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这种加速变化的现象可能不局限于人类世,也许这是宇宙普遍的、可预见的发展特征。<ref name="auto">{{Cite book| publisher = Government Printing Office, NASA SP-2009-4802| pages = 201–295| editor1 = S. J. Dick| editor2 = Mark L. Lupisella| last = Smart| first = J. M.| title = Cosmos and Culture: Cultural Evolution in a Cosmic Context| chapter = Evo Devo Universe? A Framework for Speculations on Cosmic Culture.| location = Washington D.C.| date = 2009| chapter-url = http://accelerating.org/downloads/SmartEvoDevoUniv2008.pdf| access-date = 2017-03-15| archive-date = 2017-01-24| archive-url = https://web.archive.org/web/20170124023933/http://accelerating.org/downloads/SmartEvoDevoUniv2008.pdf| url-status = dead}}</ref> 产生加速变化的物理过程,如摩尔定律,实质上是一个正反馈体系。<ref name=":3">{{Cite journal| doi = 10.1016/j.techfore.2011.07.006| issn = 0040-1625| volume = 78| issue = 8| pages = 1356–1364| last1 = Nagy| first1 = Béla| last2 = Farmer| first2 = J. Doyne| last3 = Trancik| first3 = Jessika E.| last4 = Gonzales| first4 = John Paul| title = Superexponential Long-Term Trends in Information Technology| journal = Technological Forecasting and Social Change| access-date = 2013-07-09| date = October 2011| url = http://www.santafe.edu/media/workingpapers/10-11-030.pdf| hdl = 1721.1/105411| archive-url = https://web.archive.org/web/20140410202145/http://www.santafe.edu/media/workingpapers/10-11-030.pdf| archive-date = 2014-04-10| url-status = dead| hdl-access = free}}</ref> 这样的动力机制导致了日益高效和密集的对空间、时间、能量和物质(STEM 效率和密度,STEM“压缩”)的配置。<ref name="auto1">{{Cite journal| doi = 10.1016/j.actaastro.2011.11.006| issn = 0094-5765| volume = 78| pages = 55–68| last = Smart| first = J. M.| title = The Transcension Hypothesis: Sufficiently advanced civilizations invariably leave our universe, and implications for METI and SETI| journal = Acta Astronautica| url = http://accelerating.org/articles/transcensionhypothesis.html| bibcode = 2012AcAau..78...55S| year = 2012| citeseerx = 10.1.1.695.2737| access-date = 2014-01-04| archive-url = https://web.archive.org/web/20130922181839/http://accelerating.org/articles/transcensionhypothesis.html| archive-date = 2013-09-22| url-status = dead}}</ref> 在物理世界,这种加速变化的发展过程最终会导致黑洞密度的组织。研究宇宙中物理计算的极限的研究者也得出了同样的结论。<ref name=":4">{{Cite journal| volume = 406| issue = 6799| pages = 1047–1054| last = Lloyd| first = S.| title = Ultimate Physical Limits to Computation| journal = Nature| date = 2000| arxiv = quant-ph/9908043| bibcode = 2000Natur.406.1047L| doi = 10.1038/35023282| pmid = 10984064| s2cid = 75923}}</ref><ref name=":5">{{Cite book| publisher = Penguin Books| last = Kurzweil| first = R.| title = The Singularity Is Near: When Humans Transcend Biology| url = https://archive.org/details/singularityisnea00kurz_214| url-access = limited| date = 2005| page=[https://archive.org/details/singularityisnea00kurz_214/page/n361 362]}}</ref>
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这种加速变化的现象可能不局限于人类世,也许这是宇宙普遍的、可预见的发展特征。<ref name="auto">{{Cite book| publisher = Government Printing Office, NASA SP-2009-4802| pages = 201–295| editor1 = S. J. Dick| editor2 = Mark L. Lupisella| last = Smart| first = J. M.| title = Cosmos and Culture: Cultural Evolution in a Cosmic Context| chapter = Evo Devo Universe? A Framework for Speculations on Cosmic Culture.| location = Washington D.C.| date = 2009| chapter-url = http://accelerating.org/downloads/SmartEvoDevoUniv2008.pdf| access-date = 2017-03-15| archive-date = 2017-01-24| archive-url = https://web.archive.org/web/20170124023933/http://accelerating.org/downloads/SmartEvoDevoUniv2008.pdf| url-status = dead}}</ref> 产生加速变化的物理过程,如摩尔定律,实质上是一个正反馈体系。<ref name=":3">{{Cite journal| doi = 10.1016/j.techfore.2011.07.006| issn = 0040-1625| volume = 78| issue = 8| pages = 1356–1364| last1 = Nagy| first1 = Béla| last2 = Farmer| first2 = J. Doyne| last3 = Trancik| first3 = Jessika E.| last4 = Gonzales| first4 = John Paul| title = Superexponential Long-Term Trends in Information Technology| journal = Technological Forecasting and Social Change| access-date = 2013-07-09| date = October 2011| url = http://www.santafe.edu/media/workingpapers/10-11-030.pdf| hdl = 1721.1/105411| archive-url = https://web.archive.org/web/20140410202145/http://www.santafe.edu/media/workingpapers/10-11-030.pdf| archive-date = 2014-04-10| url-status = dead| hdl-access = free}}</ref> 这样的动力机制导致了日益高效和密集的对空间、时间、能量和物质(STEM 效率和密度,STEM“压缩”)的配置。<ref name="auto1">{{Cite journal| doi = 10.1016/j.actaastro.2011.11.006| issn = 0094-5765| volume = 78| pages = 55–68| last = Smart| first = J. M.| title = The Transcension Hypothesis: Sufficiently advanced civilizations invariably leave our universe, and implications for METI and SETI| journal = Acta Astronautica| url = http://accelerating.org/articles/transcensionhypothesis.html| bibcode = 2012AcAau..78...55S| year = 2012| citeseerx = 10.1.1.695.2737| access-date = 2014-01-04| archive-url = https://web.archive.org/web/20130922181839/http://accelerating.org/articles/transcensionhypothesis.html| archive-date = 2013-09-22| url-status = dead}}</ref> 在物理世界,这种加速变化的发展过程最终会导致黑洞密度的组织。研究宇宙中物理计算的极限的研究者也得出了同样的结论。<ref name=":4">{{Cite journal| volume = 406| issue = 6799| pages = 1047–1054| last = Lloyd| first = S.| title = Ultimate Physical Limits to Computation| journal = Nature| date = 2000| arxiv = quant-ph/9908043| bibcode = 2000Natur.406.1047L| doi = 10.1038/35023282| pmid = 10984064}}</ref><ref name=":5">{{Cite book| publisher = Penguin Books| last = Kurzweil| first = R.| title = The Singularity Is Near: When Humans Transcend Biology| url = https://archive.org/details/singularityisnea00kurz_214| url-access = limited| date = 2005| page=[https://archive.org/details/singularityisnea00kurz_214/page/n361 362]}}</ref>
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如果我们把这一推想运用到地外文明的搜索努力中,我们就会得到高级智能生命是以黑洞的形式存在的。这样的高级生命形态可能不会过多地关注星外空间和星际扩张,而会更加关注黑洞的内部空间。<ref name=":6">{{Cite journal| issn = 0007-084X| volume = 61| issue = 7| pages = 246–254| last = Ćirković| first = Milan M.| title = Against the Empire| journal = Journal of the British Interplanetary Society| date = 2008| arxiv = 0805.1821| bibcode = 2008JBIS...61..246C}}</ref> 因此,它们将在某种程度上超越我们所理解的现实,而隐匿于我们的观察范围之外。这个理论,被冠名为“超越假说”<ref>{{Cite book| publisher = Springer International Publishing| isbn = 978-3-319-13235-8 | last = Webb| first = Stephen| title = If the Universe Is Teeming with Aliens ... Where Is Everybody?| location = Cham| series = Science and Fiction| date = 2015| pages = 203–206}}</ref><ref name="auto" /><ref name="auto1" />,很好地解开了费米悖论。除了超越假说,另一个解决方案就是假设我们观察到的黑洞实际上可以理解为是一个吞食恒星的智能超文明,或“星食动物”<ref>{{Cite book| publisher = Springer International Publishing| isbn = 978-3-319-13235-8 | last = Webb| first = Stephen| title = If the Universe Is Teeming with Aliens ... Where Is Everybody?| location = Cham| series = Science and Fiction| date = 2015| pages = 196–200}}</ref><ref>{{Cite journal| doi = 10.1016/j.actaastro.2016.06.038| issn = 0094-5765| volume = 128| pages = 251–256| last = Vidal| first = C.| title = Stellivore extraterrestrials? Binary stars as living systems| journal = Acta Astronautica| date = 2016| bibcode = 2016AcAau.128..251V| url = https://zenodo.org/record/164853}}</ref>。这种演化发展动力学鼓励研究者将宇宙自身当做是一个不断演化和发展的超体生命<ref>{{cite web|url=http://www.evodevouniverse.com|title=Evo Devo Universe Community|access-date=2018-04-25}}</ref> 。如果宇宙是某种超体生命,它可能也会以自然方式<ref>{{Cite journal| volume = 9| issue = 1| pages = 173–191| last = Smolin| first = Lee| title = Did the universe evolve?| journal = Classical and Quantum Gravity| date = 1992| bibcode = 1992CQGra...9..173S| doi = 10.1088/0264-9381/9/1/016}}</ref>或借助人工进行繁殖,而生活于其间的智能生命不可或缺。<ref>{{Cite journal| doi = 10.1007/s10699-010-9182-y| issn = 1233-1821| volume = 15| issue = 4| pages = 369–373| last = Crane| first = Louis| title = Possible Implications of the Quantum Theory of Gravity: An Introduction to the Meduso-Anthropic Principle| journal = Foundations of Science| date = 2010| arxiv = hep-th/9402104| s2cid = 118422569}}</ref><ref>{{Cite journal| volume = 36| issue = 3| pages = 193–203| last = Harrison| first = E. R.| title = The Natural Selection of Universes Containing Intelligent Life| journal = Quarterly Journal of the Royal Astronomical Society| date = 1995| bibcode = 1995QJRAS..36..193H}}</ref><ref>{{Cite journal| volume = 5| issue = 3| pages = 34–45| last = Gardner| first = J. N.| title = The Selfish Biocosm: complexity as cosmology| journal = Complexity| date = 2000| doi=10.1002/(sici)1099-0526(200001/02)5:3<34::aid-cplx7>3.0.co;2-8| bibcode = 2000Cmplx...5c..34G}}</ref><ref>{{Cite book| publisher = Government Printing Office, NASA SP-2009-4802| pages = 201–295| editor1 = S. J. Dick |editor2= Mark L. Lupisella | last = Smart| first = J. M.| title = Cosmos and Culture: Cultural Evolution in a Cosmic Context| chapter = Evo Devo Universe? A Framework for Speculations on Cosmic Culture.| location = Washington D.C.| date = 2009}}</ref><ref>{{Cite book| publisher = Springer| isbn = 978-3-319-05061-4| last = Vidal| first = C.| title = The Beginning and the End: The Meaning of Life in a Cosmological Perspective| location = New York| date = 2014| arxiv = 1301.1648| bibcode = 2013PhDT.........2V| doi = 10.1007/978-3-319-05062-1| series = The Frontiers Collection| s2cid = 118419030| url = http://cds.cern.ch/record/1748203| type = Submitted manuscript}}</ref>
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如果我们把这一推想运用到地外文明的搜索努力中,我们就会得到高级智能生命是以黑洞的形式存在的。这样的高级生命形态可能不会过多地关注星外空间和星际扩张,而会更加关注黑洞的内部空间。<ref name=":6">{{Cite journal| issn = 0007-084X| volume = 61| issue = 7| pages = 246–254| last = Ćirković| first = Milan M.| title = Against the Empire| journal = Journal of the British Interplanetary Society| date = 2008| arxiv = 0805.1821| bibcode = 2008JBIS...61..246C}}</ref> 因此,它们将在某种程度上超越我们所理解的现实,而隐匿于我们的观察范围之外。这个理论,被冠名为“超越假说”<ref>{{Cite book| publisher = Springer International Publishing| isbn = 978-3-319-13235-8 | last = Webb| first = Stephen| title = If the Universe Is Teeming with Aliens ... Where Is Everybody?| location = Cham| series = Science and Fiction| date = 2015| pages = 203–206}}</ref><ref name="auto" /><ref name="auto1" />,很好地解开了费米悖论。除了超越假说,另一个解决方案就是假设我们观察到的黑洞实际上可以理解为是一个吞食恒星的智能超文明,或“星食动物”<ref>{{Cite book| publisher = Springer International Publishing| isbn = 978-3-319-13235-8 | last = Webb| first = Stephen| title = If the Universe Is Teeming with Aliens ... Where Is Everybody?| location = Cham| series = Science and Fiction| date = 2015| pages = 196–200}}</ref><ref>{{Cite journal| doi = 10.1016/j.actaastro.2016.06.038| issn = 0094-5765| volume = 128| pages = 251–256| last = Vidal| first = C.| title = Stellivore extraterrestrials? Binary stars as living systems| journal = Acta Astronautica| date = 2016| bibcode = 2016AcAau.128..251V| url = https://zenodo.org/record/164853}}</ref>。这种演化发展动力学鼓励研究者将宇宙自身当做是一个不断演化和发展的超体生命<ref>{{cite web|url=http://www.evodevouniverse.com|title=Evo Devo Universe Community|access-date=2018-04-25}}</ref> 。如果宇宙是某种超体生命,它可能也会以自然方式<ref>{{Cite journal| volume = 9| issue = 1| pages = 173–191| last = Smolin| first = Lee| title = Did the universe evolve?| journal = Classical and Quantum Gravity| date = 1992| bibcode = 1992CQGra...9..173S| doi = 10.1088/0264-9381/9/1/016}}</ref>或借助人工进行繁殖,而生活于其间的智能生命不可或缺。<ref>{{Cite journal| doi = 10.1007/s10699-010-9182-y| issn = 1233-1821| volume = 15| issue = 4| pages = 369–373| last = Crane| first = Louis| title = Possible Implications of the Quantum Theory of Gravity: An Introduction to the Meduso-Anthropic Principle| journal = Foundations of Science| date = 2010| arxiv = hep-th/9402104}}</ref><ref>{{Cite journal| volume = 36| issue = 3| pages = 193–203| last = Harrison| first = E. R.| title = The Natural Selection of Universes Containing Intelligent Life| journal = Quarterly Journal of the Royal Astronomical Society| date = 1995| bibcode = 1995QJRAS..36..193H}}</ref><ref>{{Cite journal| volume = 5| issue = 3| pages = 34–45| last = Gardner| first = J. N.| title = The Selfish Biocosm: complexity as cosmology| journal = Complexity| date = 2000| doi=10.1002/(sici)1099-0526(200001/02)5:3<34::aid-cplx7>3.0.co;2-8| bibcode = 2000Cmplx...5c..34G}}</ref><ref>{{Cite book| publisher = Government Printing Office, NASA SP-2009-4802| pages = 201–295| editor1 = S. J. Dick |editor2= Mark L. Lupisella | last = Smart| first = J. M.| title = Cosmos and Culture: Cultural Evolution in a Cosmic Context| chapter = Evo Devo Universe? A Framework for Speculations on Cosmic Culture.| location = Washington D.C.| date = 2009}}</ref><ref>{{Cite book| publisher = Springer| isbn = 978-3-319-05061-4| last = Vidal| first = C.| title = The Beginning and the End: The Meaning of Life in a Cosmological Perspective| location = New York| date = 2014| arxiv = 1301.1648| bibcode = 2013PhDT.........2V| doi = 10.1007/978-3-319-05062-1| series = The Frontiers Collection| url = http://cds.cern.ch/record/1748203| type = Submitted manuscript}}</ref>
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Kurzweil画了下面两张图来阐述加速回报定律的真义。
 
Kurzweil画了下面两张图来阐述加速回报定律的真义。
 
<gallery>
 
<gallery>
文件:PPTExponentialGrowthof Computing.jpeg|Computer power grows exponentially
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文件:PPTExponentialGrowthof Computing.jpeg|计算机能力呈指数增长
文件:Moore's Law over 120 Years.png|Exponential growth in [[supercomputer]] power
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文件:Moore's Law over 120 Years.png|[[超级计算机]]功率的指数增长
 
</gallery>
 
</gallery>
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==外部链接 External links==
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==外部链接==
 
* 加速变革 [https://web.archive.org/web/20110304064527/http://www.techcast.org/Upload/PDFs/633427424769769211_TCAlLeedahl-AcceleratingChange.pdf Accelerating Change], TechCast Article Series, Al Leedahl.
 
* 加速变革 [https://web.archive.org/web/20110304064527/http://www.techcast.org/Upload/PDFs/633427424769769211_TCAlLeedahl-AcceleratingChange.pdf Accelerating Change], TechCast Article Series, Al Leedahl.
 
* 库兹韦尔的官方网站 [http://www.kurzweilai.net/ Kurzweil's official site]
 
* 库兹韦尔的官方网站 [http://www.kurzweilai.net/ Kurzweil's official site]
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==编者推荐==
 
==编者推荐==
===集智课程===
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===集智文章推荐===
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*[https://swarma.org/?p=18631 奇点临近?Nature人类行为:文化演化不比生物更快]
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::人类文化与生物种群演化速度哪个更快?答案也许出乎意料:它们几乎是同速。2 月在 Nature Human Behaviour 发表的一篇论文揭示,文化和生物进化的过程和模式具有深度统一性。研究者通过使用时间序列分析法,得出大部分演化由某种稳定力或方向力在推动,并分别在一定程度上调节着不同性状的演化速率。通过文化选择,很多人工文化品的特征演变可以由“最优转移模型”来解释,而该模型又基于人类审美偏好中已知的种种心理偏差。
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*[https://swarma.org/?p=14637 芝加哥-50℃极寒、加州大火、北京无雪,气候异常可能是技术奇点的先兆!]
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::科技真的是把双刃剑,当我们开发通用人工智能的时候,很可能由于智能爆炸需要不断的从环境中吸取能量并排出负熵,从而导致环境的崩溃。奇点来临意味着什么,我给出的答案是,意味着超级人工智能的出现和环境的崩溃同时发生。问题的关键,在于科技创新、GDP、社会熵这几个变量与人口数量都遵循相同的规模法则。
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===课程推荐===
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*[https://campus.swarma.org/course/1389 奇点临近——从颠覆式创新到智能爆炸与环境破坏]
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::什么是技术奇点呢?各方看法不一。有人将奇点定义为技术指数爆炸的点,而古尔德的定义则更加深入人心。他认为奇点就是超越人类的人工智能诞生的时刻,因为在这一点上将会产生所谓的“智能爆炸”效应,即人工智能将可以持续地自我进化下去,而不需要人类的干涉。有意思的是,这里面也包含着一个自指的问题,即超级人工智能一旦出现,则按照定义,它必然具备能够创造和自己一样甚至超越自己智能水平的超级人工智能。所以,超级人工智能就是一个临界点,超越它之后,超级人工智能将持续创造出更加智能的机器,这一过程会不断加速永不停息,这就是智能爆炸的含义。为什么这个概念如此重要,我们的世界又遇到了什么问题,这背后有怎样的原因?就在张江老师的2018 年的跨年演讲中。
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===视频推荐===
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*[https://www.bilibili.com/video/BV1e4411B77U?from=search&seid=11714956053165550675&spm_id_from=333.337.0.0 技术奇点2029 - AI]
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