This article reports the findings of AI4People, an Atomium—EISMD initiative designed to lay the foundations for a “Good AI Society”. We introduce the core opportunities and risks of AI for society; present a synthesis of five ethical principles that should undergird its development and adoption; and offer 20 concrete recommendations—to assess, to develop, to incentivise, and to support good AI—which in some cases may be undertaken directly by national or supranational policy makers, while in others may be led by other (...) stakeholders. If adopted, these recommendations would serve as a firm foundation for the establishment of a Good AI Society. (shrink)

The European Medical Information Framework project, funded through the IMI programme, has designed and implemented a federated platform to connect health data from a variety of sources across Europe, to facilitate large scale clinical and life sciences research. It enables approved users to analyse securely multiple, diverse, data via a single portal, thereby mediating research opportunities across a large quantity of research data. EMIF developed a code of practice to ensure the privacy protection of data subjects, protect the interests of (...) data sharing parties, comply with legislation and various organisational policies on data protection, uphold best practices in the protection of personal privacy and information governance, and eventually promote these best practices more widely. EMIF convened an Ethics Advisory Board, to provide feedback on its approach, platform, and the EcoP. The most important challenges the ECoP team faced were: how to define, control and monitor the purposes for which federated health data are used; the kinds of organisation that should be permitted to conduct permitted research; and how to monitor this. This manuscript explores those issues, offering the combined insights of the EAB and EMIF core ECoP team. For some issues, a consensus on how to approach them is proposed. For other issues, a singular approach may be premature but the challenges are summarised to help the community to debate the topic further. Arguably, the issues and their analyses have application beyond EMIF, to many research infrastructures connected to health data sources. (shrink)

Metascientific criteria used for explaining or constraining physical space dimensionality and their historical relationship to prevailing causal systems are discussed. The important contributions by Aristotle, Kant and Ehrenfest to the dimensionality of space problem are considered and shown to be grounded on different causal explanations: causa materialis for Aristotle, causa efficiens for young Kant and an ingenious combination of causa efficiens and causa formalis for Ehrenfest. The prominent and growing rôle played by causa formalis in modern physical approaches to this (...) problem is emphasized. (shrink)

Teleosemantics explains mental representation in terms of biological function and selection history. One of the main objections to the account is the so-called ‘Swampman argument’ (Davidson 1987), which holds that there could be a creature with mental representation even though it lacks a selection history. A number of teleosemanticists reject the argument by emphasising that it depends on assuming a creature that is fi ctitious and hence irrelevant for teleosemantics because the theory is only concerned with representations in real-world organisms (...) (Millikan 1996, Neander 1996, 2006, Papineau 2001, 2006). I contend that this strategy doesn’t succeed. I off er an argument that captures the spirit of the original Swampman objection but relies only on organisms found in the actual world. Th e argument undermines the just mentioned response to the Swampman objection, and furthermore leads to a particular challenge to strong representationalist theories of consciousness that endorse teleosemantics such as, e.g., Dretske’s (1995) and Tye’s (1995, 2000) accounts. On these theories, the causal effi cacy of consciousness in actual creatures will be undermined. (shrink)

Tough anti-terrorism policies are often defended by focusing on a fixed minority of the population who prefer violent outcomes, and arguing that toughness reduces the risk of terrorism from this group. This reasoning implicitly assumes that tough policies do not increase the group of 'potential terrorists', i.e., of people with violent preferences. Preferences and their level of violence are treated as stable, exogenously fixed features. To avoid this unrealis- tic assumption, I formulate a model in which policies can 'brutalise' or (...) 'appease' someone's personality, i.e., his preferences. This follows the endogenous prefer- ences approach, popular elsewhere in political science and economics. I formally decompose the effect of toughness into a (desirable) deterrence effect and an (un- desirable) provocation effect. Whether toughness is overall effi cient depends on which effect overweighs. I show that neglecting provocation typically leads to toughness exaggeration. This suggests that some tough anti-terrorism policies observable in the present and past can be explained by a neglect of provocation. (shrink)

In this paper, the goal is to investigate the nature of freedom enjoyed by participants in collective agency. Specifically, we aim to address the fol- lowing questions: in what respects are participants in collective agency able to exercise freedom in some weaker or stronger sense? In what ways is such col- lective or common freedom distinct from the freedom ascribed to individuals? Might there be different sorts of freedoms involved in and tolerated by collec- tive agency, each of which has (...) its own role in determining the nature and effi- cacy of the bond uniting its participants? Clarification of just what such free- dom may involve and how it subsists within collective agency is not only im- portant for being able to demonstrate the instrumental value of social ontology to contemporary political debates. It may likewise contribute an important di- mension to the descriptive psychology of collective agency and shared inten- tionality, which is an approach deserving of more attention. Here, such clari- fication is undertaken via a comparison to the notions of freedom at stake in the respective accounts of sociality and collective agency provided by Raimo Tuomela and Jean-Paul Sartre. (shrink)

Th is paper's purpose was to identify the key sources when formulating competitive advantages of hotel chains. Th e research assessed the fi nancial activities performance included in annual hospitality industry reports and on their offi cial websites; questioning of loyal and potential customers; the fi ve-point Likert scale and the Pearson correlation coeffi cient were applied to understand the possible consumer reaction to a certain competitive advantage or its absence. Th e paper confi rms the eff ectiveness of key (...) sources used by management to win and retain competitive advantages: despite strong dependence on the economic cycle phase etc., after the devastating crisis of 2007, 2008, but also to achieve sustainable growth. All the networks examined over the last decade have expanded their presence in international markets, diversifi ed the portfolio of brands, increased the number of jobs and profi ts. It was also proved that the opinion of the fi nal consumer is still not suffi ciently taken into account in the assessment of the Pearson correlation coeffi cient (the latter allowed the authors to propose their own defi nition of the competitive advantage in the industry). Th e paper attempts for the fi rst time to consider the competitive advantages of hotel chains from the point of view not only of theorists and business practitioners, but also with the view of the opinion of the services consumer; there were identifi ed the discrepancies, which consideration would allow to increase the level of guest satisfaction and, accordingly, the effi ciency of the hotel business. In future papers, the authors plan to verify the existence of a correlation between the degree of guest loyalty to a particular hotel network and the main fi nancial results of its activities. (shrink)