As its name indicates, algorithmic regulation relies on the automation of regulatory processes through algorithms. Examining the impact of algorithmic regulation on the rule of law hence first requires an understanding of how algorithms work. In this chapter, I therefore start by focusing on the technical aspects of algorithmic systems (Section 2.1), and complement this discussion with an overview of their societal impact, emphasising their societal embeddedness and the consequences thereof (Section 2.2). Next, I examine how and why public authorities rely on algorithmic systems to inform and take administrative acts, with special attention to the historical adoption of such systems, and their impact on the role of discretion (Section 2.3). Finally, I draw some conclusions for subsequent chapters (Section 2.4).

This chapter describes the legal topics treated in the biblical collections – topics that legal historians would use in their work. They include personal status, family law, property, contract, and harms.

It is not possible under Article 34 ECHR to lodge individual applications at the Court to complain about an interference with one’s Convention rights caused by non-State actors. Nevertheless, the Court has found various ways to extend the protection offered by the Convention rights to horizontal relations.

This chapter focuses on the scope of protection of the Convention in vertical and horizontal relations. First, the direct Convention responsibilities of the States in horizontal relations are explained. The point at which an organisation or institution can be regarded as a ‘public authority’ to be held directly accountable for respecting the Convention is discussed and it is explained that public authorities are always obliged to act in accordance with the Convention, even if they behave as private parties. Subsequently, it is set out how the Convention may have indirect horizontal effect. Attention is thereby paid in particular to the positive obligations of the State to provide effective regulation and enforcement in such horizontal relationships, as well as to the obligations for national courts to take the Convention rights into account when deciding on private law matters.