scholarly journals Access to Artificial Intelligence for Persons with Disabilities: Legal and Ethical Questions Concerning the Application of Trustworthy AI

2021 ◽  
Vol 9 (1) ◽  
pp. 51-66
Author(s):  
Kristi Joamets ◽  
◽  
Archil Chochia ◽  

Digitalisation and emerging technologies affect our lives and are increasingly present in a growing number of fields. Ethical implications of the digitalisation process have therefore long been discussed by the scholars. The rapid development of artificial intelligence (AI) has taken the legal and ethical discussion to another level. There is no doubt that AI can have a positive impact on the society. The focus here, however, is on its more negative impact. This article will specifically consider how the law and ethics in their interaction can be applied in a situation where a disabled person needs some kind of assistive technology to participate in the society as an equal member. This article intends to investigate whether the EU Guidelines for Trustworthy AI, as a milestone of ethics concerning technology, has the power to change the current practice of how social and economic rights are applied. The main focus of the article is the ethical requirements ‘Human agency and oversight’ and, more specifically, fundamental rights.

Pringgitan ◽  
2020 ◽  
Vol 1 (1) ◽  
pp. 25-39
Author(s):  
Andreas Yogi Prasetyo

Endowed with stunning natural beauty, Sleman has become a destination increasingly flooded by tourists from year to year. The rapid development of tourism does have a positive impact, especially on the economic side, but on the other hand, it can have a negative impact if the management does not prioritize the principles of sustainable tourism. The type of tourism that can be affected is tourism that relies on nature as its main attraction, Cliff of Breksi is one of them. Cliff of Breksi has experienced rapid development in terms of the number of tourist visits, but it has never been examined whether its management is following the principle of sustainability. The objectives of this research are: a) to identify the management of the environmental aspects of Cliff of Breksi, whether it is following the indicators of sustainable tourism from The World Tourism Organization (UNWTO) and b) determine what things need to be improved so that management can be more optimal. The research method used is a descriptive qualitative method. Research data were collected through in-depth interviews and observations. The results of the study indicate that the manager has so far had awareness and understanding in applying the principles of sustainable tourism as in the indicators of UNWTO sustainable tourism. Keywords: evaluation of nature tourism, indicator, sustainable tourism


2019 ◽  
Author(s):  
Chintami Budi Pertiwi

Bahasa Indonesia dalam berbagai keperluan merupakan bahasa resmi negara Indonesia dan telah digunakan sebagai alat komunikasi lisan maupun tulis, baik formal maupun informal. Selain fungsi komunikasi, bahasa Indonesia juga berfungsi sebagai alat pemersatu bangsa Indonesia. Dewasa ini bahasa Indonesia dihadapkan pada perkembangan dunia yang begitu pesat, termasuk perkembangan teknologi informasi dan kebudayaan yang begitu mengkhawatirkan. Dengan pesatnya perkembangan teknologi informasi dan kebudayaan tersebut menuntut bangsa Indonesia untuk bekerja keras, dan secara aktif mempersiapkan diri mengejar ketinggalan yang ada dari berbagai aspek kehidupan, dan termasuk mengantisipasi perkembangan informasi dan budaya yang mengglobal. Salah satu dampak dari globalisasi ini adalah penggunaan Bahasa Inggris yang dianggap lebih berkelas dan memiliki nilai kebanggaan tersendiri oleh kaum milenial. Salah satu dampak positifnya yaitu akan memudahkan bagi para milenial untuk berkomunikasi secara internasional. Di sisi lain, dampak negative daripadanya yaitu loyalitas pembelajar terhadap bahasa Indonesia menjadi berkukurang, bahkan akan menjadi luntur. Bagaimana kiat bangsa Indonesia untuk mengejar ketinggalan dari bangsa lain dan bagaimana kiatnya agar bangsa Indonesia tetap mencintai bangsanya dan termasuk bahasanya, tentunya harus adanya kerja keras dan kepedulian dari seluruh komponen bangsa Indonesia.Abstract: Indonesian language in many purposes as the official language of Indonesian has been used as an oral and written communicate, both formal and informal. Besides being a communication tool, Indonesian language also serves as a unifying tool for Indonesian. In this era, Indonesian language is faced with a very rapid development of the world, including the development of information technology and culture that are so worrying. With the rapid development of information technology and culture, it demands the Indonesian people to work hard and actively prepare to catch up with the existing aspects of life, including anticipating information development and a globalized culture. One of the positive impact is easier for international communication. Meanwhile, the negative impact is predicted to be the learner's loyalty towards Indonesian language to be reduced and will even fade. How do Indonesian people try to catch up with other nations and how do they try to keep the Indonesian people in love with their nation and including their language, of course, there must be hard work and care for all components of the Indonesian nation.


2021 ◽  
Vol 65 (7) ◽  
pp. 80-88
Author(s):  
T. Zvereva

The article is about the Belgian federal system transformation, as well as the factors that aggravate or, on the contrary, restrain the centrifugal trends in the country. The specific nature of Belgian federalism determines its evolution from federation to confederation, but the answer to the question about the prospects of this transformation remains open. On the one hand, the Belgian Kingdom history, its geographical location, as well as economic and cultural-linguistic features predetermined the existence and deepening of dividing lines between the two main ethnic communities in the country – the Walloons and the Flemings. Decentralization, as a response to the aggravation of interethnic contradictions, allows political elites to partially control the process and minimize, as far as possible, the costs of this conflict of interest for the economy and the population, but at the same time, it feeds centrifugal tendencies. Reforms do not remove the problem of separatism from the agenda, but, vice versa, give the regions and communities all the necessary resources, reducing the central authorities’ competences. Each reform creates the basis for the next redistribution of power. The logic of the decentralization process predefines the dual, asymmetric, dissociative and improvisational nature of the federal system of Belgium, and contributes to its extreme complication. The main drivers of centrifugal tendencies remain Flemish nationalists when the institutions and mechanisms designed to unite the country do not function effectively enough. On the other hand, the scenario of a complete collapse of the Belgian federation is not something predetermined and inevitable. There are still internal and external factors unifying Belgians (the Senate, the King, the absence of a provision for a national referendum in the constitution, a special place in the federation of the Brussels-Capital region, the country’s membership in the EU), but their influence on the entire system is gradually decreasing. Belgium’s active participation in the European integration contributing to creation of a highly developed modern economic system and high living standards, as well as stable GDP growth (with exception of crisis periods), play an important role in stabilizing the Belgian federation. So, the European Union prevents a rapid development of separation process, but does not change its main trends. The EU accompanies the Belgian federal system transformation, in order to reduce its costs for society and the European integration, but does not set the task of inversing its evolution. At the same time, the unstable political situation in the country has a certain negative impact on the European integration, exacerbating the complexity of the decision-making process within the EU. The coronavirus pandemic became a catalyst for controversial political processes in Belgium, brought renewal of the social and environmental contract and a new view of European solidarity. However, the pandemic highlighted the main shortcomings of the existing federal system. The dissociation of the federation and its drift to a confederation is a peaceful and slow process, but the country’s unifying factors are gradually eroding. It is not yet clear whether and when a full-fledged confederate system will be created and the separation will be stopped, or whether the confederation will become the next stage on the Belgium’s way to the final division. It is impossible to completely exclude a rollback scenario of the strong federation restoration while reducing competencies of regions and communities, but it is obvious that its probability is extremely small.


Entropy ◽  
2021 ◽  
Vol 23 (8) ◽  
pp. 1047
Author(s):  
Danilo Franco ◽  
Luca Oneto ◽  
Nicolò Navarin ◽  
Davide Anguita

In many decision-making scenarios, ranging from recreational activities to healthcare and policing, the use of artificial intelligence coupled with the ability to learn from historical data is becoming ubiquitous. This widespread adoption of automated systems is accompanied by the increasing concerns regarding their ethical implications. Fundamental rights, such as the ones that require the preservation of privacy, do not discriminate based on sensible attributes (e.g., gender, ethnicity, political/sexual orientation), or require one to provide an explanation for a decision, are daily undermined by the use of increasingly complex and less understandable yet more accurate learning algorithms. For this purpose, in this work, we work toward the development of systems able to ensure trustworthiness by delivering privacy, fairness, and explainability by design. In particular, we show that it is possible to simultaneously learn from data while preserving the privacy of the individuals thanks to the use of Homomorphic Encryption, ensuring fairness by learning a fair representation from the data, and ensuring explainable decisions with local and global explanations without compromising the accuracy of the final models. We test our approach on a widespread but still controversial application, namely face recognition, using the recent FairFace dataset to prove the validity of our approach.


2021 ◽  
Vol 2 (2) ◽  
pp. 144-159
Author(s):  
Iis Eka Wulandari

The development of information technology contributes to creating media diversity. This rapid development has triggered a shift in the availability of access from limited access to abundant media. The birth of cyber media is one sign of this diversity. However, not everything that develops has a positive impact, but many audiences complain about the reality that has entered the era of a world crowded with media. The existence of this phenomenon gives rise to freedom in the creation and dissemination of information which leads to the delivery of irresponsible messages. So that the phenomenon of the spread of fake news or hoaxes is increasing significantly in Indonesia and even in the world. Unfortunately, most netizens who take part in this new media era do not pay attention to cyber media law and ethics. In addition, they also lack knowledge about what, why and how media literacy is applied. From the emergence of this problem, it is important for netizens and audiences to know the importance of digital intelligence, as an effort to reduce the consumptive behavior of the global community in consuming information from hoax crimes.. Keywords: Cyber Media, Hoax, Digital Intelligence


Agro Ekonomi ◽  
2016 ◽  
Vol 14 (1) ◽  
pp. 17
Author(s):  
Toni Kuswoyo ◽  
Dwidjono Hadi Darwanto ◽  
Slamet Hartono

This research was aimed to determine theforms of the non-tarifbarrier and its impact to the Indonesian shrimp export demand to the European Union (EU), beside the other factors as constructor of demand function. This research used secondary data (lime series) during 23 years (1984-2006): shrimp export volume (Qd), shrimp export price (Px), domestic shrimp price (Pd), crab export price (Pk), exchange rate from the importing countries, and commerce regulations which is peiformed by EU as dummy variables. The data collected from DKP, BPS, Depdag, internet, and other relevant institutions. Peculiarly, the dummy variable grouped into 6 groups: RASFF (DI), contaminant (D2), certain substances & residues (D3), health conditions & food hVf!iene rules (D4), HCCP (D5), and marketinf! standards (D6).This research used the multiple regression analysis model, with the tolerant time (!gg) I year from tfor several dummy variables. Analysis were conducted at 6 markets: UE as a whole, Dutch, United Kingdom (UK), French, Germany, and Belgia and Luxemburg. Testing of the classical assumptions conducted by the econometric criterions is covering the economic and statistic criterions. The estimation of the regression parameters conducted by the smallest square method (ordinarv least SQuare. OLS) and model repaired as the effect of existence of the first order autocorrelation by a comand "auto". The equation model related to the Coob-Douglas model, was transformed into the natural logarithm model in order to easiZv analyzed in package program of statistics.Result of the analysis indicated that the commerce regulations applied by the EU, which its vary to each state, entirely has the negative impact to the Indonesian shrimp export to the UE, except D4 for the UK that shown the positive impact. Several regulations known newly indicated the effect which itsformed into Jgg or its impact is newly felt I year after the regulations enter into force. Thefact strengthen the assumption that applying of commerce regulations by the UE can be the disguised restriction to trade, in this case included to the non tarifbarrier. The sixth groups of the regulationswere very related to the food security and traceability aspect, or in its bearing with the WTO agreements were very related to the SPS and TBT aspect. This invention also strengthen the assumption that non-tarif barrier which newly developed by the advanced countries to control the importation from the other countries were deal with the food security and traceability aspect, or the SPS and TBT aspect. The quantitative non- tarif barrier, example import quota or embargo, were rarer in used. Ap-parently, the EU doesn't wishtoooutspokenin theeffort to control its commerce with the other countries.Realizedor not, in thepresentnon-tarif barrier haveimportantposition to determinewhetheror not thefluent of theinternational trade


2021 ◽  
Vol 23 (4) ◽  
pp. 457-484
Author(s):  
Niovi Vavoula

Abstract Since the past three decades, an elaborate legal framework on the operation of EU-Schengen information systems has been developed, whereby in the near future a series of personal data concerning almost all third-country nationals (TCN s) with an administrative or criminal law link with the EU/Schengen area will be monitored through at least one information system. This article provides a legal analysis on the embedment of Artificial Intelligence (AI) tools at the EU level in information systems for TCN s and critically examines the fundamental rights concerns that ensue from the use AI to manage and control migration. It discusses automated risk assessment and algorithmic profiling used to examine applications for travel authorisations and Schengen visas, the shift towards the processing of facial images of TCN s and the creation of future-proof information systems that anticipate the use of facial recognition technology. The contribution understands information systems as enabling the datafication of mobility and as security tools in an era whereby a foreigner is risky by default. It is argued that a violation of the right to respect for private life is merely the gateway for a series of other fundamental rights which are impacted, such as non-discrimination and right to effective remedies.


2019 ◽  
Author(s):  
Stefan Drechsler

This book analyses the influence of the EU courts‘ procedural law on the EU fundamental rights doctrine, using the example of economic fundamental rights (Articles 15 and 16 of the European Charter of Fundamental Rights). Starting with the judicial practice of the past ten years, the distinction of the scope of various fundamental rights, the depth of scrutiny toward the Union legislator and the position of the economic fundamental rights in relation to other rights are examined. In doing so, the book illustrates the enormous – and heretofore far underestimated – relevance of procedural rules, the parties‘ strategies, and of pure chance for the European Court of Justice’s approach to fundamental rights. The book shows the potential for reform of the EU courts in order for them to meet the justified expectation of an informed and consistent case law on fundamental rights, and presents proposals for a framework of EU economic rights in the European federation.


Author(s):  
Giovanni Sartor

The ethics and law of AI address the same domain, namely, the present and future impacts of AI on individuals, society, and the environment. Both are meant to provide normative guidance, proposing rules and values on which basis to govern human action and determine the constrains, structures and functions of AI-enabled socio-technical systems. This article examines the way in which AI is addressed by ethical and legal rules, principles and arguments. It considers the extent to which the demands of law and ethics may pull in different directions or rather overlap, and examines how they can be coordinated, while remaining in a productive dialectical tension. In particular, it argues that human/fundamental rights and social values are central to both ethics and law. Even though can be framed in different ways, they can provide a useful normative reference for linking ethics and law in addressing the normative issues arising in connection with AI.


Author(s):  
Kosjenka Dumančić

New and innovative ways of service provisions based on digital platforms have changed the ways in which doing business, communicating and connecting providers to users in the EU Internal Market are shaped and transformed. Since the adoption of the Directive 2000/31/EC (the E-Commerce Directive) in 2000 digital services have gained market dominance, and this has become especially evident during the Covid-19 virus crisis when the importance of digital technologies in all aspects of modern life became prominent. It has clearly shown the dependency of the economy and the society on digital services highlighting both the benefits and the risks that stem from the current framework for the functioning of the services provided by the digital platforms regardless of whether they are defined as digital services or not. In the European Commission (EC) Communication “Shaping Europe’s Digital Future” the EC committed to update the horizontal rules that define the responsibilities and obligations of digital service providers, and online platforms in particular. Additionally, the European Parliament’s “Report on the Digital Services Act and fundamental rights issues posed” highlights the need for legal clarity of platforms and users, as well as respect for fundamental rights in the light of the rapid development of technology. According to the current data, the digital platforms account for over 10% of the EU's 45 million users. These platforms are subject not only to the specific obligations in controlling their own risks, but also to a new oversight structure. In 2020 the EC initiative was finalized by the “Proposal for a Regulation on a Single Market for Digital Service” which addresses the negative consequences arising from certain behaviours on platforms. Since the EU Internal market is impacted significantly by platforms that serve as intermediaries for business users to reach their customers, sometimes these companies assume control over the entire platform ecosystems, which in turn can grant them the opportunity to regulate certain relations. The controlling power comes from the practices that platform companies exercise and from using the data of the businesses and users operating on these platforms. This paper aims to analyse the current regulation on digital platforms and digital service provisions in the EU Internal Market and offer some conclusions on its possible impact on the market’s functioning especially in the times of the Covid-19 pandemic and subsequently.


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