: 1562: 1556:. 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Index

The Law of Accelerating Returns
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Futures studies

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Accelerating change
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