D. Amodei, C. Olah, J. Steinhardt, P. F. Christiano, J. Schulman et al., , 2016.

, Concrete Problems in AI Safety

M. Arntz, T. Gregory, and U. Zierahn, The Risk of Automation for Jobs in OECD Countries, 2016.

E. Begoli, T. Bhattacharya, and D. Kusnezov, The need for uncertainty quantification in machine-assisted medical decision making, Nature Machine Intelligence, vol.1, issue.1, pp.20-23, 2019.

S. Ben-david, P. Hrube?, S. Moran, A. Shpilka, Y. et al., Learnability can be undecidable, Nature Machine Intelligence, vol.1, issue.1, pp.44-48, 2019.

E. Brynjolfsson and A. Mcafee, The Second Machine Age, 2016.

N. Carlini and D. A. Wagner, Audio Adversarial Examples: Targeted Attacks on Speech-to-Text. Computing Research Repository, 2018.

A. A. Chien, Open Collaboration in an Age of Distrust, Communications of the ACM, vol.62, issue.1, 2019.

S. Delacroix and N. D. Lawrence, Disturbing the 'one size fits all', feudal approach to data governance: bottom-up data, Trusts. SSRN, pp.1-30, 2018.

C. Edwards, Hidden Messages Fool AI, Communications of the ACM, vol.62, issue.1, 2019.
DOI : 10.1145/3290412
URL : http://dl.acm.org/ft_gateway.cfm?id=3290412&type=pdf

A. Etzione and O. Etzioni, Designing AI Systems that Obey Our Laws and Values, Communications of the ACM, vol.9, issue.59, pp.29-31, 2016.

M. S. Gal, Illegal Pricing Algorithms, Communications of the ACM, vol.62, issue.1, 2019.
DOI : 10.1145/3292515
URL : http://dl.acm.org/ft_gateway.cfm?id=3292515&type=pdf

M. Hunyadi, Artificial moral agents. really? In, Wording Robotics, Tracts in Advanced Robotics, 2019.

F. Ingrand, Recent Trends in Formal Validation and Verification of Autonomous Robots Software, IEEE International Conference on Robotic Computing, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01968265

J. Larson, S. Mattu, L. Kirchner, A. , and J. , How We Analyzed the COMPAS Recidivism Algorithm, 2016.

J. Manyika, S. Lund, M. Chui, J. Bughin, J. Woetzel et al., Jobs lost, jobs gained: Workforce transition in a time of automation. Technical report, 2017.

W. Mauser, G. Klepper, M. Rice, B. S. Schmalzbauer, H. Hackmann et al., Transdisciplinary global change research: the co-creation of knowledge for sustainability, Current Opinion in Environmental Sustainability, vol.5, issue.3-4, pp.420-431, 2013.

J. Mittelstrass, On transdisciplinarity, Trames. Journal of the Humanities and Social Sciences, issue.4, p.15, 2011.

J. Moor, Four kinds of ethical robots, Philosophy Now, vol.72, pp.12-14, 2009.

P. Nemitz, Constitutional democracy and technology in the age of artificial intelligence, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, p.376, 2018.

C. O'neil, Weapons of math destruction: How big data increases inequality and threatens democracy. Crown Random House, 2016.

F. Raso, H. Hilligoss, V. Krishnamurthy, C. Bavitz, and L. Y. Kim, Artificial Intelligence & Human Rights: Opportunities & Risks. SSRN, 2018.

S. J. Russell, D. Dewey, and M. Tegmark, Research Priorities for Robust and Beneficial Artificial Intelligence, 2015.

E. Sandewall, Ethics, Human, 2019.

, Rights, the Intelligent Robot, and its Subsystem for Moral Beliefs, International Journal of Social Robotics, pp.1-11

S. A. Seshia, D. Sadigh, and S. Sastry, Towards Verified Artificial Intelligence, 2016.

J. L. Skeem and C. Lowenkamp, , 2016.

. Risk, . Race, and . Recidivism,

D. Sornette and S. Becke, Crashes and High Frequency Trading. SSRN, 2011.
DOI : 10.2139/ssrn.1976249

M. Y. Vardi, Are We Having An Ethical Crisis in Computing?, Communications of the ACM, vol.62, issue.1, 2019.
DOI : 10.1145/3292822
URL : http://dl.acm.org/ft_gateway.cfm?id=3292822&type=pdf

R. Y. Yampolsky, Artificial Intelligence Safety Engineering: Why Machine Ethics is a Wrong Approach, Philosophy and Theory of Artificial Intelligence, pp.389-396, 2013.

B. Zhang and A. Dafoe, Artificial Intelligence: American Attitudes and Trends, 2019.
DOI : 10.2139/ssrn.3312874

S. Zuboff, Big other: surveillance capitalism and the prospects of an information civilization, Journal of Information Technology, vol.30, issue.1, pp.75-89, 2015.
DOI : 10.1057/jit.2015.5

S. Zuboff, The Age of Surveillance Capitalism, 2019.