This study is prompted by the adoption of Directive (EU) 2024/2831 of the European Parliament and of the Council of 23 October 2024 on improving working conditions through digital platforms. The preamble to this Directive states that algorithm-based technologies, including automated monitoring systems and decision-making systems, have enabled the emergence and development of digital labor platforms. Work on these platforms is carr...