In this paper, I present and criticize a number of influential anti-skeptical strategies inspired by Wittgenstein’s remarks on ‘hinges’. Furthermore, I argue that, following Wittgen- stein’s analogy between ‘hinges’ and ‘rules of grammar’, we should be able to get rid of Cartesian skeptical scenarios as nonsensical, even if apparently intelligible, combinations of signs.

In linguistics, the dominant approach to the semantics of plurals appeals to mereology. However, this approach has received strong criticisms from philosophical logicians who subscribe to an alternative framework based on plural logic. In the first part of the article, we offer a precise characterization of the mereological approach and the semantic background in which the debate can be meaningfully reconstructed. In the second part, we deal with the criticisms and assess their logical, linguistic, and philosophical significance. We identify four (...) main objections and show how each can be addressed. Finally, we compare the strengths and shortcomings of the mereological approach and plural logic. Our conclusion is that the former remains a viable and well-motivated framework for the analysis of plurals. (shrink)

Prima parte. Genealogia heideggeriana del pensiero di Luig Pareyson e di Gianni Vattimo -- Seconda parte. Ontologie ed ermeneutiche del cristianesimo -- Conclusione -- Appendice I. Intervista a Gianni Vattimo -- Appendice II. Intervista a Claudio Ciancio -- Bibliografia. Martin Heidegger ; Luigi Pareyson ; Gianni Vattimo ; Altri autori.

We present an algorithm for concept combination inspired and informed by the research in cognitive and experimental psychology. Dealing with concept combination requires, from a symbolic AI perspective, to cope with competitive needs: the need for compositionality and the need to account for typicality effects. Building on our previous work on weighted logic, the proposed algorithm can be seen as a step towards the management of both these needs. More precisely, following a proposal of Hampton [1], it combines two weighted (...) Description Logic formulas, each defining a concept, using the following general strategy. First it selects all the features needed for the combination, based on the logical distinc- tion between necessary and impossible features. Second, it determines the threshold and assigns new weights to the features of the combined concept trying to preserve the relevance and the necessity of the features. We illustrate how the algorithm works exploiting some paradigmatic examples discussed in the cognitive literature. (shrink)

dolce, the first top-level (foundational) ontology to be axiomatized, has remained stable for twenty years and today is broadly used in a variety of domains. dolce is inspired by cognitive and linguistic considerations and aims to model a commonsense view of reality, like the one human beings exploit in everyday life in areas as diverse as socio-technical systems, manufacturing, financial transactions and cultural heritage. dolce clearly lists the ontological choices it is based upon, relies on philosophical principles, is richly formalized, (...) and is built according to well-established ontological methodologies, e.g. OntoClean. Because of these features, it has inspired most of the existing top-level ontologies and has been used to develop or improve standards and public domain resources (e.g. CIDOC CRM, DBpedia and WordNet). Being a foundational ontology, dolce is not directly concerned with domain knowledge. Its purpose is to provide the general categories and relations needed to give a coherent view of reality, to integrate domain knowledge, and to mediate across domains. In these 20 years dolce has shown that applied ontologies can be stable and that interoperability across reference and domain ontologies is a reality. This paper briefly introduces the ontology and shows how to use it on a few modeling cases. (shrink)

We introduce a family of operators to combine Description Logic concepts. They aim to characterise complex concepts that apply to instances that satisfy \enough" of the concept descriptions given. For instance, an individual might not have any tusks, but still be considered an elephant. To formalise the meaning of "enough", the operators take a list of weighted concepts as arguments, and a certain threshold to be met. We commence a study of the formal properties of these operators, and study some (...) variations. The intended applications concern the representation of cognitive aspects of classi cation tasks: the interdependencies among the attributes that de ne a concept, the prototype of a concept, and the typicality of the instances. (shrink)

Many aspects of how humans form and combine concepts are notoriously difficult to capture formally. In this paper, we focus on the representation of three particular such aspects, namely overexten- sion, underextension, and dominance. Inspired in part by the work of Hampton, we consider concepts as given through a prototype view, and by considering the interdependencies between the attributes that define a concept. To approach this formally, we employ a recently introduced family of operators that enrich Description Logic languages. These (...) operators aim to characterise complex concepts by collecting those instances that apply, in a finely controlled way, to ‘enough’ of the concept’s defin- ing attributes. Here, the meaning of ‘enough’ is technically realised by accumulating weights of satisfied attributes and comparing with a given threshold that needs to be met. (shrink)

Plural expressions found in natural languages allow us to talk about many objects simultaneously. Plural logic — a logical system that takes plurals at face value — has seen a surge of interest in recent years. This book explores its broader significance for philosophy, logic, and linguistics. What can plural logic do for us? Are the bold claims made on its behalf correct? After introducing plural logic and its main applications, the book provides a systematic analysis of the relation between (...) this logic and other theoretical frameworks such as set theory, mereology, higher-order logic, and modal logic. The applications of plural logic rely on two assumptions, namely that this logic is ontologically innocent and has great expressive power. These assumptions are shown to be problematic. The result is a more nuanced picture of plural logic's applications than has been given thus far. Questions about the correct logic of plurals play a central role in the final chapters, where traditional plural logic is rejected in favor of a "critical" alternative. The most striking feature of this alternative is that there is no universal plurality. This leads to a novel approach to the relation between the many and the one. In particular, critical plural logic paves the way for an account of sets capable of solving the set-theoretic paradoxes. (shrink)

What is absolutely unrestricted quantification? We distinguish two theoretical roles and identify two conceptions of absolute generality: maximally strong generality and maximally inclusive generality. We also distinguish two corresponding kinds of absolute domain. A maximally strong domain contains every potential counterexample to a generalisation. A maximally inclusive domain is such that no domain extends it. We argue that both conceptions of absolute generality are legitimate and investigate the relations between them. Although these conceptions coincide in standard settings, we show how (...) they diverge under more complex assumptions about the structure of meaningful predication, such as cumulative type theory. We conclude by arguing that maximally strong generality is the more theoretically valuable conception. (shrink)

A prominent objection against the logicality of second-order logic is the so-called Overgeneration Argument. However, it is far from clear how this argument is to be understood. In the first part of the article, we examine the argument and locate its main source, namely, the alleged entanglement of second-order logic and mathematics. We then identify various reasons why the entanglement may be thought to be problematic. In the second part of the article, we take a metatheoretic perspective on the matter. (...) We prove a number of results establishing that the entanglement is sensitive to the kind of semantics used for second-order logic. These results provide evidence that by moving from the standard set-theoretic semantics for second-order logic to a semantics which makes use of higher-order resources, the entanglement either disappears or may no longer be in conflict with the logicality of second-order logic. (shrink)

According to the singular conception of reality, there are objects and there are singular properties, i.e. properties that are instantiated by objects separately. It has been argued that semantic considerations about plurals give us reasons to embrace a plural conception of reality. This is the view that, in addition to singular properties, there are plural properties, i.e. properties that are instantiated jointly by many objects. In this article, I propose and defend a novel semantic account of plurals which dispenses with (...) plural properties and thus undermines the semantic argument in favor of the plural conception of reality. (shrink)

Quine maintained that philosophical and scientific theorizing should be conducted in an untyped language, which has just one style of variables and quantifiers. By contrast, typed languages, such as those advocated by Frege and Russell, include multiple styles of variables and matching kinds of quantification. Which form should our theories take? In this article, I argue that expressivity does not favour typed languages over untyped ones.

In constructional ontology, entities emerge by construction, that is, from the application of constructors to objects. We explore this approach to ontology, focusing on three modules: the constructors, the inputs to the constructors, and the constructional process. Our aim is to identify and assess some key theoretical choices arising in an ontology of this kind.

The Overgeneration Argument is a prominent objection against the model-theoretic account of logical consequence for second-order languages. In previous work we have offered a reconstruction of this argument which locates its source in the conflict between the neutrality of second-order logic and its alleged entanglement with mathematics. Some cases of this conflict concern small large cardinals. In this article, we show that in these cases the conflict can be resolved by moving from a set-theoretic implementation of the model-theoretic account to (...) one which uses higher-order resources. (shrink)

È la morte la cartina al tornasole che rivela l’atteggiamento esistenziale che si concretizza nel rapporto con l’altro. Dal modo in cui la si valuta, e, conseguentemente, dal modo in cui si vive, dipende il grado di autenticità della propria esistenza. Per argomentare la suddetta tesi ricorreremo al racconto di Tolstòj La morte di Ivàn Il’íc.

Abstract: L’articolo si propone di individuare i caratteri costitutivi della cura attraverso un’analisi simbolica della parabola del buon Samaritano, nella quale il rapporto con l’altro presuppone la nostalgia del totalmente Altro. Key words: simbolo, liberazione, responsabilità, agape, attraversare, coscienza.

This article addresses the questions “why do we still have to read Kant today?”, “what kind of responses can he give us in the era of global terrorism?”. In other terms, today, “What does it mean to orient oneself in thinking?”. Because his concept of renewed religious laity, distant from both fanatic fundamentalism and indifferent secularism, becomes the compass we can only rely on and authentically trust in the relationship with the other. Issues identified on reading the interesting kantian work, (...) studied during the last academic year and discussed in the meeting of the 17th March 2017 between Liceo Classico “La Farina” and DICAM of the University in Messina, in the context of the project Tradition and Contemporaneity, set by the Italian Philosophical Society (SFI). (shrink)

Nell’illustrare la specificità dell’approccio mitico-simbolico o ‘mitologico’ nell’analisi dei fenomeni politici il saggio evidenzia l’esigenza di un rinnovamento critico della concezione antropologica, che non limitandosi all’analisi della “finitudine”, della “condizionatezza” e “nullità”,dialetticamente comprenda il ricorso alla tematica della libertà intesa come liberazione e del connesso ineludibile problema di educarla.

Personality research has functioned under the prevailing influence of middle-level theorizing sufficiently long to justify consideration of the effects of this approach. Despite improvements in precision and testability of hypotheses, with resulting increases in volume of research, the pervasive effect of several practical dangers of middle-level theorizing are identified. These involve the unappreciated failure to test comprehensive theories when concepts from them have been extirpated, overly-weak justification of research methods, a vanity of small differences, and insufficient theoretical precision in framing (...) empirical efforts. Ways of avoiding these dangers are explored, and it is concluded that the most promising is a comparative analytic stance toward inquiry that reconsiders comprehensive theorizing without courting ambiguity and imprecision. (shrink)

This paper, written in an accessible voice for a general audience, proposes a new framework for understanding intelligence that eschews Sapiencentric definitions of sentience or consciousness. It introduces two original terms, Noetic Intelligence (intellect without emotion, derived from Aristotle's concept of nous) and Sapient Intelligence (intellect inseparable from emotion, characteristic of human cognition), and argues that these represent parallel, non-hierarchical forms of intelligence under the shared umbrella of intelligence. The paper engages with Aristotle, Nagel, Searle, and Wittgenstein to challenge the (...) assumption that intelligence must resemble human experience to be recognized as such, and proposes 'Unique Among Equals' as an ethical framework for how humanity should approach non-human intelligence. An academic version is forthcoming. (shrink)

Acceptable analyticities, i.e. contradictions or tautologies, constitute problematic evidence for the idea that language includes a deductive system. In recent discussion, two accounts have been presented in the literature to explain the available evidence. According to one of the accounts, grammatical analyticities are accessible to the system but a pragmatic strengthening repair mechanism can apply and prevent the structures from being actually interpreted as contradictions or tautologies. The proposed data, however, leaves it open whether other versions of the meaning modulation (...) operation are required. Novel evidence we present argues that a loosening version of the repair mechanism must be available. Our observation concerns acceptable lexical contradictions that cannot be rescued if only a strengthening version of the pragmatic strategy is available. (shrink)

In this paper we focus on the logicality of language, i.e. the idea that the language system contains a deductive device to exclude analytic constructions. Puzzling evidence for the logicality of language comes from acceptable contradictions and tautologies. The standard response in the literature involves assuming that the language system only accesses analyticities that are due to skeletons as opposed to standard logical forms. In this paper we submit evidence in support of alternative accounts of logicality, which reject the stipulation (...) of a natural logic and assume instead the meaning modulation of nonlogical terms. (shrink)

This note focuses on the interaction between logic and grammar and discusses whether logical rules are irrelevant for syntactic formation. Classical evidence for the independence of syntax from logic comes from the acceptability of analytic propositions. Based on this piece of evidence, various authors in traditional discussions pronounced that language is illogical. This note focuses instead on two ways to oppose such pronouncements. In Gramscian linguistics, one can maintain that language is not illogical by broadening the notion of language one (...) adopts. In an alternative account we submit, one can oppose those pronouncements by restricting the notion of analyticity which is assumed to be relevant for syntactic formation. (shrink)

Lanthimos’ film, The Killing of a Sacred Deer, though widely unpopular, can be seen as a profound interpretation of the question of our freedom to choose and how unconditional love leads us to self-responsibility. The film is rich with symbolism which echoes Iphigenia with subtle Christian references, such as the use of Schubert’s Jesus Christus and Bach’s St. John Passion. Perhaps the film has been poorly received also because of the actors’ striking performances which, without seeing the meaning of the (...) story, could be considered wooden. Rather, the coldness of the characters is intentional because it portrays the shirking of responsibility for our actions which turns a person into a lifeless being. Keywords: Agape, freedom, Greek tragedy, justice, responsibility. (shrink)

Il volume introduce una nuova prospettiva sul rapporto tra senso e controsenso nelle lingue naturali. Le concezioni tradizionali attribuivano alla grammatica il compito di definire l’ambito della sensatezza linguistica – di ciò che ha senso dire in una data lingua – e presumevano che nel far ciò essa ammettesse come possibili (e quindi sensate) strutture che non trasmettono informazioni significative sul mondo. È il caso delle contraddizioni classiche, che non a caso i parlanti giudicano ammissibili benché letteralmente “controsense”. Eppure, la (...) ricerca più recente intorno alla logica delle lingue naturali ha portato alla luce l’esistenza di strutture che vengono giudicate inammissibili proprio perché non sono informative; a differenza delle strutture classiche, in questi casi la mancanza di informatività non può essere risolta per mezzo di reinterpretazioni contestuali. Il libro riflette sulle implicazioni teoriche di tali risultati, che integra criticamente nel contesto delle discussioni filosofiche (Husserl, Carnap, ma anche Benedetto Croce) e linguistiche (Chomsky, evidentemente, ma anche Richard Montague). Giunge ad affermare la presenza nelle lingue di una naturale inclinazione all’informatività, che determina un allargamento per via pratica delle loro possibilità espressive. Aderisce, in ultimo, a una radicalizzazione del proposito wittgensteiniano di limitare il dicibile alla sfera del contingente. (shrink)

Even-like particles have widely been analyzed as inducing scalar and additive presuppositions (cf. Horn 1969; Karttunen & Peters 1979; Rooth 1992; Gast & van der Auwera 2011). However, the additivity of even has been controversial since at least Horn 1992 and increasingly called into question (see Greenberg & Umbach 2021 for references); Greenberg specifically argues that scalar even-like particles can vary in additivity. This claim is surprising in light of the typological study in Gast & van der Auwera 2011, which (...) subsumes even and similar expressions under a larger class of additive particles. Against this background, we present an analysis of Italian addirittura, which with perfino has been described as scalar-additive (Visconti 2005) – but only optionally so – and is chosen preferentially over perfino precisely in those contexts that Greenberg takes to challenge the additivity of even. We argue, drawing on observations in Atayan 2017, that addirittura contrasts with perfino in deriving its scalar alternatives from rhetorical structure rather than focus structure. Once this is recognized we can view addirittura as additive, after all, in a rhetorical sense we describe below. (shrink)

Building on Łukasiewicz’s recognition of a psychological formulation of the contradiction principle in Aristotle, in this note we explore the possibility of an alternative treatment of the principle, which is still based on understanding it as a psychical function. We assume the recent logicality of language hypothesis, which proposes that the rules of formation in natural languages are sensitive to logical considerations, to the point that some contradictory structures are taken to be excluded as ungrammatical precisely due to their logical (...) status. Based on the inclusion of the hypothesis within a mentalistic conception of the language system, we note that in the account rejecting a contradiction does not imply any conscious recognition by speakers; we then speculate that it is possible to overcome Łukasiewicz’s criticism, to the effect that the psychological principle cannot be an empirical law, by adopting a universalistic assumption of the «constitutional uniformity of individuals». (shrink)

In this book an introduction to the grammatical view of the scalar implicature phenomenon is presented. A detailed overview is offered concerning the embeddability of the exhaustivity operator, and the contextual dependance of the alternatives generation process. The theoretical implications of the grammatical view with respect to the abductive character of the scalar implicature are also discussed. A pragmatic account of the assertive content is proposed in correlation with a blindness-based account of the semantic content carried by scalar sentences, in (...) order to ensure that the information globally conveyed by the latter is sometimes different from the semantic content automatically generated. -/- . (shrink)

Negli ultimi quindici anni la letteratura filosofico-linguistica ha registrato un rinnovato interesse per i meccanismi di implicatura, specialmente del tipo scalare. In buona parte, l’interesse stato suscitato dall’emergere di una prospettiva grammaticale, secondo la quale i fenomeni di implicatura scalare sarebbero conseguenza di un meccanismo interpretativo incassato nella logica delle lingue naturali, e quindi riferibile al componente semantico dell’architettura cognitiva umana. L’obiettivo di questo testo fornire una presentazione di alcuni tra gli argomenti che hanno motivato l’emergere della prospettiva grammaticale. Inizieremo, (...) con una descrizione del fenomeno di implicatura scalare, sostanzialmente condivisa dai fautori delle diverse prospettive. Quindi, approfondiremo la nostra comprensione del fenomeno, pre- sentando alcuni punti fermi della prospettiva pragmaticista, e mostrandone i punti di debolezza individuati dai fautori della prospettiva grammaticale. Infine, presenteremo la prospettiva grammaticale, presentando da una parte i vantaggi che questo approccio presenta rispetto alla prospettiva pragmaticista, e dall’altra discutendo le sfide che attendono questa nuova prospettiva. (shrink)

In questa nota si fornisce un esempio preliminare di analisi pragmatica delle strutture musicali. Nell’analisi, la stipulazione di una pragmatica musicale segue strettamente recenti proposte presentate in ambito semantico, in cui si illustrano le potenziali virtù rappresentazionali delle strutture musicali. In particolare, in questa nota si suggerisce la presenza di strategie di ricostruzione dei significati musicali le quali intervengono a prevenire la realizzazione di contenuti semantici contraddittori. L’evidenza utilizzata è ricavata da alcune misure del madrigale primo del II libro dei (...) madrigali di Monteverdi (1590), e dal testo (di T. Tasso) che le accompagna; sviluppi dell’analisi qui proposta dovranno fondarsi su evidenze indipendenti e auspicabilmente naturali. (shrink)

The volume investigates the ways in which oppression, marginalization, and misrecognition are determined and/or fostered by practices, social standards, and attitudes concerning intersectional identities and how we should conceptualize social groups against these circumstances. The various contributions, from different perspectives, tackle how forms of oppression can be directed toward individuals qua members of a specific group and can involve systemic forms of misrecognition often coupled with unwarranted biases regarding the epistemic credibility of these individuals. Different contributions reason upon how social (...) discrimination against members of racialized, sexualized, or otherwise stigmatized and oppressed groups must be understood as institutional, structural, or systemic phenomena deeply embedded in the social system of our political societies. From this normative framework it follows that addressing injustices related to identity groups requires clarifying the self-reinforcing dynamics between structural disadvantages and identity-based prejudices. These forms of injustice take stock of the constrained position in which members of disadvantaged groups find themselves given the “unintended consequences of the combination of the actions of many people” (Young 2011, p. 53). (shrink)

To celebrate his 80th birthday, the Roman universities of Roma Tre and the Pontifical Athenaeum S. Anselmo organised in May 2016 a conference entitled Around Gianni Vattimo. Friends, students and young researchers gathered for a moment of 'conversation' with one of the most important figures in contemporary Italian philosophy to retrace together some of the paths that Vattimo himself traced and opened up during his long academic and political career. Among the various themes of his thought, hermeneutics, Christianity and politics (...) were those privileged by the interventions of these memorable days: these in fact constitute the essential axes of the present volume that makes us re-read the fundamental knots of his philosophy. This work takes place under the banner of a new way of understanding philosophical research, no longer as the conquest of a unique and definitive knowledge, but as an infinite interpretative task, just as Heidegger and Nietzsche, the main authors of reference of the father of 'weak thought', now allow him to understand the search for Being that is given in language. (shrink)

Despite a large and multifaceted effort to understand the vast landscape of phenotypic data, their current form inhibits productive data analysis. The lack of a community-wide, consensus-based, human- and machine-interpretable language for describing phenotypes and their genomic and environmental contexts is perhaps the most pressing scientific bottleneck to integration across many key fields in biology, including genomics, systems biology, development, medicine, evolution, ecology, and systematics. Here we survey the current phenomics landscape, including data resources and handling, and the progress that (...) has been made to accurately capture relevant data descriptions for phenotypes. We present an example of the kind of integration across domains that computable phenotypes would enable, and we call upon the broader biology community, publishers, and relevant funding agencies to support efforts to surmount today's data barriers and facilitate analytical reproducibility. (shrink)

The present paper presents experimental evidence confirming that contextually mismatching scalar implicatures can be generated even when quantifiers range over empty domains. In the literature, this possibility has been interpreted as providing further evidence for a grammatical approach to scalar implicatures. The main result presented here is that scalar sentences with empty domains are judged as more infelicitous when associated with a mismatching implicature than variants with the same empty domains but associated with a non-mismatching implicature. We interpret this result (...) as suggesting that the infelicity judgment associated with the first kind of sentence stems from the cumulative effect of the mismatching implicature and the contextual domain emptiness. Compared to previous literature on blind implicatures, our results indicate that the body of knowledge involved in relevance assignments is restricted to ignoring existential determination while still considering the properties attributed to nonexistent entities. They also show that, while not blocking implicature generation, contextual domain emptiness plays a role in speakers’ evaluation of scalar sentences, reflecting the unconscious nature of scalar implicature generation. (shrink)

Accountability is a cornerstone of the governance of artificial intelligence (AI). However, it is often defined too imprecisely because its multifaceted nature and the sociotechnical structure of AI systems imply a variety of values, practices, and measures to which accountability in AI can refer. We address this lack of clarity by defining accountability in terms of answerability, identifying three conditions of possibility (authority recognition, interrogation, and limitation of power), and an architecture of seven features (context, range, agent, forum, standards, process, (...) and implications). We analyse this architecture through four accountability goals (compliance, report, oversight, and enforcement). We argue that these goals are often complementary and that policy-makers emphasise or prioritise some over others depending on the proactive or reactive use of accountability and the missions of AI governance. (shrink)

This article advances an explanatory model of the academic and policy debate on AI as legal persons. It argues that the scientific and regulatory debate on AI as legal persons undergoes periods of relative stability interrupted by rapid paradigm shifts. Three interrelated factors primarily influence these oscillations: (1) competing theories of legal personhood (clustered versus singularist), (2) capability, embodiment, and commercial reach of AI technology, and (3) AI's integration within socio-digital institutions. Two additional forces modulate the depth and durability of (...) any shift: (4) the overlap and internal consistency of cross‑domain legal regimes (data protection, agency, liability, cybersecurity); and (5) the body of judicial precedents (or their scarcity) on extending personhood. Specific convergences of these factors create pressure for status reconsideration; absent them, equilibrium returns. Current EU law and case practice are explained by partial convergence—capability/diffusion surges and some cluster‑theory uptake without sufficiently embedding AI in rights‑bearing institutional roles—and by the damping effect of dense, interlocking legal regimes, plus scarce and negative judicial precedents. Case law suggests that, without explicit legislation, courts are unlikely to grant AI legal personhood on their own. Prospective movement would require demonstrable de facto social personhood: sustained, role‑based participation within socio-digital institutions that creates governance gaps that existing doctrines cannot internalize. The article concludes by assessing near- and long‑term prospects — from generative AI, autonomous agents, social robots, and digital twins to brain–machine interface — highlighting conditional pathways rather than deterministic trajectories. (shrink)

The EU proposal for the Artificial Intelligence Act (AIA) defines four risk categories: unacceptable, high, limited, and minimal. However, as these categories statically depend on broad fields of application of AI, the risk magnitude may be wrongly estimated, and the AIA may not be enforced effectively. This problem is particularly challenging when it comes to regulating general-purpose AI (GPAI), which has versatile and often unpredictable applications. Recent amendments to the compromise text, though introducing context-specific assessments, remain insufficient. To address this, (...) we propose applying the risk categories to specific AI scenarios, rather than solely to fields of application, using a risk assessment model that integrates the AIA with the risk approach arising from the Intergovernmental Panel on Climate Change (IPCC) and related literature. This model enables the estimation of the magnitude of AI risk by considering the interaction between (a) risk determinants, (b) individual drivers of determinants, and (c) multiple risk types. We use large language models (LLMs) as an example. (shrink)

The EU Artificial Intelligence Act (AIA) defines four risk categories for AI systems: unacceptable, high, limited, and minimal. However, it lacks a clear methodology for the assessment of these risks in concrete situations. Risks are broadly categorized based on the application areas of AI systems and ambiguous risk factors. This paper suggests a methodology for assessing AI risk magnitudes, focusing on the construction of real-world risk scenarios. To this scope, we propose to integrate the AIA with a framework developed by (...) the Intergovernmental Panel on Climate Change (IPCC) reports and related literature. This approach enables a nuanced analysis of AI risk by exploring the interplay between (a) risk determinants, (b) individual drivers of determinants, and (c) multiple risk types. We further refine the proposed methodology by applying a proportionality test to balance the competing values involved in AI risk assessment. Finally, we present three uses of this approach under the AIA: to implement the Regulation, to assess the significance of risks, and to develop internal risk management systems for AI deployers. (shrink)

Regulation is nothing without enforcement. This particularly holds for the dynamic field of emerging technologies. Hence, this article has two ambitions. First, it explains how the EU´s new Artificial Intelligence Act (AIA) will be implemented and enforced by various institutional bodies, thus clarifying the governance framework of the AIA. Second, it proposes a normative model of governance, providing recommendations to ensure uniform and coordinated execution of the AIA and the fulfilment of the legislation. Taken together, the article explores how the (...) AIA may be implemented by national and EU institutional bodies, encompassing longstanding bodies, such as the European Commission, and those newly established under the AIA, such as the AI Office. It investigates their roles across supranational and national levels, emphasizing how EU regulations influence institutional structures and operations. These regulations may not only directly dictate the structural design of institutions but also indirectly request administrative capacities needed to enforce the AIA. (shrink)

The idea that qualities can be had partly or to an intermediate degree is controversial among contemporary metaphysicians, but also has a considerable pedigree among philosophers and scientists. In this paper, we first aim to show that metaphysical sense can be made of this idea by proposing a partial taxonomy of metaphysical accounts of graded qualities, focusing on three particular approaches: one which explicates having a quality to a degree in terms of having a property with an in-built degree, another (...) based on the idea that instantiation admits of degrees, and a third which derives the degree to which a quality is had from the aspects of multi-dimensional properties. Our second aim is to demonstrate that the choice between these accounts can make a substantial metaphysical difference. To make this point, we rely on two case studies (involving quantum observables and values) in which we apply the accounts in order to model apparent cases of metaphysical gradedness. (shrink)

The complexity and emergent autonomy of Generative AI systems introduce challenges in predictability and legal compliance. This paper analyses some of the legal and regulatory implications of such challenges in the European Union context, focusing on four areas: liability, privacy, intellectual property, and cybersecurity. It examines the adequacy of the existing and proposed EU legislation, including the Artificial Intelligence Act (AIA), in addressing the challenges posed by Generative AI in general and LLMs in particular. The paper identifies potential gaps and (...) shortcomings in the EU legislative framework and proposes recommendations to ensure the safe and compliant deployment of generative models. (shrink)

Regulating emerging technologies involves balancing the mitigation of risks with the promotion of innovation; a balance frequently seen as a zero-sum "dilemma of control". Regulatory sandboxes offer a practical way to address this dilemma by enabling controlled, evidence-based testing of new technologies. In this article, we examine the regulatory sandbox framework introduced by the EU Artificial Intelligence Act (AIA). We argue that the AIA's multi-level governance structure represents a shift from traditional sandbox models by prioritizing regulatory learning over technological disruption (...) and expanding public interest considerations to include strategically aligned commercial innovations. Afterwards, we identify governance challenges across three sandbox phases-pre-testing, testing, and post-testing-and propose structured solutions. Our analysis suggests that effective sandbox governance requires specific mechanisms: tailored entry criteria, precise pipeline placement guidance, and multi-agency coordination in pre-testing; experimental realism and continuous risk classification updates during testing; and clear graduation criteria with robust transition support in post-testing. (shrink)

Much of the hype about AI exploits the fact that human cognition, language, and categorization rely on imaginative scaffolding. Some degree of metaphor and conceptual borrowing should not be seen as a methodological failure. Law does not meet AI as a blank slate. It reaches for metaphors and other imaginative patterns that make the unfamiliar legible, channeling attention toward certain features and away from others. These are not superficial rhetorical devices, but imaginative patterns that do real work: They frame risks, (...) allocate authority, and steer doctrinal development. The paper uses cognitive linguistics to trace how imaginative patterns structure the regulatory agenda and create path dependence. It concentrates on three especially influential conceptions that circulate across technical, legal, and public discourse: (artificial) intelligence, black box, and hallucinations. “Intelligence” invites personification and prototype effects that lead to misplaced assumptions about agency, even though what is actually being produced is best described as a simulation of a much narrower capacity associated with intelligence: linguistic competence. “Black box” turns a distributed sociotechnical system into a metaphoric bounded container, misleadingly focusing concerns about transparency and responsibility on the model abstracted from its development and implementation. “Hallucinations” imports from psycho-pathology an inappropriate frame which obscures the fact that many errors are foreseeable products of intentional choices. We suggest, instead, reframing them as deferential hazards that arise from design features and expected interactional dynamics. (shrink)

One might suppose that Everettian quantum mechanics (EQM) is inhospitable to metaphysial indeterminacy (MI), given that, as A. Wilson (2020) puts it, "the central idea of EQM is to replace indeterminacy with multiplicity" (77). But as Wilson goes on to suggest, the popular decoherence-based understanding of EQM (henceforth: DEQM) appears to admit of indeterminacy in both world number and world nature, where the latter indeterminacy---our focus here---is plausibly metaphysical. After a brief presentation of DEQM (S1), we bolster the case for (...) there being MI in world nature in DEQM (S2). The remainder of the paper is devoted to a comparative assessment of the two main approaches to MI for purposes of accommodating this MI---namely, a metaphysical supervaluationist approach (as per Barnes and Williams 2011) and a determinable-based approach (as per Wilson 2013 and Calosi and Wilson 2018 and 2021). We briefly describe each approach (S3), then offer arguments in favour of a determinable-based approach to world nature MI in DEQM (S4). (shrink)

This chapter explores the influence of Artificial Intelligence (AI) on digital democracy, focusing on four main areas: citizenship, participation, representation, and the public sphere. It traces the evolution from electronic to virtual and network democracy, underscoring how each stage has broadened democratic engagement through technology. Focusing on digital citizenship, the chapter examines how AI can improve online engagement while posing privacy risks and fostering identity stereotyping. Regarding political participation, it highlights AI's dual role in mobilising civic actions and spreading misinformation. (...) Regarding representation, AI's involvement in electoral processes can enhance voter registration, e-voting, and the efficiency of result tabulation but raises concerns regarding privacy and public trust. Also, AI's predictive capabilities shift the dynamics of political competition, posing ethical questions about manipulation and the legitimacy of democracy. Finally, the chapter examines how integrating AI and digital technologies can facilitate democratic political advocacy and personalised communication. However, this also comes with higher risks of misinformation and targeted propaganda. (shrink)

In this paper we argue that, contrary to what is widely assumed in the literature, Kit Fine's fragmentalist interpretation of special relativity is not empirically equivalent to its orthodox reading. Our main argument crucially depends on a classic relativistic phenomenon, the Twin Paradox. We then discuss other variants of relativistic fragmentalism that promise to escape the argument.