The making of a publication for the 2020 edition of the AMRO festival organised by Servus. (Alice & Manetta are working on this.)
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4 years ago
Title: Re-Centralization of AI focusing on Social Justice
Author: Adnan Hadzi, Denis Roio
<p id="colophon_title">Colophon</p>
<div class="colophon">
<p>A Nourishing Network is a peer-to-peer publishing experiment starting from the feed as a potentially multi-directional circulation device.</p>
<p>A Nourishing Network is initiated by servus.at (Davide Bevilacqua) in collaboration with varia.zone (Alice Strete & Manetta Berends) and is published in the context of AMRO 2020 (Arts Meets Radical Openness). </p>
<p> Editing: Davide Bevilacqua <br> Design and development: Manetta Berends, Alice Strete <br> Paper: xxxx <br> Typeface: Gnu Unifont, White Rabbit, Ansi Shadow <br> Print and production: Varia <br> This project is produced with Free Software tools. The feeds are made with Pelican & Weasyprint.
</p>
4 years ago
<p> Davide is an artist and curator working is the blurry area between media and contemporary art. </p><p> Manetta Berends is a designer working with forms of networked publishing, situated software and collective infrastructures. </p> <p>Alice Strete is an artist and researcher interested in the intricate relationship between humans and the technologies they surround themselves with. </p> <p>Many thanks to our partners, collaborators, authors and the AMRO community. </p>
<p> Published under the CC-BY-SA 4.0 license.</p>
</p></div>
<div class="first-page">
<div id="title_edition"> A Nourishing Network - December 2020</div>
<div id="title">Re-Centralization of AI focusing on Social Justice</div>
<div id="author"> by Adnan Hadzi, Dennis Roio</div>
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<header id="pageheader-issue">A Nourishing Network</header>
<header id="pageheader-theme">Re-Centralization of AI <br> focusing on Social Justice</header>
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n order to lay the foundations for a discussion around
4 years ago
the argument that the adoption of artificial
intelligence (AI) technologies benefits the powerful
few,^[^1]^ focusing on their own existential concerns,^[^2]^ we
4 years ago
decided to narrow down our analysis of the argument
to social justice (i.e. restorative justice). This paper
4 years ago
signifies an edited version of Adnan Hadzi’s text on
Social Justice and Artificial Intelligence,^[^3]^ exploring the
notion of humanised artificial intelligence^[^4]^ in order to
4 years ago
discuss potential challenges society might face in the
future. The paper does not discuss current forms and
applications of artificial intelligence, as, so far, there
is no AI technology, which is self-conscious and self-
aware, being able to deal with emotional and social
intelligence.^[^5]^ It is a discussion around AI as a speculative
4 years ago
hypothetical entity. One could then ask, if such a speculative
self-conscious hardware/software system were created, at what
point could one talk of personhood? And what criteria could
there be in order to say an AI system was capable of
committing AI crimes?</p>
<p>
4 years ago
Concerning what constitutes AI crimes the paper uses the
criteria given in Thomas King et al.’s paper Artificial
Intelligence Crime: An Interdisciplinary Analysis of Foreseeable
Threats and Solutions,^[^6]^ where King et al. coin the term “AI
4 years ago
crime”. We discuss the construction of the legal system through
the lens of political involvement of what one may want to
consider to be ‘powerful elites’^[^7]^. In doing so we will be
4 years ago
demonstrating that it is difficult to prove that the adoption of AI
technologies is undertaken in a way, which mainly serves a
powerful class in society. Nevertheless, analysing the culture
around AI technologies with regard to the nature of law with a
philosophical and sociological focus enables us to demonstrate
a utilitarian and authoritarian trend in the adoption of AI
technologies. Mason argues that “virtue ethics is the only
ethics fit for the task of imposing collective human control on
thinking machines”^[^8]^ and AI. We will apply virtue ethics to our
discourse around artificial intelligence and ethics. </p>
<p>
4 years ago
As expert in AI safety Steve Omonhundro believes that AI is
“likely to behave in antisocial and harmful ways unless they are
very carefully designed.”^[^9]^ It is through virtue ethics that this
4 years ago
paper will propose for such a design to be centred around
restorative justice in order to take control over AI and thinking
machines, following Mason’s radical defense of the human and
4 years ago
his critique of current thoughts within trans- and post-
humanism as a submission to machine logic.</p>
<p>
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The paper will conclude by proposing an alternative
practically unattainable, approach to the current legal system
by looking into restorative justice for AI crimes,^[^10]^ and how the
4 years ago
ethics of care could be applied to AI technologies. In conclusion
the paper will discuss affect^[^11]^ and humanised artificial
4 years ago
intelligence with regards to the emotion of shame, when
dealing with AI crimes. In this paper we will aim at re-centralizing AI ethics through social justice, with focus on restorative justice, allowing for an advanced jurisprudence, where human and machine can work in symbiosis on reaching virtue ethics, rather than being in conflict with each other.</p>
<p>
4 years ago
In order to discuss AI in relation to personhood this paper
follows the descriptive psychology method^[^12]^ of the paradigm
case formulation^[^13]^ developed by Peter Ossorio.^[^14]^ Similar to how
4 years ago
some animal rights activists call for certain animals to be
recognised as non-human persons,^[^15]^ this paper speculates on
4 years ago
the notion of AI as a non-human person being able to reflect on
ethical concerns.^[^16]^ Here Wynn Schwartz argues that “it is
4 years ago
reasonable to include non-humans as persons and to have
legitimate grounds for disagreeing where the line is properly
drawn. In good faith, competent judges using this formulation
can clearly point to where and why they agree or disagree on
what is to be included in the category of persons.”^[^17]^
4 years ago
In the case of AI technologies we ask whether the current
vision for the adoption of AI technologies, a vision which is
mainly supporting the military-industrial complex through vast
investments in army AI,^[^18]^ is a vision that benefits mainly
powerful elites. </p>
<p>In order to discuss these questions, one has to
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analyse the history of AI technologies leading to the kind of
‘humanised’ AI system this paper posits. The old-fashioned
approach,^[^19]^ some may still say contemporary approach, was to
primarily research into ‘mind-only’^[^20]^ AI technologies/systems.
4 years ago
Through high level reasoning, researchers were optimistic that
AI technology would quickly become a reality.</p>
4 years ago
Those early AI technologies were a disembodied approach
using high level logical and abstract symbols. By the end of the
80s researchers found that the disembodied approach was not
even achieving low level tasks humans could easily perform.^[^21]^
4 years ago
During that period many researchers stopped working on AI
technologies and systems, and the period is often referred to as
the “AI winter”.^[^22]^ Rodney Brooks then came forward with the proposition of
“Nouvelle AI”,^[^23]^ arguing that the old-fashioned approach did
4 years ago
not take into consideration motor skills and neural networks.
Only by the end of the 90s did researchers develop statistical
AI systems without the need for any high-level logical
reasoning;^[^24]^ instead AI systems were ‘guessing’ through
4 years ago
algorithms and machine learning. This signalled a first step
towards humanistic artificial intelligence, as this resembles
how humans make intuitive decisions;^[^25]^ here researchers
suggest that embodiment improves cognition.^[^26]^
4 years ago
With embodiment theory Brooks argued that AI systems
would operate best when computing only the data that was
absolutely necessary.^[^27]^ Further in Developing Embodied
4 years ago
Multisensory Dialogue Agents Michal Paradowski argues that
without considering embodiment, e.g. the physics of the brain,
it is not possible to create AI technologies/systems capable of
comprehension. </p>
<p>
4 years ago
Foucault’s theories are especially helpful in discussing how
the “rule of truth” has disciplined civilisation, allowing for an
adoption of AI technologies which seem to benefit mainly the
upper-class. But then should we think of a notion of ‘deep-truth’
as the unwieldy product of deep learning AI algorithms?
Discussions around truth, Foucault states, form legislation into
something that “decides, transmits and itself extends upon the
effects of power”^[^28]^. Foucault’s theories help to explain how
4 years ago
legislation, as an institution, is rolled out throughout society
with very little resistance, or “proletarian counter-justice”^[^29]^.
4 years ago
Foucault explains that this has made the justice system and
legislation a for-profit system. With this understanding of
legislation, and social justice, one does need to reflect further
on Foucault’s notion of how disciplinary power seeks to express
its distributed nature in the modern state. Namely one has to
analyse the distributed nature of those AI technologies,
especially through networks and protocols, so that the link can
now be made to AI technologies becoming ‘legally’ more
profitable, in the hands of the upper-class.</p>
<p>
4 years ago
In Protocol, Alexander Galloway describes how these
protocols changed the notion of power and how “control exists
after decentralization”^[^30]^. Galloway argues that protocol has a
4 years ago
close connection to both Deleuze’s concept of control and
Foucault’s concept of biopolitics^[^31]^ by claiming that the key to
4 years ago
perceiving protocol as power is to acknowledge that “protocol
is an affective, aesthetic force that has control over life itself.”^[^32]^
4 years ago
Galloway suggests that it is important to discuss more than the
technologies, and to look into the structures of control within
technological systems, which also include underlying codes and
protocols, in order to distinguish between methods that can
support collective production, e.g. sharing of AI technologies
within society, and those that put the AI technologies in the
hands of the powerful few.^[^33]^ Galloway’s argument in the
4 years ago
chapter Hacking is that the existence of protocols “not only
installs control into a terrain that on its surface appears
actively to resist it”^[^34]^, but goes on to create the highly
4 years ago
controlled network environment. For Galloway hacking is “an
index of protocological transformations taking place in the
broader world of techno-culture.”^[^35]^ </p>
<p>
4 years ago
Having said this, the prospect could be raised that
restorative justice might offer “a solution that could deliver
more meaningful justice”^[^36]^. With respect to AI technologies,
4 years ago
and the potential inherent in them for AI crimes, instead of
following a retributive legislative approach, an ethical
discourse,^[^37]^ with a deeper consideration for the sufferers of AI
crimes should be adopted.^[^38]^ We ask: could restorative justice
4 years ago
offer an alternative way of dealing with the occurrence of AI
crimes?^[^39]^ </p>
<p>
4 years ago
Dale Millar and Neil Vidmar described two psychological
perceptions of justice.^[^40]^ One is behavioural control, following
4 years ago
the legal code as strictly as possible, punishing any
wrongdoer,^[^41]^ and second the restorative justice system, which
4 years ago
focuses on restoration where harm was done. Thus an
alternative approach for the ethical implementation of AI
technologies, with respect to legislation, might be to follow
restorative justice principles. Restorative justice would allow
for AI technologies to learn how to care about ethics.^[^42]^ Julia
4 years ago
Fionda describes restorative justice as a conciliation between
victim and offender, during which the offence is deliberated
upon.^[^43]^ Both parties try to come to an agreement on how to
4 years ago
achieve restoration for the damage done, to the situation
before the crime (here an AI crime) happened. Restorative
justice advocates compassion for the victim and offender, and a
consciousness on the part of the offenders as to the
repercussion of their crimes. The victims of AI crimes would
not only be placed in front of a court, but also be offered
engagement in the process of seeking justice and restoration.^[^44]^ </p>
<p>
4 years ago
Restorative justice might support victims of AI crimes better
than the punitive legal system, as it allows for the sufferers of
AI crimes to be heard in a personalised way, which could be
adopted to the needs of the victims (and offenders). As victims
and offenders represent themselves in restorative conferencing
sessions, these become much more affordable,^[^45]^ meaning that the barrier to seeking justice due to the financial costs would
4 years ago
be partly eliminated, allowing for poor parties to be able to
contribute to the process of justice. This would benefit wider
society and AI technologies would not only be defined by a
powerful elite. Restorative justice could hold the potential not
only to discuss the AI crimes themselves, but also to get to the
root of the problem and discuss the cause of an AI crime. For
John Braithwaite restorative justice makes re-offending
harder.^[^46]^</p>
<p>
4 years ago
In such a scenario, a future AI system capable of committing
AI crimes would need to have knowledge of ethics around the
particular discourse of restorative justice. The implementation
of AI technologies will lead to a discourse around who is
responsible for actions taken by AI technologies. Even when
considering clearly defined ethical guidelines, these might be
difficult to implement,^[^47]^ due to the pressure of competition AI
4 years ago
systems find themselves in. That said, this speculation is
restricted to humanised artificial intelligence systems. The
main hindrance for AI technologies to be part of a restorative
justice system might be that of the very human emotion of
shame. Without a clear understanding of shame it will be
impossible to resolve AI crimes in a restorative manner.^[^48]^ </p>
4 years ago
<p>
Furthering this perspective, we suggest that reflections brought by new materialism should also be taken into account: not only as a critical perspective on the engendering and anthropomorphic representation of AI, but also to broaden the spectrum of what we consider to be justice in relation to all the living world. Without this new perspective the sort of idealized AI image of a non-living intelligence that deals with enormous amounts of information risks to serve the abstraction of anthropocentric views into a computationalist acceleration, with deafening results. Rather than such an implosive perspective, the application of law and jurisprudence may take advantage of AI’s computational and sensorial enhanced capabilities by including all information gathered from the environment, also that produced by plants, animals and soil. Thus one might want to think about a humanised symbiosis
between humans and technology,^[^49]^ along the lines of Garry
Kasparov’s advanced chess,^[^50]^ as in advanced jurisprudence.^[^51]^ A
4 years ago
legal system where human and machine work together on
restoring justice, for social justice. </p>
</div>
4 years ago
[^1]: Cp. G. Chaslot, “YouTube’s A.I. was divisive in the US presidential election”, Medium, November 27, 2016. Available at: https://medium.com/the-graph/youtubes-ai-is-neutral-towards-clicks-but-is-biased-towards-people-and-ideas-3a2f643dea9a#.tjuusil7d [accessed February 25, 2018]; E. Morozov, “The Geopolitics Of Artificial Intelligence”, FutureFest, London, 2018. Available at: https://www.youtube.com/watch?v=7g0hx9LPBq8 [accessed October 25, 2019].
4 years ago
[^2]: Cp. M. Busby, “Use of ‘Killer Robots’ in Wars Would Breach Law, Say Campaigners”, The Guardian, August 21, 2018. Available at : https://web.archive.org/web/20181203074423/https://www.theguardian.com/science/2018/aug/21/use-of-killer-robots-in-wars-would-breach-law-say-campaigners [accessed October 25, 2019].
[^3]: Cp. A. Hadzi, “Social Justice and Artificial Intelligence”, Body, Space & Technology, 18 (1), 2019, pp. 145–174. Available at: https://doi.org/10.16995/bst.318 [accessed October 25, 2019].
[^4]: Cp. A. Kaplan and M. Haenlein, “Siri, Siri, in my Hand: Who’s the Fairest in the Land? On the Interpretations, Illustrations, and Implications of Artificial Intelligence”, Business Horizons, 62 (1), 2019, pp. 15–25. https://doi.org/10.1016/j.bushor.2018.08.0 04; S. Legg and M. Hutter, A Collection of Definitions of Intelligence, Lugano, Switzerland, IDSIA, 2007. Available at: http://arxiv.org/abs/0706.3639 [accessed October 25, 2019].2
[^5]:N. Bostrom, Superintelligence: Paths, Dangers, Strategies, Oxford, Oxford University Press, 2014.
[^6]: Cp. T. King, N. Aggarwal, M. Taddeo and L. Floridi, “Artificial Intelligence Crime: An Interdisciplinary Analysis of Foreseeable Threats and Solutions”, SSRN Scholarly Paper No. ID 3183238, Rochester, NY, Social Science Research Network, 2018. Available at: https://papers.ssrn.com/abstract=3183238 [accessed October 25, 2019].
[^7]:P. Mason, Clear Bright Future, London, Allen Lane Publishers, 2019.
[^8]:Mason, Clear Bright Future.
[^9]:S. Omohundro, “Autonomous Technology and the Greater Human Good”, Journal of Experimental & Theoretical Artificial Intelligence, 26 (3), 2014, pp. 303–315, here: p. 303.3
4 years ago
[^10]: Cp. C. Cadwalladr, “Elizabeth Denham: ‘Data Crimes are Real Crimes”, The Guardian, July 15, 2018. Available at: https://web.archive.org/web/20181121235057/https://www.theguardian.com/uk-news/2018/jul/15/elizabeth-denham-data-protection-inf ormation-commissioner-facebook-cambridge-analytica [accessed October 25, 2019].
[^11]: Cp. B. Olivier, “Cyberspace, Simulation, Artificial Intelligence, Affectionate Machines and Being Human”, Communicatio, 38 (3), 2012, pp. 261–278. https://doi.org/10.1080 /02500167.2012.716763 [accessed October 25, 2019]; E.A. Wilson, Affect and Artificial Intelligence, Washington, University of Washington Press, 2011.
[^12]: Cp. P.G. Ossorio, The Behavior of Persons, Ann Arbor, Descriptive Psychology Press, 2013. Available at: http://www.sdp.org/sdppubs- publications/the-behavior-of-perso ns/ [accessed October 25, 2019].
4 years ago
[^13]: Cp. J. Jeffrey, “Knowledge Engineering: Theory and Practice”, Society for Descriptive Psychology, 5, 1990, pp. 105–122.
[^14]: Cp. P.G. Ossorio, Persons: The Collected Works of Peter G. Ossorio, Volume I. Ann Arbor, Descriptive Psychology Press, 1995. Available at: http://www.sdp.org/sdppubs-publications/persons-the-collected-works-of-peter-g-ossorio-volume-1/ [accessed October 25, 2019].
[^15]: Cp. M. Mountain, “Lawsuit Filed Today on Behalf of Chimpanzee Seeking Legal Personhood”, Nonhuman Rights Blog, December 2, 2013. Available at: https://www.nonhumanrights.org/blog/lawsuit-filed-today-on-behalf-of-chimpanzee-seeking-legal-personhood/ [accessed January 8, 2019]; M. Midgley, “Fellow Champions Dolphins as ‘Non-Human Persons’”, Oxford Centre for Animal Ethics, January 10, 2010. Available at: https://www.oxfordanimalethics.com/2010/01/fellow -champions-dolphins-as-%E2%80%9Cnon-human-persons%E2%80%9D/ [accessed January 8, 2019].
[^16]: Cp. R. Bergner, “The Tolstoy Dilemma: A Paradigm Case Formulation and Some Therapeutic Interventions”, in K.E. Davis, F. Lubuguin and W. Schwartz (eds.), Advances in Descriptive Psychology, Vol. 9, 2010, pp. 143–160. Available at: http://www.sdp.org/sdppubs-publications/advances-in-descriptive-psychology-vol-9; P. Laungani, “Mindless Psychiatry and Dubious Ethics”, Counselling Psychology4 Quarterly, 15 (1), 2002, pp. 23–33. Available at: https://doi.org/10.1080/09515070110102305 [accessed October 26, 2019].
[^17]: W. Schwartz, “What Is a Person and How Can We Be Sure? A Paradigm Case Formulation”, SSRN Scholarly Paper No. ID 2511486, Rochester, NY: Social Science Research Network, 2014. Available at: https://papers.ssrn.com/abstract=2511486 [accessed October 25, 2019].
4 years ago
[^18]: Cp. Mason, Clear Bright Future.
[^19]: Cp. M. Hoffman, and R. Pfeifer, “The Implications of Embodiment for Behavior and Cognition: Animal and Robotic Case Studies”, in W. Tschacher and C. Bergomi (eds.), The Implications of Embodiment: Cognition and Communication, Exeter, Andrews UK Limited, 2015, pp. 31– 58. Available at: https://arxiv.org/abs/1202.0440
4 years ago
[^20]: N.J. Nilsson, The Quest for Artificial Intelligence, Cambridge, Cambridge University Press, 2009.
[^21]: Cp. R. Brooks, Cambrian Intelligence: The Early History of the New AI, Cambridge, MA, A Bradford Book, 1999.
[^22]: Cp. D. Crevier, AI: The Tumultuous History of the Search for Artificial Intelligence, New York, Basic Books, 1993; H.P. Newquist, The Brain Makers, Indianapolis, Ind: Sams., 1994.
[^23]: Cp. R. Brooks, “A Robust Layered Control System for a Mobile Robot”, IEEE Journal on Robotics and Automation, 2 (1), 1986, pp. 14–23. Available at: https://doi.org/510.1109/JRA.1986.1087032 [accessed October 25, 2019].
[^24]: Cp. Brooks, Cambrian Intelligence.
[^25]:Cp. R. Pfeifer, “Embodied Artificial Intelligence”, presented at the
International Interdisciplinary Seminar on New Robotics, Evolution and Embodied Cognition,
Lisbon, November, 2002. Available at: https://www.informatics.indiana.edu/rocha/
4 years ago
publications/embrob/pfeifer.html [accessed October 25, 2019].
[^26]: Cp. T. Renzenbrink, “Embodiment of Artificial Intelligence Improves Cognition”, Elektormagazine, February 9, 2012. Available at: https://www.elektormagazine.com/articles/embodiment-of-artificial-intelligence-improves-cognition
[accessed January 10, 2019]; G. Zarkadakis, “Artificial Intelligence & Embodiment:
4 years ago
Does Alexa Have a Body?”, Medium, May 6, 2018. Available at:
https://medium.com/@georgezarkadakis
/artificial-intelligence-embodiment-does-alexa-have-a-body-d5b97521a201
[accessed January 10, 2019].
[^27]: Cp. L. Steels and R. Brooks, The Artificial Life Route to Artificial
4 years ago
Intelligence: Building Embodied, Situated Agents, London/New York, Taylor
& Francis, 1995.
[^28]: M. Foucault, “Disciplinary Power and Subjection”, in S. Lukes (ed.),
4 years ago
Power, New York, NYU Press, 1986, pp. 229–242, here: p. 230.
[^29]: M. Foucault, Power, edited by C. Gordon, London, Penguin, 1980,
4 years ago
p. 34.6
[^30]: A.R. Galloway, Protocol: How Control Exists After Decentralization,
4 years ago
Cambridge, MA, MIT Press, 2004, p. 81.
[^31]: Cp. M. Foucault, The Birth of Biopolitics: Lectures at the
4 years ago
Collège de France, 1978–1979, London, Pan Macmillan, 2008.
[^32]: Galloway, Protocol, p. 81.
[^33]: Cp. Galloway, Protocol, p. 147.
[^34]: Galloway, Protocol, p. 146.
[^35]: Galloway, Protocol, p. 157.
[^36]: Crook, Comparative Media Law and Ethics, p. 310.7
[^37]: Cp. R. Courtland, “Bias Detectives: The Researchers Striving to
4 years ago
Make Algorithms Fair”, Nature, 558, 2018, pp. 357–360. Available at:
https://doi.org/10.1038/d41586-018-05469-3 [accessed October 25, 2019].
[^38]: Cp. H. Fry, “We Hold People With Power to Account. Why Not
4 years ago
Algorithms?” The Guardian, September 17, 2018. Available at:
https://web.archive.org/web/201901021
94739/https://www.theguardian.com/commentisfree/2018/sep/17/power-
algorithms-technology-regulate [accessed October 25, 2019].
[^39]: Cp. O. Etzioni, “How to Regulate Artificial Intelligence”, The New
4 years ago
York
Times,
January
20,
2018.
Available
at:
https://www.nytimes.com/2017/09/01/opinion/artificial-intelligence-
regulations-rules.html [accessed October 25, 2019]; A. Goel, “Ethics and
Artificial Intelligence”, The New York Times, December 22, 2017. Available
at: https://www.nytimes.com/2017/09/14/opinion/artificial-intelligence.html
[accessed October 25, 2019].
[^40]: Cp. N. Vidmar and D.T. Miller, “Socialpsychological Processes
4 years ago
Underlying Attitudes Toward Legal Punishment”, Law and Society Review,
1980, pp. 565–602.
[^41]: Cp. M. Wenzel and T.G. Okimoto, “How Acts of Forgiveness Restore
4 years ago
a Sense of Justice: Addressing Status/Power and Value Concerns Raised by
Transgressions”, European Journal of Social Psychology, 40 (3), 2010, pp.
401–417.
[^42]: Cp. N. Bostrom and E. Yudkowsky, “The Ethics of Artificial
4 years ago
Intelligence”, in K. Frankish and W.M. Ramsey (ed.), The Cambridge
Handbook of Artificial Intelligence, Cambridge, Cambridge University Press,
2014, pp. 316–334; Frankish and Ramsey, The Cambridge Handbook of
Artificial Intelligence.
[^43]: Cp. J. Fionda, Devils and Angels: Youth Policy and Crime, London,
4 years ago
Hart, 2005.8
[^44]: Cp. Nils Christie, “Conflicts as Property”, The British Journal of
4 years ago
Criminology, 17 (1), 1977, pp. 1–15.
[^45]: Cp. J. Braithwaite, “Restorative Justice and a Better Future”, in E.
4 years ago
McLaughlin and G. Hughes (eds.), Restorative Justice: Critical Issues,
London, SAGE, 2003, pp. 54–67.
[^46]: Cp. J. Braithwaite, Crime, Shame and Reintegration, Cambridge,
4 years ago
Cambridge University Press, 1989.
[^47]: Cp. A. Conn, “Podcast: Law and Ethics of Artificial Intelligence”,
4 years ago
Future
of
Life,
March
31,
2017.
Available
at:
https://futureoflife.org/2017/03/31/podcast-law-ethics-artificial-intelligence/
[accessed September, 22 2018].
[^48]: Cp. A. Rawnsley, “Madeleine Albright: ‘The Things that are
4 years ago
Happening are Genuinely, Seriously Bad’”, The Guardian, July 8, 2018.
Available
at:
https://web.archive.org/web/20190106193657/https://www.theguardian.com9/books/2018/jul/08/madeleine-albright-fascism-is-not-an-ideology-its-a-method-interview-fascism-a-warning [accessed October 25, 2019].
[^49]: Cp. D. Haraway, “A Cyborg Manifesto”, Socialist Review, 15 (2), 1985.
Available at:
4 years ago
http://www.stanford.edu/dept/HPS/Haraway/CyborgManifesto.html
[accessed October 25, 2019]; C. Thompson, “The Cyborg Advantage”, Wired,
March 22, 2010. Available at: https://www.wired.com/2010/03/st-thompson-
cyborgs/ [accessed October 25, 2019].
[^50]: Cp. J. Hipp et al., “Computer Aided Diagnostic Tools Aim to
4 years ago
Empower Rather than Replace Pathologists: Lessons Learned from
Computational Chess”, Journal of Pathology Informatics, 2, 2011. Available
at: https://doi.org/10.4103/2153-3539.82050 [accessed October 25, 2019].
[^51]: Cp. J. Baggini, “Memo to Those Seeking to Live for Ever: Eternal
4 years ago
Life Would be Deathly Dull”, The Guardian, July 8, 2018. Available at:
https://web.archive.org/web/20181225111455/https://www.theguardian.com
/commentisfree/2018/jul/08/live-for-ever-eternal-life-deathly-dull-immortality
[accessed October 25, 2019].