AI and legal personhood: a theoretical survey

I set out the pros and cons of conferring legal personhood on artificial intelligence systems (AIs), mainly under civil law. I provide functionalist arguments to justify this policy choice and identify the content that such a legal status might have. Although personhood entails holding one or more legal positions, I will focus on the distribution of liabilities arising from unpredictably illegal and harmful conduct. Conferring personhood on AIs might efficiently allocate risks and social costs, ensuring protection for victims, incentives for production, and technological innovation. I also consider other legal positions, e.g., the capacity to act, the ability to hold property, make contracts, and sue (and be sued). However, I contend that even assuming that conferring personhood on AIs finds widespread consensus, its implementation requires solving a coordination problem, determined by three asymmetries: technological, intra-legal systems, and inter-legal systems. I address the coordination problem through conceptual analysis and metaphysical explanation. I first frame legal personhood as a node of inferential links between factual preconditions and legal effects. Yet, this inferentialist reading does not account for the ‘background reasons’, i.e., it does not explain why we group divergent situations under legal personality and how extra-legal information is integrated into it. One way to account for this background is to adopt a neo-institutional perspective and update its ontology of legal concepts with further layers: the meta-institutional and the intermediate. Under this reading, the semantic referent of legal concepts is institutional reality. So, I use notions of analytical metaphysics, such as grounding and anchoring, to explain the origins and constituent elements of legal personality as an institutional kind. Finally, I show that the integration of conceptual and metaphysical analysis can provide the toolkit for finding an equilibrium around the legal-policy choices that are involved in including (or not including) AIs among legal persons.

La protezione dei diritti sociali nell'ordinamento dell'Unione Europea

This study deals with the protection of social rights in Europe and aims to outline the position currently held by these rights in the EU law. The first two chapters provide an overview of the regulatory framework in which the social rights lie, through the reorganisation of international sources. In particular the international instruments of protection of social rights are taken into account, both at the universal level, due to the activity of the United Nations Organisation and of its specialized agency, the International Labour Organization, and at a regional level, related to the activity of the Council of Europe. Finally an analysis of sources concludes with the reconstruction of the stages of the recognition of social rights in the EU. The second chapter describes the path followed by social rights in the EU: it examines the founding Treaties and subsequent amendments, the Charter of Fundamental Social Rights of Workers of 1989 and, in particularly, the Charter of Fundamental Rights of the European Union, the legal status of which was recently treated as the primary law by the Treaty of Lisbon signed in December 2007. The third chapter is, then, focused on the analysis of the substantive aspects of the recognition of the rights made by the EU: it provides a framework of the content and scope of the rights accepted in the Community law by the Charter of Fundamental Rights, which is an important contribution to the location of the social rights among the fundamental and indivisible rights of the person. In the last section of the work, attention is focused on the two profiles of effectiveness and justiciability of social rights, in order to understand the practical implications of the gradual creation of a system of protection of these rights at Community level. Under the first profile, the discussion is focused on the effectiveness in the general context of the mechanisms of implementation of the “second generation” rights, with particular attention to the new instruments and actors of social Europe and the effect of the procedures of soft law. Second part of chapter four, finally, deals with the judicial protection of rights in question. The limits of the jurisprudence of the European Union Court of Justice are more obvious exactly in the field of social rights, due to the gap between social rights and other fundamental rights. While, in fact, the Community Court ensures the maximum level of protection to human rights and fundamental freedoms, social rights are often degraded into mere aspirations of EU institutions and its Member States. That is, the sources in the social field (European Social Charter and Community Charter) represent only the base for interpretation and application of social provisions of secondary legislation, unlike the ECHR, which is considered by the Court part of Community law. Moreover, the Court of Justice is in the middle of the difficult comparison between social values and market rules, of which it considers the need to make a balance: despite hesitancy to recognise the juridical character of social rights, the need of protection of social interests has justified, indeed, certain restrictions to the free movement of goods, freedom to provide services or to Community competition law. The road towards the recognition and the full protection of social rights in the European Union law appears, however, still long and hard, as shown by the recent judgments Laval and Viking, in which the Community court, while enhancing the Nice Charter, has not given priority to fundamental social rights, giving them the role of limits (proportionate and justified) of economic freedoms.

Il corpo e l'individuo tra proprietà ed autodeterminazione. Con particolare riferimento al fenomeno delle biobanche

La bioetica è il luogo ideale per cercare risposte ai grandi interrogativi concernenti la vita, la morte e la cura dell'essere umano. I recenti dibattiti sull'uso, ed il temuto abuso, del corpo umano in medicina hanno messo in evidenza la necessità di una discussione approfondita sul potere di scelta che l'individuo può esercitare sulla propria mente e sul proprio corpo. Spinta dal desidero di indagare l'estensione di tale potere di scelta ho voluto analizzare le tematiche riguardanti “il corpo”, “l'individuo”, “la proprietà” e “l'autodeterminazione”. L'analisi è stata condotta individuando alcuni dei differenti significati che questi termini assumono nei diversi ambiti che la bioetica lambisce e mostrando, in particolare, la visione di tale realtà attraverso le lenti del giurista. A chi appartiene il corpo? Chi ha il potere di decidere su di esso? Il potere di scelta valica gli antichi i confini legati al corpo del paziente e coinvolge tessuti, organi e cellule staccati dal corpo umano, parti che un tempo erano considerati scarti operatori sono oggi divenuti tesori inestimabili per la ricerca. L'importanza assunta dai campioni biologici ha portato alla creazione di biobanche nelle quali sono raccolti, catalogati e il DNA studiato in campioni biologici Le biobanche riflettono le tensioni della bioetica e del biodititto. Lo studio delle biobanche riguarda, tra l'altro, la riceca dell'equilibrio tra le diverse esigenze meritevoli di tutela: in primo luogo il diritto alla privacy, diritto a che le “proprie informazioni” non vengano divulgate ed il diritto a non essere discriminato ed in secondo luogo le necessità dettate dalla ricerca e dalla scienza medica. Nel 2009 la rivista Times messo biobanche tra le 10 idee in grado di cambiare il mondo anche in considarazione della medicina personalizzata e del fatto che costituiscono una la speranza per la ricerca contro le malattie attuali e future.

I fondi comuni di investimento: Aspetti inerenti alla separazione patrimoniale

Il presente lavoro mira a una ricostruzione della condizione giuridica del fondo comune di investimento, definito come “patrimonio autonomo e distinto”, su cui il legislatore non ha preso alcuna posizione espressa sul piano della titolarità, lasciando all’interprete il relativo (e tormentato) compito. A tal fine, l’esame critico della disciplina, alla luce di ulteriori forme di separazione patrimoniale rinvenibili nell’ordinamento giuridico, richiede un approccio metodologico teso sì a una ricostruzione in retrospettiva della questione ma anche a una sua analisi sistematica. La prima parte prende avvio dall’analisi della disciplina dei fondi comuni di investimento e della gestione collettiva del risparmio, ripercorrendo i tratti salienti della normativa al fine di acclararne la ratio. Rifuggendo da una redazione meramente compilativa, tale analisi risulta necessaria ai fini dell’esame degli aspetti problematici concernenti la natura giuridica dei fondi comuni di investimento, che non può essere avulso dal relativo contesto normativo. La seconda parte è dedicata al tema della qualificazione giuridica del fondo e della relativa titolarità alla luce della risalente dottrina, dell’evoluzione normativa e della giurisprudenza pronunciatasi sul punto. Sotto questo profilo, la prospettiva di indagine mira ad approfondire alcuni degli spunti emergenti dalle riflessioni teoriche concernenti la natura e la titolarità del fondo, avendo riguardo non solo alla classiche categorie civilistiche ma anche alla reale essenza della struttura e della disciplina dei fondi comuni di investimento e alle specifiche finalità di tutela degli interessi degli investitori perseguite dalla disciplina. Seguendo questo percorso, l’ultima parte volge uno sguardo doveroso alle tematiche concernenti le funzioni della separazione dei patrimoni nell'ambito dei mercati finanziari e del diritto positivo, senza pretermettere le categorie civilistiche, di diritto interno e di diritto straniero, sottese alle fattispecie considerate.

La detenzione amministrativa degli stranieri. Nuove frontiere in materia di liberta' personale

La detenzione amministrativa degli stranieri, pur condividendo il carattere tipicamente afflittivo e stigmatizzante delle pene, non si fonda sulla commissione di un reato e non gode delle medesime garanzie previste dal sistema della giustizia penale. Nel nostro ordinamento l’inadeguatezza della legislazione, l’ampio margine di discrezionalità rimesso all’autorità di pubblica sicurezza, nonché il debole potere di sindacato giurisdizionale rimesso all’autorità giudiziaria, raggiungono il loro apice problematico nell’ambito delle pratiche di privazione della libertà personale che hanno per destinatari gli stranieri maggiormente vulnerabili, ossia quelli appena giunti sul territorio e il cui status giuridico non è ancora stato accertato (c.d. situazione di pre-admittance). E’ proprio sulla loro condizione che il presente lavoro si focalizza maggiormente. Le detenzioni de facto degli stranieri in condizione di pre-admittance sono analizzate, nel primo capitolo, a partire dal “caso Lampedusa”, descritto alla luce dell’indagine sul campo condotta dall’Autrice. Nel secondo capitolo viene ricostruito lo statuto della libertà personale dello straniero sulla base dei principi costituzionali e, nel terzo capitolo, sono analizzati i principi che informano il diritto alla libertà personale nell’ambito delle fonti sovranazionali, con particolare riferimento al diritto dell’Unione Europea e al sistema della Convenzione Europea dei Diritti dell’Uomo. Sulla scorta dei principi indagati, nel quarto capitolo è tracciata l’evoluzione legislativa in materia di detenzione amministrativa dello straniero in Italia e, nel quinto capitolo, è approfondito il tema dei Centri dell’immigrazione e delle regole che li disciplinano. Nelle conclusioni, infine, sono tirate le fila del percorso tracciato, attraverso la valutazione degli strumenti di tutela in grado di prevenire le pratiche di privazione della libertà informali e di garantire uno standard minimo nella tutela della libertà individuale, anche nelle zone di frontiera del nostro ordinamento.

Essays in the Economics of the Family and Cultural Transmission

My research aims at identifying the role cultural-ethnic traits play in marriage choices and at uncovering the implications of marital sorting on consequent intra-household decisions. From different perspectives, this thesis focuses on intermarriages, within the Italian marriage market. In the first chapter, I explore the role of ethnic endogamy on marital instability. I document the existence of a positive differential in marital instability of interethnic marriages compared to homogeneous ones and I demonstrate that genetic and ethnolinguistic measures of cultural diversity are informative about the incidence of marital dissolution. The second chapter investigates a novel channel, which explains the differential in household stability and investments across family types: cultural socialization of children. I propose a marital matching model along cultural-ethnic lines, to study the process of family formation and intra-household decision making in a context where ethnic differences between spouses potentially matter both in terms of preferences and technologies for household production. The observed intermarriage, fertility, separation and socialization rates are in line with theoretical predictions and they are consistent with strong preferences of parents toward cultural socialization of children to their own ethnic identity. In the third chapter, I propose and estimate a marital matching model along ethnic lines. I argue that gains to intermarriage depend on both cultural preferences and legal status motives. Taking advantage of the exogenous EU enlargements to East European countries in 2004 and 2007, I show that gains to intermarriage of East European migrants significantly decrease in response to the acquisition of the legal status. The final chapter aims to understand whether judicial decisions respond to the ethnic identity of spouses and what incentives those judgments are guided, by looking at separation and divorce sentences. Studying the legal custody assignment of children, I document a significant differential interacting mothers’ ethnicities with the family type.

La reducción de las donaciones inoficiosas en el Derecho español. Una contribución al estudio de la sucesión necesaria.

La llamada sucesión necesaria plantea una serie de problemas que atienden a la tutela del legitimario, en cuyo ámbito la reducción de las disposiciones inoficiosas y, en particular la que atiende a los actos inter vivos del causante, adquiere una gran importancia. Importancia que es particularmente relevante en el ordenamiento jurídico español, en el que la acción de reducción, si bien prevista por el Derecho positivo, no está completamente regulada en la norma, subsistiendo, por ello, múltiples cuestiones sin resolver. La presente investigación busca profundizar en el régimen jurídico de la donación inoficiosa tal y como lo recoge el Código civil español, enriqueciéndolo con las aportaciones de la doctrina italiana, cuya solidez interpretativa puede servir de referencia para una eventual reforma del Derecho castellano. Con este objetivo, la presente investigación se centra, entre otros puntos, sobre la configuración histórica de la acción de reducción; el concepto de donación inoficiosa; las operaciones de cálculo de la legítima; la naturaleza jurídica de la acción de reducción y la valoración del bien donado a los efectos de reducción. Finalmente, estudia la validez de las “cláusulas de reducción in valorem”, por medio del as cuales el donante puede autorizar al donatario para que conserve el bien objeto de la donación, entregando al legitimario una cantidad de dinero. En conclusión, la presente tesis permite individuar las características del acto impugnable mediante la acción de reducción de donaciones y las líneas esenciales de la reducción como categoría de ineficacia, lo que a su vez favorecer la resolución de algunos problemas de aplicación de la reducción de donaciones que se encuentran en el ordenamiento español. La investigación, además, permite formular algunas propuestas “de lege ferenda” a fin de agilizar la práctica de la reducción y reducir la litigiosidad, salvaguardando los intereses de legitimario y donatario.

The engagement of yugoslav technical cooperation experts in post-colonial Algeria (1962-1990). A global microhistory of east-south relations

The venture of socialist Eastern Europe in assisting the development efforts of the post-colonial countries opened up official migratory channels to the Global South for a specific labour group engaged under international technical cooperation programmes. By taking post-colonial Algeria as a space of East-South interactions and intense inter-socialist competition, the thesis studies labour mobility from socialist Yugoslavia of a heterogeneous group labelled “technical cooperation experts” in the period from 1962 to 1990. While CMEA members dispatched to the country personnel in great numbers, after 1965, Yugoslavia failed to do so. Tracing them beyond the institutional level, the thesis aims at detecting and exposing factors which inhibited the attempts to increase the presence of Yugoslav technical experts in Algeria. It argues that instead of building an alternative, solidarity-based aid model, Yugoslav technical cooperation with the developing countries was reduced to mediation in the employment of highly-skilled labour abroad. The cooperation scheme, which differed from one of its Eastern European counterparts, manifested in the employment and legal status as well as everyday life and work experiences of Yugoslav citizens. Relying on the methodological approach of global microhistory, which strongly favours the micro-historical analysis of primary sources in studying global processes, the thesis provides a more comprehensive and nuanced understanding of Yugoslav globalization endeavours. By shifting the focus to the experiences of ordinary people who were under the strong influence of globalization forces of the Cold War era, the thesis adds a “human” dimension to the history of East-South relations.

Economic preferences in the health setting. Three case studies concerning the needs of breast cancer patients, pain management in oncology and extreme end-of-life decisions

The thesis describes three studies concerning the role of the Economic Preference set investigated in the Global Preference Survey (GPS) in the following cases: 1) the needs of women with breast cancer; 2) pain undertreament in oncology; 3) legal status of euthanasia and assisted suicide. The analyses, based on regression techniques, were always conducted on the basis of aggregate data and revealed in all cases a possible role of the Economic Preferences studied, also resisting the concomitant effect of the other covariates that were considered from time to time. Regarding individual studies, the related conclusion are: 1) Economic Preferences appear to play a role in influencing the needs of women with breast cancer, albeit of non-trivial interpretation, statistically "resisting" the concomitant effect of the other independent variables considered. However, these results should be considered preliminary and need further confirmation, possibly with prospective studies conducted at the level of the individual; 2) the results show a good degree of internal consistency with regard to pro-social GPS scores, since they are all found to be non-statistically significant and united, albeit only weakly in trend, by a negative correlation with the % of pain undertreated patients. Sharper, at least statistically, is the role of Patience and Willingness to Take Risk, although of more complex empirical interpretation. 3) the results seem to indicate an obvious role of Economic Preferences, however difficult to interpret empirically. Less evidence, at least on the inferential level, emerged, however, regarding variables that, based on common sense, should play an even more obvious role than Economic Preferences in orienting attitudes toward euthanasia and assisted suicide, namely Healthcare System, Legal Origin, and Kinship Tightness; striking, in particular, is the inability to prove a role for the dominant religious orientation even with a simple bivariate analysis.

Hybrid Artificial Intelligence to Extract Patterns and Rules from Argumentative and Legal Texts

This Thesis is composed of a collection of works written in the period 2019-2022, whose aim is to find methodologies of Artificial Intelligence (AI) and Machine Learning to detect and classify patterns and rules in argumentative and legal texts. We define our approach “hybrid”, since we aimed at designing hybrid combinations of symbolic and sub-symbolic AI, involving both “top-down” structured knowledge and “bottom-up” data-driven knowledge. A first group of works is dedicated to the classification of argumentative patterns. Following the Waltonian model of argument and the related theory of Argumentation Schemes, these works focused on the detection of argumentative support and opposition, showing that argumentative evidences can be classified at fine-grained levels without resorting to highly engineered features. To show this, our methods involved not only traditional approaches such as TFIDF, but also some novel methods based on Tree Kernel algorithms. After the encouraging results of this first phase, we explored the use of a some emerging methodologies promoted by actors like Google, which have deeply changed NLP since 2018-19 — i.e., Transfer Learning and language models. These new methodologies markedly improved our previous results, providing us with best-performing NLP tools. Using Transfer Learning, we also performed a Sequence Labelling task to recognize the exact span of argumentative components (i.e., claims and premises), thus connecting portions of natural language to portions of arguments (i.e., to the logical-inferential dimension). The last part of our work was finally dedicated to the employment of Transfer Learning methods for the detection of rules and deontic modalities. In this case, we explored a hybrid approach which combines structured knowledge coming from two LegalXML formats (i.e., Akoma Ntoso and LegalRuleML) with sub-symbolic knowledge coming from pre-trained (and then fine-tuned) neural architectures.