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The study focusses on the legal issues surrounding artificial intelligence (AI), which are being investigated and debated about several European Union initiatives to manage and regulate Information and Communication Technologies. The goal is to discuss the benefits and drawbacks of adopting AI technology and the ramifications for the articulations of law and politics in democratic constitutional countries. Thus, the study aims to identify socio-legal concerns and possible solutions to protect individuals’ interests. The exploratory study is based on statutes, rules, and committee reports. The study has used news pieces, reports issued by organisations and legal websites. The study revealed computer security vulnerabilities, unfairness, bias and discrimination, and legal personhood and intellectual property issues. Issues with privacy and data protection, liability for harm, and lack of accountability will all be discussed. The vulnerability framework is utilised in this chapter to strengthen comprehension of key areas of concern and to motivate risk and impact mitigation solutions to safeguard human welfare. Given the importance of AI’s effects on weak individuals and groups as well as their legal rights, this chapter contributes to the discourse, which is essential. The chapter advances the conversation while appreciating the legal work done in AI and the fact that this sector needs constant review and flexibility. As AI technology advances, new legal challenges, vulnerabilities, and implications for data privacy will inevitably arise, necessitating increased monitoring and research.

The chapter presents emerging evidence on the development of the platform economy, paying particular attention to the motivations for entering platform work, the conditions of platform work, and the extent of social protections afforded platform workers. Debate thus far has tended to be highly speculative and lacking in grounded empirical analysis, with policy-makers in particular actively looking to regulate platform work on the basis of its novelty as a form of employment within the wider context of the decline of the “standard employment relationship.” The chapter explores such concerns through an analysis of European Union labor market data and a unique data-set of circa 1,200 online “click workers” across four established platforms. A novel contribution of the analysis is to differentiate between those that only work on platforms (work-dependent platform workers) and those that do such work in addition to another job. The analysis suggests that work-dependent platform workers are more likely to be differentiated by their motivations for doing such work than their experiences of job quality or access to social protections. However, the relationship between platform working and levels of social protection is complex, notably in terms of combined level of social protection and the contractual arrangement of additional job holders. This leaves us to conclude that policy initiatives designed to address gaps in social protections for platform workers would be more appropriately targeted toward problems of insecure work more broadly. Finally, a number of areas for future research are outlined.

Trade in counterfeit products has been expanding continuously. The emergence of the internet, the process of globalisation as well as the increase of digitalisation have enabled counterfeit products to infiltrate legitimate supply chains, causing harm not only to national economies but also to holders of intellectual property rights (IPR). In this chapter, we analyse the possible solutions that holders of IP rights and their legal representatives have in their fight against the online sale of counterfeit products. To elaborate on this issue, first, we explain the legislation on an international level for IPR protection and its specific characteristics. We explain the conventions on the protection of IPR that are governed by the World Intellectual Protection Organisation (WIPO) and the provisions of the TRIPS (Trade-Related Intellectual Property Rights) Agreement governed by the World Trade Organisation (WTO). We also analyse the national legislative procedure of protecting and enforcing IPR in North Macedonia to explain a possible solution to fight online counterfeit trade. As a case study of this chapter, we explain the work of the Online Enforcement Programme of REACT as a not-for-profit organisation with over 30 years of experience in the fight against counterfeit trade and the challenges that they have in fighting against the online sale of counterfeit products. Since IP law is territorial in its nature as a conclusion, we suggest that a more centralised approach is needed in the fight against the online sale of counterfeit products.

This article explores the neglected issue of the overrepresentation in the child protection system of children from ethnic, cultural, religious, racial, and linguistic minorities. It focuses on the accommodation of children’s diverse backgrounds within the s 31(2) threshold and s1 “best interests” stages of intervention under the Children Act 1989. First, it introduces the ethnic child protection penalty as a new tool for capturing the complex nature of overrepresentation of these children. Second, it proposes a framework for understanding the judicial approach in higher court decisions on the current extent and nature of accommodation. Third, it employs the penalty concept to help explain why case law analysis reveals difficulties with the current factor-based approach, whereas empirical research suggests generally satisfactory accommodation in practice. It concludes by proposing a contextualized framework for decision-making in relation to child protection.

This chapter suggests that, while researchers and teachers of university technology transfer often think exclusively in terms of patents and the Bayh-Dole Act, we ought to adopt a more nuanced view of intellectual property rights (IPRs). In the text, I discuss the primary non-patent types of intellectual property (IP) protection, copyright, trademark, and trade secret, and argue that while patents are normally the “default” position when we think about protecting technologies and profiting from them, evidence suggests that patents are among the least important means of capturing value from innovation. Moreover, I suggest that while many consider that IP protections act as substitutes for one another, thinking about IPRs as complements is a more relevant approach to this issue. Adopting this more nuanced view better reflects reality and does a superior job of alerting our audiences to the opportunities available in the technology commercialization process.

This chapter discusses how to involve children and young people in decisions and encourage them to express their needs and participate in the decision-making process to develop a quality intervention. By describing the different aspects of projects involving a participatory approach, it shows how giving voice to children and young people unlocked new perspectives regarding the Hungarian child protection system. Participation of children in research is limited in Hungary, partly due to the challenging legislation and authorisation process. This chapter shows how research to develop child-friendly digital tools can contribute to collecting children's views on their needs related to child protection support, and how the process of listening to children can improve parenting and caregiving responses to the needs of younger and older children living with their families or in the child protection system. The chapter analyses the effect of digital applications on children's and young people's capacity to advance towards autonomy, including applications and a video campaign with short video clips created by young people. These projects gave an opportunity for children and youth in the public care system to describe their lives and wishes for the future. The analysis found: (a) for a functional child protection system and to promote development for children and young people, children's voices need to be amplified; (b) by expressing their voices, children become more autonomous; (c) children's voices contribute to decreasing social prejudices against children and young people in public care; and (d) listening to children and youth who age out of care can help professionals working in the child protection system better understand their beneficiaries.

This chapter considers the mobilities of families subject to child protection involvement at the threshold of the birth of a new baby. The author presents data arising from an ethnographic study of child protection social work with unborn babies. This study aimed to draw near to social work practice within the Scottish context through mobile research methods and included non-participant observations of a range of child protection meetings with expectant families. Research interviews were sought with expectant mothers and fathers, social workers and the chair persons of Pre-birth Child Protection Case Conferences. Case conferences are formal administrative meetings designed to consider the risks to children, including unborn children. This chapter focusses on the experiences of expectant parents of navigating the child protection involvement with their as yet unborn infant. The strategies that parents adopted to steer a course through the multiple possibilities in relation to the future care of their infant are explored here. Three major strategies: resistance, defeatism and holding on are considered. These emerged as means by which expectant parents responded to social work involvement and which enabled their continued forwards motion towards an uncertain future.

This chapter provides an overview of five modes of intellectual property (IP) protection – patents, designs, copyrights, trademarks, and trade secrets – available in the United States, the European Union, and Japan. After describing the purposes of and principal differences among the five types of IP protection and outlining the advantages of each form, the chapter provides country- and region-specific information. The authors highlight the aspects of IP law in which international harmonization has, or has not yet, occurred, and offer insights into the relative advantages of various national and regional IP protection systems.

The chapter deliberates on research ethics and the unanticipated side effects that technological developments have brought in the past decades. It looks at data protection and privacy through the prism of ethics and focuses on the need for safeguarding the fundamental rights of the research participants in the new digital era. Acknowledging the benefits of data analytics for boosting scientific process, the chapter reflects on the main principles and specific research derogations, introduced by the EU General Data Protection Regulation. Further on, it discusses some of the most pressing ethics concerns, related to the use, reuse, and misuse of data; the distinction between publicly available and open data; ethics challenges in online recruitment of research participants; and the potential bias and representativeness problems of Big Data research. The chapter underscores that all challenges should be properly addressed at the outset of research design. Highlighting the power asymmetries between Big Data studies and individuals’ rights to data protection, human dignity, and respect for private and family life, the chapter argues that anonymization may be reasonable, yet not the ultimate ethics solution. It asserts that while anonymization techniques may protect individual data protection rights, the former may not be sufficient to prevent discrimination and stigmatization of entire groups of populations. Finally, the chapter suggests some approaches for ensuring ethics compliance in the digital era.