algorithm

Analyses

🧱The superiority of the Internet system over the algorithmic system, because the first is open and the second is not

► Full reference: M.-A. Frison-Roche, “La supériorité du système de l’Internet sur le système algorithmique, car le premier est ouvert et le second ne l’est pas” (The superiority of the Internet system over the algorithmic system, because the first is open and the second is not), LinkedIn post, 23 January 2026. - 🌐 read the original post on LinkedIn (in French), commenting on the World Economic Forum debate “Internet up for Grabs” (Davos, 23 January 2026) 🧱 read the French version of this post - 🌐follow Marie-Anne Frison-Roche on LinkedIn 🌐follow Marie-Anne Frison-Roche on Instagram 🌐subscribe to the Newsletter MAFR Regulation, Compliance, Law 🌐subscribe to the Video Newsletter MAFR Surplomb 🌐subscribe to the Newsletter MaFR Droit & Art

Conferences

introductory conference

🎥Le juriste, requis et bien placé pour le futur ((The lawyer needed and well placed for the future), in 🧮Les Eclaireurs du Droit

► Full Reference : M.-A. Frison-Roche, "Le juriste, requis et bien placé pour le futur" (The lawyer needed and well placed for the future), in Groupe Lamy Liaisons, Les Éclaireurs du Droit,  Hôtel de l’Industrie, Place Saint Germain des Près, Paris, 11 March 2025, 16h. - This speech opens a series of 4 workshops on the following themes: – The challenge of Trust – The challenge of Risk – The challenge of Transmission – The challenge of  leadership - 🧮see the full programme of this manifestation (in French) - ⬜see the slides basis made for this speech (which were not projected) (in French) - 🎥 watch the short video made after the conference (in French) - ► English Summary of this introductory conference: The 4 sessions will address the successive themes of trust, risk, transmission and leadership, which legal professionals are facing, particularly as a result of algorithms. For an introductory analysis, it is possible to make a distinction inside the Future. The future has a part of Stability: the jurist can contribute to this stability, i.e. the preservation of the past (I). The future has an part of Predictability: the lawyer must increase this part in the present itself (II). The future has a part of radical novelty (III): at this point, which may correspond to a precipice, if no one had imagined it, the lawyer can also be there. Until now, we think of lawyers more in the first 2 hypotheses, less in this one. Is it pertinent? In each of these dimensions, the algorithmic system (AI) is presented as replacing or dominating the human. In each of these 3 dimensions, Lawyers must be present, as they form a community that must remain united around the very idea of Law (algorithms do not conceive ideas, it is humans who transmit them to other humans, and the algorithmic system must remain a medium). As far as the Stability of the future is concerned, the Lawyer can and must contribute to it, in particular through Transmission, because there is less of a blank page as algorithmic 'creation' is based on past data, and training, where the human being will be all the more central as machines have to be handled. As far as the Predictability of the future is concerned, it is a question of assessing the Risks, whether specific or systemic, legal or non-legal, in order not to take them or on the contrary to take them. The more the Lawyer is involved in risk-taking, the more he or she will be in the right place, before and during the action. As far as the Radically New future is concerned, it is not easy to qualify AI as such or not, but now the possible disappearance of the Rule of Law in the United States is one of them. All Lawyer are expected. Every lawyer must have two virtues (which the algorithm cannot not have): the virtue of Justice and the virtue of Courage. It is these virtues that we must pass on and share.       - Current events have led me to devote the time available to me to focusing on a single perspective, the third, to say what is expected of Lawyers if we perceive something radically new in the near future, what everyone does. Indeed, in the United States, on the one hand there is a head of state for whom the Law does not exist and who uses the power of regulation to express his absolute indifference to other states, companies and human beings, and on the other an entrepreneur who claims that he is going to become the master of algorithmic technology, a system over which he already wields great power. Faced with this Radical Novelty, we expect the community of Lawyers, all lawyers, whatever their place, their technical mastery, their level, their nationality, to speak out and say No. As Kelsen, Cassin or Ginsberg did. Say No and help others to say No. To do this, Lawyers, as human beings who care about other human beings, must be aware of the twofold virtue expected of them: the virtue of commitment to Justice and the virtue of Courage.       - 🌐follow Marie-Anne Frison-Roche sur LinkedIn 🌐follow Marie-Anne Frison-Roche on Instagram 🌐subscribe to the Newsletter MAFR Regulation, Compliance, Law 🌐subscribe to the Video Newslette MAFR Surplomb

Articles in The Journal of Regulation & Compliance « JoRC »

AUGAGNEUR, Luc-Marie🕴️

📝The jurisdictionalisation of reputation by platforms, in 🕴️M.-A. Frison-Roche (ed.), 📘Compliance Jurisdictionalisation

► Full Reference: L.-M. Augagneur, "The jurisdictionalisation of reputation by platforms", in M.-A. Frison-Roche (ed.), Compliance Jurisdictionalisation, Journal of Regulation & Compliance (JoRC) and Bruylant, coll. "Compliance & Regulation", 2024, pp. 109-125  - 📘read a general presentation of the book, Compliance Jurisdictionalisation, in which this article is published - ► Summary of the article (done by the Author): The large platforms are in the position of arbiter of the reputation economy (referencing, notoriety) in which they themselves act. Although the stakes are usually low on a unit basis, the jurisdiction of reputation represents significant aggregate stakes. Platforms are thus led to detect and assess reputation manipulations (by users: SEO, fake reviews, fake followers; or by the platforms themselves as highlighted by the Google Shopping decision issued by the European Commission in 2017) that are implemented on a large scale with algorithmic tools. The identification and treatment of manipulations is itself only possible by means of artificial intelligence tools. Google thus proceeds with an automated downgrading mechanism for sites that do not follow its guidelines, with the possibility of requesting a review through a very summary procedure entirely conducted by an algorithm. Tripadvisor, on the other hand, uses an algorithm to detect false reviews based on "fraud modeling to identify electronic patterns that cannot be detected by the human eye". It only conducts a human investigation in limited cases. This jurisdictionality of reputation has little in common with that defined by the jurisprudence of the Court of Justice (legal origin, contradictory procedure, independence, application of the Rules of Law). It is characterized, on the one hand, by the absence of transparency of the rules and even of the existence of rules stated in predicative form and applied by deductive reasoning. It is replaced by an inductive probabilistic model by the identification of abnormal behaviors in relation to centroids. This approach of course raises the issue of statistical bias. More fundamentally, it reflects a transition from Rule of Law, not so much to "Code is Law" (Laurence Lessig), but to "Data is Law", that is, to a governance of numbers (rather than "by" numbers). It also comes back to a form of collective jurisdictionality, since the sanction comes from a computational apprehension of the phenomena of the multitude and not from an individual appreciation. Finally, it appears particularly consubstantial with compliance, since it is based on a teleological approach (the search for a finality rather than the application of principles). On the other hand, this jurisdictionality is characterized by man-machine cooperation, whether in the decision-making process (which poses the problem of automaticity bias) or in the contradictory procedure (which poses, in particular, the problems of discussion with the machine and the explicability of the machine response). Until now, the supervision of these processes has been based essentially on the mechanisms of transparency, a limited adversarial requirement and the accessibility of appeal channels. The French Law Loi pour une République Numérique ("Law  for a Digital Republic"), the European Legislation Platform-to-Business Regulation and the Omnibus Directive, have thus set requirements on the ranking criteria on platforms. The Omnibus Directive also requires that professionals guarantee that reviews come from consumers through reasonable and proportionate measures. As for the European Digital Services Act, it provides for transparency on content moderation rules, procedures and algorithms. But this transparency is often a sham. In the same way and for the moment the requirements of sufficient human intervention and adversarial processes appear very limited in the draft text. The most efficient forms of this jurisdictionality ultimately emerge from the role played by third parties in a form of participatory dispute resolution. Thus, for example, FakeSpot detects false Tripadvisor reviews, Sistrix establishes a ranking index that helped establish the manipulation of Google's algorithm in the Google Shopping case by detecting artifacts based on algorithm changes. Moreover, the draft Digital Services Act envisages recognizing a specific status for trusted flaggers who identify illegal content on platforms. This singular jurisdictional configuration (judge and party platform, massive situations, algorithmic systems for handling manipulations) thus leads us to reconsider the grammar of the jurisdictional process and its characteristics. If Law is a language (Alain Sériaux), it offers a new grammatical form that would be that of the middle way (mesotès) described by Benevéniste. Between the active and the passive way, there is a way in which the subject carries out an action in which he includes himself. Now, it is the very nature of this jurisdictionality of compliance to make laws by including oneself in them (nomos tithestai). In this respect, the irruption of artificial intelligence in this jurisdictional treatment undoubtedly bears witness to the renewal of the language of Law. - 🦉This article is available in full text to those registered for Professor Marie-Anne Frison-Roche's courses -

Conferences

🎤Compliance et droit processuel (Compliance and Procedural Law), in🧮Compliance : Obligation, devoir, pouvoir, culture

🌐follow Marie-Anne Frison-Roche on LinkedIn 🌐subscribe to the Newsletter MAFR Regulation, Compliance, Law - ► Full Reference: M.-A. Frison-Roche, "Compliance et droit processuel" ("Compliance and Procedural Law"), in B. Deffains, M.-A. Frison-Roche and J.-B. Racine (dir.), Journal of Regulation & Compliance (JoRC) and University Panthéon-Assas (Paris II), Compliance : Obligation, devoir, pouvoir, culture (Compliance : obligation, duty, power, culture), University Panthéon-Assas, Salle des Conseils, 14 June 2023. - 🧮See the full programme of this event - 🎤see the other speech made during the first day of this symposium : "L'obligation de compliance, entre volonté et consentement : obligation sur obligation vaut" ("Compliance Obligation, between will and consent: obligation on obligation works")   - ► Summary of the conference: After referring to the chapter in the book Compliance Jurisdictionalisation, which deals more specifically with Procedural Law1See the articles that are part of the Second chapter of the book 🕴️M.-A. Frison-Roche (ed.), 📘Compliance jurisdictionalisation, 2023 : 🕴️N. Cayrol, 📝General Procedural Law in Compliance Law,, the conference is built around 5 developments, each of which represents a progression. The first development relates to the fact that the relationship between Compliance Law and Procedural Law is very difficult because it is often said that they simply have nothing to do with each other, or that they have everything to dislike each other. This is because Compliance is often reduced to processes, and to the mechanical place that algorithms could take in it, in taking care of everything. Compliance would even have the purpose and effect of ensuring that the company and its managers never come into contact with a judge, the public prosecutor being their best ally in this respect. Secondly, I recalled the very common idea that Procedural Law is a kind of 'tribute' that the rule of Law demands, which certainly weighs down companies when compared with companies living in systems in which there's not not such a price. But many stress that Procedural Law could become a model. This can be justified and technically anticipated because it has already happened in Regulation Law, and Compliance Law is the deployment of it2🕴️M.-A. Frison-Roche, 🚧From Regulation Law to Compliance Law, 2017. 🕴️M.-A. Frison-Roche, 🎤Le rôle du Juge dans le déploiement du Droit de la Régulation en Droit de la Compliance (The role of the Judge in the deployment of Regulatory Law in Compliance Law), in 🧮De la Régulation à la Compliance : quel rôle pour le Juge ?, 2023.. In the third stage, I worked on the alliance between the two, with the procedure (rather than the process) modifying compliance and thereby reinforcing it, evoking the way in which this can manifest itself technically3Notably in this perspective, 🕴️M.-A. Frison-Roche and 🕴️M. Boissavy, 📕Compliance et droits de la défense. Enquête interne - CJIP - CRPC (Compliance and Due Process. Internal Investigation - DPA), 2024.. In the fourth step, I looked for what would be the "naturally appropriate procedure" for Compliance: one that takes into account the duration and the development of "solutions", to which the notion of "sustainability", which is central in the substantive Law of Compliance, refers. In a fifth stage, and devoting more time to this, I have pointed out where innovation should be the strongest: the proof, the probatory obligation being the "part totale" ("total part") of the compliance obligation. This major issue will be the subject of a series of symposiums held in 2024. -

Books

ADAM, Patrice👤, LE FRIANT, Martine👤 et TARASEWICZ, Yasmine👤 (dir.)

📕 Intelligence artificielle, gestion algorithmique du personnel et droit du travail: les travaux de l’AFDT

Full reference: Adam, P., Le Friant, M. et Tarasewicz, Y. (ed.), Intelligence artificielle, gestion algorithmique du personnel et droit du travail (written in French), serie "Les travaux de l'AFDT", Coll. "Thèmes et Commentaires", Dalloz, 2020, 241p. Read the fourth of cover