04 April 2022
The Council of Europe as an AI Standard Setter
On 4 April 2022, Member States of the Council of Europe commences negotiations on the world’s first international binding legal instrument in the field of artificial intelligence. The CoE has a large reservoir of both experience and expertise in the field of standard setting, as far as the three key priorities are concerned: promoting human rights, democracy, and the rule of law. Given the undisputed need for regulating AI activities, the CoE appears a prime candidate for this undertaking. Continue reading >>
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03 April 2022
Rule of Law, AI, and “the Individual”
The institutional safeguards formulated under the Rule of Law tend to focus on “an individual” or “the individual” who can be the bearer of the rights and protections it awards. This pre-digital formulation worked well in an era where law was the pre-eminent form of social regulation. However, increasingly, individual interests are impacted not only on the basis of the actions and choices of the concerned individual, but also on the basis of data collected about her social context and that of other similarly situated individuals. In order to reconcile these tensions, in this blog, I argue for supplementing the existing individual protections recognized under the Rule of Law framework with recognition of collective interests in order to strengthen the Rule of Law in the age of AI. Continue reading >>
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01 April 2022
Thoughts on the Black Box: Getting to Cooperative Intelligence in Public Administration
The requirement of explanation for administrative decisions can be found, in one guise or another, in most legal systems. This requirement is a positive obligation on decision-makers in public administrative bodies (among others) to provide the legal basis for their decision. With the continuing growth of artificial intelligence/machine learning technologies being used to streamline administrative decision-making, providing for a right to explanation from black box algorithmic decision-making systems is not a straightforward endeavor. Continue reading >>
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01 April 2022
High Tech, Low Fidelity? Statistical Legal Tech and the Rule of Law
The advent of statistical ‘legal tech’ raises questions about the future of law and legal practice. While it has always been the case that technologies have mediated the concept, practice, and texture of law, a qualitative and quantitative shift is taking place. Statistical legal tech is being integrated into mainstream legal practice, particularly that of litigators. These applications mediate how practicing lawyers interact with the legal system. By shaping how law is ‘done’, the applications ultimately come to shape what law is. Continue reading >>
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31 März 2022
Global Inequities in Algorithms
Algorithms can seem like esoteric subjects, often relegated to the realm of engineers and technology companies, given the technical nature of algorithmic design. Algorithms, when applied, take on a social character that invites us into peer beneath the hood to understand both their function and application. Given the growing ubiquitousness of algorithms in our daily lives, policymakers are looking to capture algorithms within regulatory mechanisms. This article seeks to understand the inequalities that undergird algorithmic applications, in order to understand how to regulate these systems. Continue reading >>
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30 März 2022
Proactive Contestation of AI Decision-making
Liberal democracies have an artificial intelligence problem. The disruptive impact and complex harms of artificial intelligence (AI) decision-making, including their intrusive surveillance, unjustifiable biases, and deceptive manipulations matter in all societies, but they matter more in open, pluralist democracies, which depend on messy human accountability processes. AI decision-making systems are notoriously resistant to demands for external scrutiny. Continue reading >>
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28 März 2022
Our Minds, Monitored and Manipulated
Well-functioning democracies require a well-informed citizenry, an open social and political discourse and absence of opaque or deceitful influence. Western democracies have however always been prone to power asymmetries and to coercion and the curbing of these freedoms through oppression and propaganda. Adoption of AI and datafication has raised concerns whether society is sliding into an Orwellian nightmare, where all of our actions are being scrutinized, controlled and manipulated at a scale that has never been possible before. So, what is it exactly that makes this time so different? Continue reading >>
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28 März 2022
Artificial Intelligence Must Be Used According to the Law, or Not at All
Democracy requires to strengthen the Rule of Law wherever public or private actors use algorithmic systems. The law must set out the requirements on AI necessary in a democratic society and organize appropriate accountability and oversight. To this end, the European Commission made several legislative proposals. In addition to the discussion on how to use algorithmic systems lawfully, the question when it is beneficial to use them deserves more attention. Continue reading >>
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06 November 2020
Männer fahren LKW, Frauen erziehen Kinder
Facebook spielt Stellenanzeigen in diskriminierender Weise an die Nutzer:innen seiner Plattformen aus. Untersuchungen von AlgorithmWatch zeigen, dass sich Facebook an groben Genderstereotypen zu orientieren scheint, um die Zielgruppe von Anzeigen zu bestimmen – auch wenn die Auftraggeber:innen die Ausschreibungen genderneutral gestalten. Die Untersuchungen von AlgorithmWatch machen deutlich, dass das klassische Antidiskriminierungsrecht, insbesondere das AGG in seiner aktuellen Form, den Herausforderungen einer sogenannten „Algorithmendiskriminierung“ nicht gewachsen ist. Insbesondere die mangelnden Sanktionsmöglichkeiten von Diskriminierungen ohne identifizierbares Opfer, werden mit dem zunehmenden Einsatz algorithmischer Systeme mehr und mehr zum Problem. Continue reading >>25 April 2018
Harnessing Artificial Intelligence the European Way
Will 10 April 2018 be remembered by many as the day of Mark Zuckerberg’s testimony before the US Senate? The hearing was covered by the media in all aspects down to the tie he was wearing. But that was not the only important event taking place on that day, and maybe not even the most important one: I am talking about the Declaration on Cooperation in Artificial Intelligence, signed on the same day but hardly noticed. And yet its impact in the long term might exceed that of the current scandal about Facebook and Cambridge Analytica by far. Continue reading >>
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