This report aims to offer insights into cutting-edge research on digital well-being. Many of these insights come from a 2-day academic-impact event, The Future of Digital Well-Being, hosted by a team of researchers working with the Royal Netherlands Academy of Arts and Sciences (KNAW) in February 2024. Today, achieving and maintaining well-being in the face of online technologies is a multifaceted challenge that we believe requires using theoretical resources of different research disciplines. This report explores diverse perspectives on how digital (...) well-being can be actively cultivated, while also emphasising the importance of considering individual differences, societal contexts, and nuanced cultural factors. We aim to offer a holistic view of the future of digital well-being, one that will inspire the next generation of designers of online tools, as well as policymakers who will regulate these tools. We start by asking what digital well-being is – how we can best define a concept that is used by diverse stakeholders and researchers from many disciplines in various ways. To do this, we explore the classic ethical theories of well-being, showing how they can give us insights into how the term digital well-being is currently deployed. We then move to look at the existing strategies that have been proposed to actively cultivate digital well-being, exploring the business models that threaten digital well-being and the relative advantages of the digital and non-digital solutions that are currently proposed. On the one hand, digital tools – such as Apple’s Screen Time and app blockers such as Opal and Forest – integrate seamlessly with the digital lifestyles of users. They also create precise metrics for digital well-being, which facilitates their solutions to reduce screen time. On the other hand, non-digital solutions, including mindfulness practices, digital detoxes, and digital well-being coaching, offer a new set of tools to reconnect individuals to their natural rhythms and help to actively promote offline activities. We then move to discuss diversity and how various groups of users have strikingly different digital well-being needs. Embracing neurodiversity in digital well-being is crucial as it strongly impacts the users’ experience of online technologies. When designing for diversity, organisations and designers alike need to prioritise customization for people with physical disabilities, mitigate harmful content for users with mental well-being conditions, address gender stereotypes and online harassment, and be designed in ways that recognize the very real risks of online technologies. This report closes by examining cultural differences. We believe that non-Western conceptions of well-being offer rich sources for enhancing digital well-being insofar as these traditions can inform and inspire the designers of future online technologies. We focus on East-Asian and South-Asian traditions, although in further work we recognise it would be useful to investigate conceptions of well-being that are influential in the Gulf region, Africa, and South America. Each of these areas have ethical frameworks that discuss well-being in depth as well as a rich cultural heritage. In conclusion, this report’s insights underscore the imperative of recognizing diversity in digital well-being, both in terms of cultural contexts and disciplinary perspectives. It emphasises the need for culturally responsive design methodologies and the integration of non-Western philosophical perspectives into current digital well-being research. Embracing this diversity, we believe, offers the best chance to create digital environments that prioritise well-being for users and the societies they live in across the world. Ultimately, we believe that it is not only about designing better online products; it’s about shaping a digital landscape that promotes well-being and flourishing for everyone. (shrink)

The theory of notitiae naturales or κοιναὶ ἔννοιαι was part of the ancient Stoic epistemology. It served as precondition of any knowledge. Within the framework of the humanist rediscovery of ancient sources this theory became an important aspect of Philipp Melanchthon’s theological anthropology. This paper examines the polyvalent perspectives of the theory of notitiae naturales in Melanchthon’s philosophy and the role it played among Lutheran and Calvinist scholars, particularly regarding Rom 1: 19, where Paul stated some kind of a natural (...) knowledge of God. The idea of notitiae communes or “common notions” as an a priori precondition of knowledge was widely spread both on the continent and in England in early modernity. It came to an end by John Locke’s critique in his Essay Concerning Human Understanding. (shrink)

Wilhelm Dilthey und Hans-Georg Gadamer waren wohl die beiden letzten großen Gelehrten, die Philipp Melanchthon als Philosophen ernst genommen hatten. Im 20. Jahrhundert war dieser weitgehend nur ein Thema der Reformationsgeschichte. In den vergangenen wenigen Jahrzehnten hat sich die Forschungssituation jedoch wesentlich verändert. Melanchthon ist in das Blickfeld der allgemeinen Wissenschafts- und Bildungsgeschichte, aber auchvon Einzeldisziplinen wie der Dialektik- und Rhetorikforschung gerückt. Tatsächlich vertrat dieser, 1518 als Gräzist nach Wittenberg berufen, nicht nur mit den "artes liberales", ergänzt durch Geschichte und (...) Literatur, die damaligen Fächer der philosophischen Fakultät. Seine vielfältigen Kommentare, Scholien und Paraphrasen selbst zu den höheren Disziplinen, der Anthropologie und Naturphilosophie, der Ethik und Politik, der Staats- und Rechtsphilosophie weisen ihn als einen universalen Gelehrten des 16. Jahrhunderts aus, der vielfältige Spuren im damaligen Europa hinterließ. (shrink)

The “attention economy” refers to the tech industry’s business model that treats human attention as a commodifiable resource. The libertarian critique of this model, dominant within tech and philosophical communities, claims that the persuasive technologies of the attention economy infringe on the individual user’s autonomy and therefore the proposed solutions focus on safeguarding personal freedom through expanding individual control. While this push back is important, current societal debates on the ethics of persuasive technologies are informed by a particular understanding of (...) attention, rarely posited explicitly yet assumed as the default. They share the same concept of attention, namely an individualistic and descriptive concept of attention that is a cognitive process, an expendable resource, something that one should control individually. We step away from a negative analysis in terms of external distractions and aim for positive answers, turning to Buddhist ethics to formulate a critique of persuasive technology from a genuinely ethical perspective. Buddhist ethics points at our attention’s inescapable ethical and ontological embeddedness. Attention as practice requires “the right effort” to distinguish desirable and undesirable states, the “right concentration” to stop the flow we are caught in, and the “right mindfulness” to fortify the ability to attend to the present situation and keep in mind a general sense of life’s direction. We offer input for further philosophical inquiry on attention as practice and attention ecology. We put forward comfort/effort and individualism/collectivism as two remaining central tensions in need of further research. (shrink)

philosophie, die sich als Disziplin rationaler Argumentation versteht, tut sich heutzutage mit Erzahlungen schwer, weil Erzahlen ein dezidiert von jeder formalen Logik abweichendes Konzept der Reprasentation darstellt. Dabei gibt es eine reichhaltige Tradition, in der die enge Verbindung von Geschichte und Geschichten sowohl als produktives Element philosophischer Reflexion als auch als strukturierendes Konzept historischer Selbstbezeugung dient. Das Paradigma der Erzahlung stiftet durch seine Geschlossenheit, die dem Faktischen immer an antizipierter Einheit und Ganzheit voraus liegt, die Moglichkeit, unverfugbare Geschehen zu interpretieren. (...) Die Bewaltigung einer lebenswirklichen Gesamtheit wird dadurch rational erfassbar und lasst sich verwalten. Zum anderen ist die Perspektive einer erzahlten Vernunft die Frage nach dem Sinn einer Wirklichkeit, die von sich aus keinen Sinn preisgibt. Indem Philosophie erzahlt, offnet sie hermeneutisch eine Tur zum Verstandnis von Wirklichkeit und ihrer selbst. Hermeneutik ist dann vor allem die Darstellung der immanenten Momente eines Sinnes, der im Nachvollzug seiner Darstellung erst zur Erscheinung gebracht werden kann. ". (shrink)

Recent advances in artificial intelligence offer many beneficial prospects. However, concerns have been raised about the opacity of decisions made by these systems, some of which have turned out to be biased in various ways. This article makes a contribution to a growing body of literature on how to make systems for automated decision-making more transparent, explainable, and fair by drawing attention to and further elaborating a distinction first made by Nozick between first-level bias in the application of standards and (...) second-level bias in the choice of standards, as well as a second distinction between discrimination and arbitrariness. Applying the typology developed, a number of illuminating observations are made. First, it is observed that some reported bias in automated decision-making is first-level arbitrariness, which can be alleviated by explainability techniques. However, such techniques have only a limited potential to alleviate first-level discrimination. Second, it is argued that second-level arbitrariness is probably quite common in automated decision-making. In contrast to first-level arbitrariness, however, second-level arbitrariness is not straightforward to detect automatically. Third, the prospects for alleviating arbitrariness are discussed. It is argued that detecting and alleviating second-level arbitrariness is a profound problem because there are many contrasting and sometimes conflicting standards from which to choose, and even when we make intentional efforts to choose standards for good reasons, some second-level arbitrariness remains. (shrink)

On the one hand, we find secularized approaches to theology stemming from the Death of God movement of the 1960s, particularly as pursued by North American religious thinkers such as Thomas J.J. Altizer, Mark C. Taylor, Charles Winquist, Carl Raschke, Robert Scharlemann, and others, who stress that the possibilities for theological discourse are fundamentally altered by the new conditions of our contemporary world. Our world today, in their view, is constituted wholly on a plane of immanence, to such an extent (...) that traditional appeals to faith in an other world become difficult to take as more than self-deception and willful blindness to our human reality. On the other hand, we hear the assertion of a new lease on life for theology and its traditional affirmation of divine transcendence over and against the putative arrogance of all claims of human autonomy. This claim is advanced particularly by theologians grouped under the banner of the so-called Radical Orthodoxy. Emanating from England, originally from the University of Cambridge in the 1980s and 1990s, this movement includes such theological thinkers as John Milbank, Graham Ward, Rowan Williams, and Catherine Pickstock. It has also explicitly styled itself “post-secularist.” I propose that both approaches are based on not very fully acknowledged and often explicitly denied premises in negative theology, which surprisingly emerges as key to fostering genuine possibilities for dialogue among apparently antagonistic theological approaches. (shrink)

Pragmatism is ever more popular amongst those who study international relations. Its emphasis on practice is generally acknowledged as a defining characteristic. There is, however, a general tension within pragmatist thought concerning practice, for pragmatism may emphasize the theorizing of practice. It is, then, distinguished from other theories in International Relations (IR) such as neo-realism or constructivism as a contender in their midst. We delineate a pragmatist theory of IR in the first part of this article, but insist on going (...) beyond merely establishing the next paradigm, for pragmatism may also emphasize the practice of theorizing. Theories are, then, considered different tools useful for dealing with the social world. This will be corroborated in the second part by a close reading of William James. Finally, we submit that instead of a paradigm war, a metaphor such as that of the Papini hotel is needed in IR — a metaphor that accounts for theory competition without neglecting the limitations set by the practice of theorizing itself. (shrink)

The humanities represent a type of knowledge distinct from, and yet encompassing, scientific knowledge. Drawing on philosophical hermeneutics in the tradition of the Geisteswissenschaften, as well as on the Latin rhetorical tradition and on Greek paideia, this essay presents humanities knowledge as "involved knowing." Science, in principle, abstracts from the subjective, psychological conditions of knowing, including its emotional and willful determinants, as introducing personal biases, and it attempts also to neutralize historical and cultural contingencies. Humanities knowledge, in contrast, focuses attention (...) on precisely these subjective and historical factors as intrinsic to any knowledge in its full human purport. In particular, poetry, which historically is the matrix of knowledge in all fields, including science, deliberately explores and amply expresses these specifically human registers of significance. The poetic underpinnings of knowledge actually remain crucial to human knowing and key to interpreting its significance in all domains, including the whole range of scientific fields, throughout the course of its development and not least in the modern age so dominated by science and technology. (shrink)

Franke, Dulcinati and Pouscoulous also examine a form of covert lying, by considering to what extent speakers use implicatures to deceive their addressee. The participants in their online signaling game had to describe a card, which a virtual coplayer then had to select. When the goal was to deceive rather than help the coplayer, participants produced more false descriptions (overt lies), but also more uninformative descriptions (covert lies by means of an implicature). [73].

This essay represents part of an effort to rewrite the history metaphysics in terms of what philosophy never said, nor could say. It works from the Neoplatonic commentary tradition on Plato's Parmenides as the matrix for a distinctively apophatic thinking that takes the truth of metaphysical doctrines as something other than anything that can be logically articulated. It focuses on Damascius in the 5—6th century AD as the culmination of this tradition in the ancient world and emphasizes that Neoplatonism represents (...) the crisis of Greek metaphysics on account of the inability to give a rational account of foundations for knowing and of the ultimate principle of beings. Neoplatonism discovered how all such ultimate principles were necessarily beyond the reach of reason and speech. This apophatic insight is drawn out with the help of contemporary criticism of Neoplatonic philosophy, defining also some points of divergence. The essay then discusses the motives for thinking the unsayable in postmodern times on the basis of this parallel with Neoplatonic thought. Discourse's becoming critical of itself to the point of self-subversion animates them both. However, the tendency in postmodern thought to totally reject theology, including negative theology, is a betrayal of its own deepest motivations. This tendency is debated through an examination of the thought of Jean-Luc Nancy. While any traditional discourse can be negated, the negating and self-negating capacity of discourse itself is infinite, and this is where a perennial negative theological philosophy of the unsayable is to be located. Language, eminently the language of philosophy, as infinitely open, points in a direction which becomes equally and ineluctably theological. (shrink)

This essay represents a contribution to rewriting the history metaphysics in terms of what philosophy never said, nor could say. It works from the Neoplatonic commentary tradition on Plato’s Parmenides as the matrix for a distinctively apophatic thinking that takes the truth of metaphysical doctrines as something other than anything that can be logically articulated. The hymn is taken to epitomize the kind of discourse that arises in the wake of apophatic negation and witnesses to what the Logos cannot say. (...) The essay contends that metaphysics as a discourse of the unspeakable may prove more viable than any purely logical system could. (shrink)

The United Nations' (UN) adoption of a Declaration on the Rights of Indigenous Peoples is intended to mark a fundamental ethical turn in the relationships between indigenous peoples and the community of sovereign states. This moment is the result of decades of discussion and negotiation, largely revolving around states' discomfort with notion of indigenous self-determination. Member states of the UN have feared that an ethic of indigenous self-determination would undermine the principles of state sovereignty on which the UN is itself (...) grounded. However, such fears are the result of very poor understandings of the ethical principles under which the relations between indigenous peoples and nation-states already have been formed under centuries of European colonialism. The principle of self-determination embraced in this Declaration does not diverge from colonial norms; it entrenches these norms as international policy. Without doubt, indigenous peoples are more likely to benefit than suffer from states' observance of the Articles within this Declaration. Reducing the challenge of indigenous peoples' rights to the notion of self-determination set out in this document, though, misses an extraordinarily important opportunity to critically investigate the ethic of rights that has produced an opposition between nation-states and indigenous peoples to begin with. A true turn in the ethics of this relationship would see not simply the institution of a right to self-determination but, rather, indigenous peoples' right to first determine the nature of self for themselves. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy and Rhetoric 33.2 (2000) 137-153 [Access article in PDF] Metaphor and the Making of Sense: The Contemporary Metaphor Renaissance William Franke Metaphor has gained a new lease on life through the revival of rhetoric in recent decades. For promoters of "la nouvelle rhétorique," such as Gérard Genette and Roland Barthes, rhetoric came to coincide with a total science of language that is practically coextensive with all social (...) and human knowledge, while in the Anglo-Saxon world, Wayne Booth, in the wake of Kenneth Burke, repristinated rhetoric as, not just a technical discipline, but a moral one, and, in fact, an all-embracing criticism of the humanities. 1 The fortunes of metaphor have revived and flourished in tandem with those of rhetoric as a whole. Over the more than two millennia of a progressive eclipse of rhetoric, during which it shrank from its original primacy as the master art of persuasion in law, literature, and politics and, moreover, as the general framework of culture, to the status of an ancillary art of elocution of exclusively formal import, metaphor was eventually confined to being just one particular instance within the schemes of classifications of tropes. It became an affair of style, an ornament of decorative discourse, as rhetoric came to be identified with mere elocutio and was no longer essentially also inventio--the finding of arguments, in which metaphor's role is actually paramount--and dispositio--the ordering of discourse into its syntactic parts, such as exordium, narration, discussion, peroration. As the originally tripartite art and science of rhetoric was amputated of two of its main divisions in the classical model established on the basis of Aristotle's three-book treatise, 2 metaphor became a merely formal enhancement and lost its roles as substantive and structuring for knowledge and discourse.The decline of interest in philosophical, Aristotelian rhetoric had much to do with metaphor's reduction to a merely technical or decorative device. But with the recent widening practically without limit of the terrain of rhetoric, and particularly with its restoration to its original standing as a philosophical discipline comprehending the substance of argument, metaphor [End Page 137] has once again acquired cognitive status and, moreover, has tended to become the name for figurative language in general and even, emblematically, for the rhetorical or rhetoricity as such. Where the power of rhetoric to reshape cognitive meaning and even to reinvent, or at least reconfigure, reality was once again recognized as irresistible throughout all the realms of discourse, the source and unity of this power seemed to require a name, and more often than not metaphor--on account of the transformative, inventive power associated particularly with it--has been adopted to serve this purpose.Today, under the aegis of metaphor, the power of figurative language, arguably the originating power at the source of all language and even of an articulated world as such, has newly become an object of research and general theoretical speculation. This extension of the concept of metaphor is bound up with a renewed view of figurative language in general as not only a substantive bearer of the content of discourse, but also as ontologically constitutive of the world, as operative at the origins of things and their identities. It has become possible to view all language as being metaphorical, and accordingly metaphorical operations of transfer and redefinition have been recognized as being the very essence of language and of all that comes to articulation through it. Furthermore, as witnessed by burgeoning publications and conferences, metaphor has become a topic onto which practically all the classic philosophical problems of ontology and epistemology are projected and appear in a new, specifically linguistic, light. 3This new ascendency of metaphor is certainly not uninflected or uncontested, even within the camps of the new rhetoricians. Genette, in "La rhétorique restreinte" (1972), resists the "inflation of metaphor" to become the trope of tropes and the figure of figures in a wide range of writers epitomizing modern poetics--particularly Marcel Proust, Roman Jakobson, and Michel Deguy (1969). Genette argues against reduction of... (shrink)

Signalling games are popular models for studying the evolution of meaning, but typical approaches do not incorporate vagueness as a feature of successful signalling. Complementing recent like-minded models, we describe an aggregate population-level dynamic that describes a process of imitation of successful behaviour under imprecise perception and realization of similar stimuli. Applying this new dynamic to a generalization of Lewis’s signalling games, we show that stochastic imprecision leads to vague, yet by-and-large efficient signal use, and, moreover, that it unifies evolutionary (...) outcomes and helps avoid sub-optimal categorization. The upshot of this is that we see ‘as-if’-generalization at an aggregate level, without agents actually generalizing. _1_ Introduction _2_ Background _2.1_ Sim-max games and conceptual spaces _2.2_ Vagueness in sim-max games and conceptual spaces _2.3_ Vagueness, functional pressure, and transmission biases _3_ Imprecise Imitation _3.1_ Replicator dynamic in behavioural strategies _3.2_ Noise-perturbed conditional imitation _4_ Exploring Imprecise Imitation _4.1_ Setting the stage _4.2_ Simulation set-up _4.3_ Measures of interest _4.4_ Results _5_ Discussion _5.1_ Levels of vagueness _5.2_ Evolutionary benefits of imprecision _5.3_ Related work _6_ Conclusion Appendix. (shrink)

In _A Philosophy of the Unsayable_, William Franke argues that the encounter with what exceeds speech has become the crucial philosophical issue of our time. He proposes an original philosophy pivoting on analysis of the limits of language. The book also offers readings of literary texts as poetically performing the philosophical principles it expounds. Franke engages with philosophical theologies and philosophies of religion in the debate over negative theology and shows how apophaticism infiltrates the thinking even of those (...) who attempt to deny or delimit it._ In six cohesive essays, Franke explores fundamental aspects of unsayability. In the first and third essays, his philosophical argument is carried through with acute attention to modes of unsayability that are revealed best by literary works, particularly by negativities of poetic language in the oeuvres of Paul Celan and Edmond Jabès. Franke engages in critical discussion of apophatic currents of philosophy both ancient and modern, focusing on Hegel and French post-Hegelianism in his second essay and on Neoplatonism in his fourth essay. He treats Neoplatonic apophatics especially as found in Damascius and as illuminated by postmodern thought, particularly Jean-Luc Nancy’s deconstruction of Christianity. In the last two essays, Franke treats the tension between two contemporary approaches to philosophy of religion—Radical Orthodoxy and radically secular or Death-of-God theologies. _A Philosophy of the Unsayable _will interest scholars and students of philosophy, literature, religion, and the humanities. This book develops Franke's explicit theory of unsayability, which is informed by his long-standing engagement with major representatives of apophatic thought in the Western tradition. "William Franke is an articulate spokesman for what cannot be said not only with regards to modern European poetry but also with respect to contemporary theology. _A Philosophy of the Unsayable _is essential reading for everyone working in religion and literature and in modern theology." — Kevin Hart, Edwin B. Kyle Professor of Christian Studies, University of Virginia __ "By now, it would seem that there could be no more to say about not-saying. Apophatic language and negative theology have been accused of meaninglessness, nihilism, and even ill-concealed ontologies. In this lovely and surprising book, William Franke not only deftly undoes these criticisms but shows that apophasis underlies and strangely grounds all language and thought, even of those very discourses that most vigorously reject it. _A Philosophy of the Unsayable_ demonstrates with elegance that there is indeed more to say, and more that is both meaningful and important." — Karmen MacKendrick, Le Moyne College__ "William Franke is an eminent scholar in comparative literature, who is schooled in philosophy and religion. He is recognized as one of the most creative contemporary thinkers working at the double intersection of philosophy and literature and philosophy and theology. _A Philosophy of the Unsayable_ shows an intellectual grasp of a dizzying array of discourses and sheds real light on all thinkers who are discussed." — Cyril O'Regan, Huisking Professor of Theology, University of Notre Dame_. (shrink)

Game theoretic pragmatics is a small but growing part of formal pragmatics, the linguistic subfield studying language use. The general logic of a game theoretic explanation of a pragmatic phenomenon is this: the conversational context is modelled as a game between speaker and hearer; an adequate solution concept then selects the to‐be‐explained behavior in the game model. For such an explanation to be convincing, both components, game model and solution concept, should be formulated and scrutinized as explicitly as possible. The (...) article demonstrates this by a concise overview of both evolutionary and non‐evolutionary approaches to game theoretic pragmatics, arguing for the use of agent‐based micro‐dynamics within evolutionary, and for the use of epistemic game theory within non‐evolutionary approaches. (shrink)

We reopen the investigation into the formal and conceptual relationship between bidirectional optimality theory (Blutner in J Semant 15(2):115–162, 1998 , J Semant 17(3):189–216, 2000 ) and game theory. Unlike a likeminded previous endeavor by Dekker and van Rooij (J Semant 17:217–242, 2000 ), we consider signaling games not strategic games, and seek to ground bidirectional optimization once in a model of rational step-by-step reasoning and once in a model of reinforcement learning. We give sufficient conditions for equivalence of bidirectional (...) optimality and the former, and show based on numerical simulations that bidirectional optimization may be thought of as a process of reinforcement learning with lateral inhibition. (shrink)

Franke reads the Divine Comedy through the insights into interpretation developed by hermeneutics, and at the same time uses Dante's poem, with its interpretive praxis based on a theological vision, to challenge prevailing assumptions about interpretation today. Copyright © Libri GmbH. All rights reserved.

Modern society makes extensive use of automated algorithmic decisions, fueled by advances in artificial intelligence. However, since these systems are not perfect, questions about fairness are increasingly investigated in the literature. In particular, many authors take a Rawlsian approach to algorithmic fairness. This article aims to identify some complications with this approach: Under which circumstances can Rawls’s original position reasonably be applied to algorithmic fairness decisions? First, it is argued that there are important differences between Rawls’s original position and a (...) parallel algorithmic fairness original position with respect to risk attitudes. Second, it is argued that the application of Rawls’s original position to algorithmic fairness faces a boundary problem in defining relevant stakeholders. Third, it is observed that the definition of the least advantaged, necessary for applying the difference principle, requires some attention in the context of algorithmic fairness. Finally, it is argued that appropriate deliberation in algorithmic fairness contexts often require more knowledge about probabilities than the Rawlsian original position allows. Provided that these complications are duly considered, the thought-experiment of the Rawlsian original position can be useful in algorithmic fairness decisions. (shrink)

Modern society makes extensive use of automated algorithmic decisions, fueled by advances in artificial intelligence. However, since these systems are not perfect, questions about fairness are increasingly investigated in the literature. In particular, many authors take a Rawlsian approach to algorithmic fairness. Based on complications with this approach identified in the literature, this article discusses how Rawls’s theory in general, and especially the difference principle, should reasonably be applied to algorithmic fairness decisions. It is observed that proposals to achieve Rawlsian (...) algorithmic fairness often aim to uphold the difference principle in the individual situations where automated decision-making occurs. However, the Rawlsian difference principle applies to society at large and does not aggregate in such a way that upholding it in constituent situations also upholds it in the aggregate. But such aggregation is a hidden premise of many proposals in the literature and its falsity explains many complications encountered. (shrink)

Compositionality is a key design feature of human language: the meaning of complex expressions is, for the most part, systematically constructed from the meanings of its parts and their manner of composition. This paper demonstrates that rudimentary forms of compositional communicative behavior can emerge from a variant of reinforcement learning applied to signaling games. This helps explain how compositionality could have emerged gradually: if unsophisticated agents can evolve prevalent dispositions to communicate compositional-like, there is a direct evolutionary benefit for adaptations (...) that exploit the systematicity in form-meaning mappings more rigorously. (shrink)