Global catastrophic risk explained

Global catastrophic risk should not be confused with Global Catastrophic Risks (book).

A global catastrophic risk or a doomsday scenario is a hypothetical event that could damage human well-being on a global scale,[1] even endangering or destroying modern civilization.[2] An event that could cause human extinction or permanently and drastically curtail humanity's existence or potential is known as an "existential risk".[3]

In the 21st century, a number of academic and non-profit organizations have been established to research global catastrophic and existential risks, formulate potential mitigation measures and either advocate for or implement these measures.[4] [5]

Definition and classification

Defining global catastrophic risks

The term global catastrophic risk "lacks a sharp definition", and generally refers (loosely) to a risk that could inflict "serious damage to human well-being on a global scale".[6]

Humanity has suffered large catastrophes before. Some of these have caused serious damage but were only local in scope—e.g. the Black Death may have resulted in the deaths of a third of Europe's population,[7] 10% of the global population at the time.[8] Some were global, but were not as severe—e.g. the 1918 influenza pandemic killed an estimated 3–6% of the world's population.[9] Most global catastrophic risks would not be so intense as to kill the majority of life on earth, but even if one did, the ecosystem and humanity would eventually recover (in contrast to existential risks).

Similarly, in , Richard Posner singles out and groups together events that bring about "utter overthrow or ruin" on a global, rather than a "local or regional" scale. Posner highlights such events as worthy of special attention on cost–benefit grounds because they could directly or indirectly jeopardize the survival of the human race as a whole.[10]

Defining existential risks

Existential risks are defined as "risks that threaten the destruction of humanity's long-term potential."[11] The instantiation of an existential risk (an existential catastrophe) would either cause outright human extinction or irreversibly lock in a drastically inferior state of affairs.[12] Existential risks are a sub-class of global catastrophic risks, where the damage is not only global but also terminal and permanent, preventing recovery and thereby affecting both current and all future generations.

Non-extinction risks

While extinction is the most obvious way in which humanity's long-term potential could be destroyed, there are others, including unrecoverable collapse and unrecoverable dystopia.[13] A disaster severe enough to cause the permanent, irreversible collapse of human civilisation would constitute an existential catastrophe, even if it fell short of extinction. Similarly, if humanity fell under a totalitarian regime, and there were no chance of recovery then such a dystopia would also be an existential catastrophe.[14] Bryan Caplan writes that "perhaps an eternity of totalitarianism would be worse than extinction". (George Orwell's novel Nineteen Eighty-Four suggests[15] an example.[16]) A dystopian scenario shares the key features of extinction and unrecoverable collapse of civilization: before the catastrophe humanity faced a vast range of bright futures to choose from; after the catastrophe, humanity is locked forever in a terrible state.

Potential sources of risk

See main article: Global catastrophe scenarios. Potential global catastrophic risks are conventionally classified as anthropogenic or non-anthropogenic hazards. Examples of non-anthropogenic risks are an asteroid or comet impact event, a supervolcanic eruption, a natural pandemic, a lethal gamma-ray burst, a geomagnetic storm from a coronal mass ejection destroying electronic equipment, natural long-term climate change, hostile extraterrestrial life, or the Sun transforming into a red giant star and engulfing the Earth billions of years in the future.[17]

Anthropogenic risks are those caused by humans and include those related to technology, governance, and climate change. Technological risks include the creation of artificial intelligence misaligned with human goals, biotechnology, and nanotechnology. Insufficient or malign global governance creates risks in the social and political domain, such as global war and nuclear holocaust,[18] biological warfare and bioterrorism using genetically modified organisms, cyberwarfare and cyberterrorism destroying critical infrastructure like the electrical grid, or radiological warfare using weapons such as large cobalt bombs. Other global catastrophic risks include climate change, environmental degradation, extinction of species, famine as a result of non-equitable resource distribution, human overpopulation or underpopulation, crop failures, and non-sustainable agriculture.

Methodological challenges

Research into the nature and mitigation of global catastrophic risks and existential risks is subject to a unique set of challenges and, as a result, is not easily subjected to the usual standards of scientific rigour. For instance, it is neither feasible nor ethical to study these risks experimentally. Carl Sagan expressed this with regards to nuclear war: "Understanding the long-term consequences of nuclear war is not a problem amenable to experimental verification".[19] Moreover, many catastrophic risks change rapidly as technology advances and background conditions, such as geopolitical conditions, change. Another challenge is the general difficulty of accurately predicting the future over long timescales, especially for anthropogenic risks which depend on complex human political, economic and social systems. In addition to known and tangible risks, unforeseeable black swan extinction events may occur, presenting an additional methodological problem.[20]

Lack of historical precedent

Humanity has never suffered an existential catastrophe and if one were to occur, it would necessarily be unprecedented. Therefore, existential risks pose unique challenges to prediction, even more than other long-term events, because of observation selection effects.[21] Unlike with most events, the failure of a complete extinction event to occur in the past is not evidence against their likelihood in the future, because every world that has experienced such an extinction event has no observers, so regardless of their frequency, no civilization observes existential risks in its history. These anthropic issues may partly be avoided by looking at evidence that does not have such selection effects, such as asteroid impact craters on the Moon, or directly evaluating the likely impact of new technology.

To understand the dynamics of an unprecedented, unrecoverable global civilizational collapse (a type of existential risk), it may be instructive to study the various local civilizational collapses that have occurred throughout human history.[22] For instance, civilizations such as the Roman Empire have ended in a loss of centralized governance and a major civilization-wide loss of infrastructure and advanced technology. However, these examples demonstrate that societies appear to be fairly resilient to catastrophe; for example, Medieval Europe survived the Black Death without suffering anything resembling a civilization collapse despite losing 25 to 50 percent of its population.[23]

Incentives and coordination

There are economic reasons that can explain why so little effort is going into existential risk reduction. It is a global public good, so we should expect it to be undersupplied by markets. Even if a large nation invests in risk mitigation measures, that nation will enjoy only a small fraction of the benefit of doing so. Furthermore, existential risk reduction is an intergenerational global public good, since most of the benefits of existential risk reduction would be enjoyed by future generations, and though these future people would in theory perhaps be willing to pay substantial sums for existential risk reduction, no mechanism for such a transaction exists.

Cognitive biases

Numerous cognitive biases can influence people's judgment of the importance of existential risks, including scope insensitivity, hyperbolic discounting, availability heuristic, the conjunction fallacy, the affect heuristic, and the overconfidence effect.[24]

Scope insensitivity influences how bad people consider the extinction of the human race to be. For example, when people are motivated to donate money to altruistic causes, the quantity they are willing to give does not increase linearly with the magnitude of the issue: people are roughly as willing to prevent the deaths of 200,000 or 2,000 birds.[25] Similarly, people are often more concerned about threats to individuals than to larger groups.

Eliezer Yudkowsky theorizes that scope neglect plays a role in public perception of existential risks:[26]

Substantially larger numbers, such as 500 million deaths, and especially qualitatively different scenarios such as the extinction of the entire human species, seem to trigger a different mode of thinking... People who would never dream of hurting a child hear of existential risk, and say, "Well, maybe the human species doesn't really deserve to survive".

All past predictions of human extinction have proven to be false. To some, this makes future warnings seem less credible. Nick Bostrom argues that the absence of human extinction in the past is weak evidence that there will be no human extinction in the future, due to survivor bias and other anthropic effects.[27]

Sociobiologist E. O. Wilson argued that: "The reason for this myopic fog, evolutionary biologists contend, is that it was actually advantageous during all but the last few millennia of the two million years of existence of the genus Homo... A premium was placed on close attention to the near future and early reproduction, and little else. Disasters of a magnitude that occur only once every few centuries were forgotten or transmuted into myth."[28]

Proposed mitigation

Multi-layer defense

Defense in depth is a useful framework for categorizing risk mitigation measures into three layers of defense:[29]

  1. Prevention: Reducing the probability of a catastrophe occurring in the first place. Example: Measures to prevent outbreaks of new highly infectious diseases.
  2. Response: Preventing the scaling of a catastrophe to the global level. Example: Measures to prevent escalation of a small-scale nuclear exchange into an all-out nuclear war.
  3. Resilience: Increasing humanity's resilience (against extinction) when faced with global catastrophes. Example: Measures to increase food security during a nuclear winter.

Human extinction is most likely when all three defenses are weak, that is, "by risks we are unlikely to prevent, unlikely to successfully respond to, and unlikely to be resilient against".

The unprecedented nature of existential risks poses a special challenge in designing risk mitigation measures since humanity will not be able to learn from a track record of previous events.

Funding

Some researchers argue that both research and other initiatives relating to existential risk are underfunded. Nick Bostrom states that more research has been done on Star Trek, snowboarding, or dung beetles than on existential risks. Bostrom's comparisons have been criticized as "high-handed".[30] [31] As of 2020, the Biological Weapons Convention organization had an annual budget of US$1.4 million.[32]

Survival planning

Some scholars propose the establishment on Earth of one or more self-sufficient, remote, permanently occupied settlements specifically created for the purpose of surviving a global disaster. Economist Robin Hanson argues that a refuge permanently housing as few as 100 people would significantly improve the chances of human survival during a range of global catastrophes.[33]

Food storage has been proposed globally, but the monetary cost would be high. Furthermore, it would likely contribute to the current millions of deaths per year due to malnutrition.[34] In 2022, a team led by David Denkenberger modeled the cost-effectiveness of resilient foods to artificial general intelligence (AGI) safety and found "~98-99% confidence" for a higher marginal impact of work on resilient foods.[35] Some survivalists stock survival retreats with multiple-year food supplies.

The Svalbard Global Seed Vault is buried 400feet inside a mountain on an island in the Arctic. It is designed to hold 2.5 billion seeds from more than 100 countries as a precaution to preserve the world's crops. The surrounding rock is NaN°C (as of 2015) but the vault is kept at NaN°C by refrigerators powered by locally sourced coal.[36] [37]

More speculatively, if society continues to function and if the biosphere remains habitable, calorie needs for the present human population might in theory be met during an extended absence of sunlight, given sufficient advance planning. Conjectured solutions include growing mushrooms on the dead plant biomass left in the wake of the catastrophe, converting cellulose to sugar, or feeding natural gas to methane-digesting bacteria.[38] [39]

Global catastrophic risks and global governance

Insufficient global governance creates risks in the social and political domain, but the governance mechanisms develop more slowly than technological and social change. There are concerns from governments, the private sector, as well as the general public about the lack of governance mechanisms to efficiently deal with risks, negotiate and adjudicate between diverse and conflicting interests. This is further underlined by an understanding of the interconnectedness of global systemic risks.[40] In absence or anticipation of global governance, national governments can act individually to better understand, mitigate and prepare for global catastrophes.[41]

Climate emergency plans

In 2018, the Club of Rome called for greater climate change action and published its Climate Emergency Plan, which proposes ten action points to limit global average temperature increase to 1.5 degrees Celsius.[42] Further, in 2019, the Club published the more comprehensive Planetary Emergency Plan.[43]

There is evidence to suggest that collectively engaging with the emotional experiences that emerge during contemplating the vulnerability of the human species within the context of climate change allows for these experiences to be adaptive. When collective engaging with and processing emotional experiences is supportive, this can lead to growth in resilience, psychological flexibility, tolerance of emotional experiences, and community engagement.[44]

Space colonization

See main article: Space and survival. Space colonization is a proposed alternative to improve the odds of surviving an extinction scenario. Solutions of this scope may require megascale engineering.

Astrophysicist Stephen Hawking advocated colonizing other planets within the Solar System once technology progresses sufficiently, in order to improve the chance of human survival from planet-wide events such as global thermonuclear war.[45] [46]

Billionaire Elon Musk writes that humanity must become a multiplanetary species in order to avoid extinction.[47] Musk is using his company SpaceX to develop technology he hopes will be used in the colonization of Mars.

Moving the Earth

See main article: article and Moving Earth. In a few billion years, the Sun will expand into a red giant, swallowing the Earth. This can be avoided by moving the Earth farther out from the Sun, keeping the temperature roughly constant. That can be accomplished by tweaking the orbits of comets and asteroids so they pass close to the Earth in such a way that they add energy to the Earth's orbit.[48] Since the Sun's expansion is slow, roughly one such encounter every 6,000 years would suffice.

Skeptics and opponents

Psychologist Steven Pinker has called existential risk a "useless category" that can distract from real threats such as climate change and nuclear war.

Organizations

The Bulletin of the Atomic Scientists (est. 1945) is one of the oldest global risk organizations, founded after the public became alarmed by the potential of atomic warfare in the aftermath of WWII. It studies risks associated with nuclear war and energy and famously maintains the Doomsday Clock established in 1947. The Foresight Institute (est. 1986) examines the risks of nanotechnology and its benefits. It was one of the earliest organizations to study the unintended consequences of otherwise harmless technology gone haywire at a global scale. It was founded by K. Eric Drexler who postulated "grey goo".[49] [50]

Beginning after 2000, a growing number of scientists, philosophers and tech billionaires created organizations devoted to studying global risks both inside and outside of academia.[51]

Independent non-governmental organizations (NGOs) include the Machine Intelligence Research Institute (est. 2000), which aims to reduce the risk of a catastrophe caused by artificial intelligence,[52] with donors including Peter Thiel and Jed McCaleb.[53] The Nuclear Threat Initiative (est. 2001) seeks to reduce global threats from nuclear, biological and chemical threats, and containment of damage after an event.[54] It maintains a nuclear material security index.[55] The Lifeboat Foundation (est. 2009) funds research into preventing a technological catastrophe.[56] Most of the research money funds projects at universities.[57] The Global Catastrophic Risk Institute (est. 2011) is a US-based non-profit, non-partisan think tank founded by Seth Baum and Tony Barrett. GCRI does research and policy work across various risks, including artificial intelligence, nuclear war, climate change, and asteroid impacts.[58] The Global Challenges Foundation (est. 2012), based in Stockholm and founded by Laszlo Szombatfalvy, releases a yearly report on the state of global risks.[59] [60] The Future of Life Institute (est. 2014) works to reduce extreme, large-scale risks from transformative technologies, as well as steer the development and use of these technologies to benefit all life, through grantmaking, policy advocacy in the United States, European Union and United Nations, and educational outreach.[61] Elon Musk, Vitalik Buterin and Jaan Tallinn are some of its biggest donors.[62] The Center on Long-Term Risk (est. 2016), formerly known as the Foundational Research Institute, is a British organization focused on reducing risks of astronomical suffering (s-risks) from emerging technologies.[63]

University-based organizations included the Future of Humanity Institute (est. 2005) which researched the questions of humanity's long-term future, particularly existential risk. It was founded by Nick Bostrom and was based at Oxford University. The Centre for the Study of Existential Risk (est. 2012) is a Cambridge University-based organization which studies four major technological risks: artificial intelligence, biotechnology, global warming and warfare. All are man-made risks, as Huw Price explained to the AFP news agency, "It seems a reasonable prediction that some time in this or the next century intelligence will escape from the constraints of biology". He added that when this happens "we're no longer the smartest things around," and will risk being at the mercy of "machines that are not malicious, but machines whose interests don't include us."[64] Stephen Hawking was an acting adviser. The Millennium Alliance for Humanity and the Biosphere is a Stanford University-based organization focusing on many issues related to global catastrophe by bringing together members of academia in the humanities.[65] [66] It was founded by Paul Ehrlich, among others.[67] Stanford University also has the Center for International Security and Cooperation focusing on political cooperation to reduce global catastrophic risk.[68] The Center for Security and Emerging Technology was established in January 2019 at Georgetown's Walsh School of Foreign Service and will focus on policy research of emerging technologies with an initial emphasis on artificial intelligence.[69] They received a grant of 55M USD from Good Ventures as suggested by Open Philanthropy.

Other risk assessment groups are based in or are part of governmental organizations. The World Health Organization (WHO) includes a division called the Global Alert and Response (GAR) which monitors and responds to global epidemic crisis.[70] GAR helps member states with training and coordination of response to epidemics.[71] The United States Agency for International Development (USAID) has its Emerging Pandemic Threats Program which aims to prevent and contain naturally generated pandemics at their source.[72] The Lawrence Livermore National Laboratory has a division called the Global Security Principal Directorate which researches on behalf of the government issues such as bio-security and counter-terrorism.[73]

See also

Further reading

External links

Notes and References

  1. Book: Bostrom, Nick . Global Catastrophic Risks . 2008 . Oxford University Press . 1 . Nick Bostrom.
  2. Ripple WJ, Wolf C, Newsome TM, Galetti M, Alamgir M, Crist E, Mahmoud MI, Laurance WF . November 13, 2017 . World Scientists' Warning to Humanity: A Second Notice . BioScience . 67 . 12 . 1026–1028 . 10.1093/biosci/bix125 . free. 11336/71342 . free .
  3. Bostrom . Nick . Nick Bostrom . March 2002 . Existential Risks: Analyzing Human Extinction Scenarios and Related Hazards . . 9.
  4. Web site: About FHI . August 12, 2021 . Future of Humanity Institute.
  5. Web site: About us . August 12, 2021 . Centre for the Study of Existential Risk.
  6. Book: Bostrom . Nick . Global Catastrophic Risks . Cirkovic . Milan . 2008 . Oxford University Press . 978-0-19-857050-9 . Oxford . 1.
  7. Book: Ziegler, Philip . The Black Death . 2012 . Faber and Faber . 9780571287116 . 397.
  8. Web site: Muehlhauser . Luke . March 15, 2017 . How big a deal was the Industrial Revolution? . August 3, 2020 . lukemuelhauser.com.
  9. Taubenberger . Jeffery . Morens . David . 2006 . 1918 Influenza: the Mother of All Pandemics . Emerging Infectious Diseases . 12 . 1 . 15–22 . 10.3201/eid1201.050979. 3291398 . 16494711.
  10. Book: Posner, Richard A. . Catastrophe: Risk and Response . 2006 . Oxford University Press . 978-0195306477 . Oxford. Introduction, "What is Catastrophe?"
  11. Book: Ord, Toby . . 2020 . Hachette . 9780316484916 . New York . This is an equivalent, though crisper statement of Nick Bostrom's definition: "An existential risk is one that threatens the premature extinction of Earth-originating intelligent life or the permanent and drastic destruction of its potential for desirable future development." Source: Bostrom, Nick (2013). "Existential Risk Prevention as Global Priority". Global Policy. 4:15-31..
  12. Bostrom . Nick . 2009 . Astronomical Waste: The opportunity cost of delayed technological development . Utilitas . 15 . 3 . 308–314 . 10.1.1.429.2849 . 10.1017/s0953820800004076 . 15860897.
  13. Book: Ord, Toby . The Precipice: Existential Risk and the Future of Humanity . 2020 . Hachette . 9780316484916 . New York.
  14. Bryan Caplan (2008). "The totalitarian threat". Global Catastrophic Risks, eds. Bostrom & Cirkovic (Oxford University Press): 504–519.
  15. News: Glover . Dennis . 2017-06-01 . Did George Orwell secretly rewrite the end of Nineteen Eighty-Four as he lay dying? . Winston's creator, George Orwell, believed that freedom would eventually defeat the truth-twisting totalitarianism portrayed in Nineteen Eighty-Four. . . 2021-11-21.
  16. Book: Orwell, George . Nineteen Eighty-Four. A novel . Secker & Warburg . 1949 . London . August 12, 2021 . May 4, 2012 . https://web.archive.org/web/20120504165426/http://catalogue.bl.uk/ . dead .
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  20. Jebari . Karim . 2014 . Existential Risks: Exploring a Robust Risk Reduction Strategy . Science and Engineering Ethics . 21 . 3 . 541–54 . 10.1007/s11948-014-9559-3 . 24891130 . August 26, 2018 . 30387504.
  21. Cirkovic . Milan M. . Milan M. Ćirković . Bostrom . Nick . Nick Bostrom . Sandberg . Anders . Anders Sandberg . 2010 . Anthropic Shadow: Observation Selection Effects and Human Extinction Risks . Risk Analysis . 30 . 10 . 1495–1506 . 10.1111/j.1539-6924.2010.01460.x . 20626690. 2010RiskA..30.1495C . 6485564 .
  22. Web site: Kemp . Luke . February 2019 . Are we on the road to civilization collapse? . August 12, 2021 . BBC.
  23. Book: Ord, Toby . The Precipice: Existential Risk and the Future of Humanity . 2020 . Hachette Books . 9780316484893 . Europe survived losing 25 to 50 percent of its population in the Black Death, while keeping civilization firmly intact . Toby Ord.
  24. Yudkowsky . Eliezer . 2008 . Cognitive Biases Potentially Affecting Judgment of Global Risks . Global Catastrophic Risks . 91–119 . 2008gcr..book...86Y.
  25. Desvousges, W.H., Johnson, F.R., Dunford, R.W., Boyle, K.J., Hudson, S.P., and Wilson, N. 1993, Measuring natural resource damages with contingent valuation: tests of validity and reliability. In Hausman, J.A. (ed), Contingent Valuation:A Critical Assessment, pp. 91–159 (Amsterdam: North Holland).
  26. Yudkowsky, Eliezer. "Cognitive biases potentially affecting judgment of global risks". Global catastrophic risks 1 (2008): 86. p.114
  27. Web site: March 6, 2012 . We're Underestimating the Risk of Human Extinction . July 1, 2016 . The Atlantic.
  28. Is Humanity Suicidal? The New York Times Magazine May 30, 1993)
  29. Cotton-Barratt . Owen . Daniel . Max . Sandberg . Anders . 2020 . Defence in Depth Against Human Extinction: Prevention, Response, Resilience, and Why They All Matter . Global Policy . 11 . 3 . 271–282 . 10.1111/1758-5899.12786 . 1758-5899 . 7228299 . 32427180.
  30. News: Kupferschmidt . Kai . January 11, 2018 . Could science destroy the world? These scholars want to save us from a modern-day Frankenstein . Science . AAAS . April 20, 2020.
  31. News: 2013 . Oxford Institute Forecasts The Possible Doom Of Humanity . Popular Science . April 20, 2020.
  32. Book: Toby Ord . The precipice: Existential risk and the future of humanity . 2020 . Hachette Books . 9780316484893 . The international body responsible for the continued prohibition of bioweapons (the Biological Weapons Convention) has an annual budget of $1.4 million - less than the average McDonald's restaurant . Toby Ord.
  33. Hanson, Robin. "Catastrophe, social collapse, and human extinction". Global catastrophic risks 1 (2008): 357.
  34. Book: Smil, Vaclav . The Earth's Biosphere: Evolution, Dynamics, and Change . . 2003 . 978-0-262-69298-4 . 25 . Vaclav Smil.
  35. Denkenberger . David C. . Sandberg . Anders . Tieman . Ross John . Pearce . Joshua M. . 2022 . Long term cost-effectiveness of resilient foods for global catastrophes compared to artificial general intelligence safety . International Journal of Disaster Risk Reduction . 73 . 102798 . 10.1016/j.ijdrr.2022.102798 . 2022IJDRR..7302798D .
  36. News: Lewis Smith . February 27, 2008 . Doomsday vault for world's seeds is opened under Arctic mountain . The Times Online . London . dead . https://web.archive.org/web/20080512083814/http://www.timesonline.co.uk/tol/news/environment/article3441435.ece . May 12, 2008.
  37. Web site: Suzanne Goldenberg . May 20, 2015 . The doomsday vault: the seeds that could save a post-apocalyptic world . June 30, 2017 . The Guardian.
  38. News: July 8, 2016 . Here's how the world could end—and what we can do about it . Science . AAAS . March 23, 2018.
  39. Denkenberger . David C. . Pearce . Joshua M. . September 2015 . Feeding everyone: Solving the food crisis in event of global catastrophes that kill crops or obscure the sun . Futures . 72 . 57–68 . 10.1016/j.futures.2014.11.008. 153917693 .
  40. Web site: Global Challenges Foundation Understanding Global Systemic Risk . dead . https://web.archive.org/web/20170816005747/https://globalchallenges.org/en/our-work/quarterly-reports/resetting-the-frame/understanding-global-systemic-risk . August 16, 2017 . August 15, 2017 . globalchallenges.org.
  41. Web site: Global Catastrophic Risk Policy . August 11, 2019 . gcrpolicy.com . August 11, 2019 . https://web.archive.org/web/20190811233004/https://www.gcrpolicy.com/ . dead .
  42. Web site: . 2018 . The Climate Emergency Plan . August 17, 2020.
  43. Web site: . 2019 . The Planetary Emergency Plan . August 17, 2020.
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  45. Web site: Malik . Tariq . April 13, 2013 . Stephen Hawking: Humanity Must Colonize Space to Survive . . July 1, 2016.
  46. News: Shukman . David . January 19, 2016 . Hawking: Humans at risk of lethal 'own goal' . BBC News . July 1, 2016.
  47. Web site: Elon Musk thinks life on earth will go extinct, and is putting most of his fortune toward colonizing Mars. Leah. Ginsberg. CNBC. June 16, 2017 .
  48. Korycansky . Donald G. . Gregory . Laughlin . Fred C. . Adams . Astronomical engineering: a strategy for modifying planetary orbits . Astrophysics and Space Science . 275 . 4 . 2001 . 349–366 . 10.1023/A:1002790227314 . astro-ph/0102126 . 2001Ap&SS.275..349K . 2027.42/41972 . 5550304 .
  49. Web site: Fred Hapgood . November 1986 . Nanotechnology: Molecular Machines that Mimic Life . June 5, 2015 . . July 27, 2013 . https://web.archive.org/web/20130727021409/http://metamodern.com/b/wp-content/uploads/docs/OMNI_TINYTECH.pdf . dead .
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  51. Web site: Sophie McBain . September 25, 2014 . Apocalypse soon: the scientists preparing for the end times . June 5, 2015 . New Statesman.
  52. Web site: Reducing Long-Term Catastrophic Risks from Artificial Intelligence . June 5, 2015 . . The Machine Intelligence Research Institute aims to reduce the risk of a catastrophe, should such an event eventually occur..
  53. Angela Chen . September 11, 2014 . Is Artificial Intelligence a Threat? . The Chronicle of Higher Education . June 5, 2015.
  54. Web site: Nuclear Threat Initiative . June 5, 2015 . Nuclear Threat Initiative.
  55. Web site: Alexander Sehmar . May 31, 2015 . Isis could obtain nuclear weapon from Pakistan, warns India . dead . https://web.archive.org/web/20150602203957/http://www.independent.co.uk/news/world/asia/india-warns-isis-could-obtain-nuclear-weapon-from-pakistan-10287276.html . June 2, 2015 . June 5, 2015 . The Independent.
  56. Web site: About the Lifeboat Foundation . April 26, 2013 . The Lifeboat Foundation.
  57. Web site: Ashlee . Vance . Ashlee Vance . July 20, 2010 . The Lifeboat Foundation: Battling Asteroids, Nanobots and A.I. . June 5, 2015 . New York Times.
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  63. Web site: About Us . May 17, 2020 . Center on Long-Term Risk . We currently focus on efforts to reduce the worst risks of astronomical suffering (s-risks) from emerging technologies, with a focus on transformative artificial intelligence..
  64. Web site: Hui . Sylvia . November 25, 2012 . Cambridge to study technology's risks to humans . dead . https://web.archive.org/web/20121201021050/http://bigstory.ap.org/article/cambridge-study-technologys-risk-humans . December 1, 2012 . January 30, 2012 . Associated Press.
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