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Die Suche erzielte 3 Treffer.

A Glance into Smart Cities and the Procurement of AI Based Solutions Journal Artikel

Ana Lucia Jaramillo, Katerina Nikolaidou

European Procurement & Public Private Partnership Law Review, Jahrgang 16 (2021), Ausgabe 3, Seite 220 - 228

The public sector in Europe can make use of artificial intelligence (AI) to boost its digital transformation. To improve public services in alignment with the European democratic values, principles and rights, public procurement can leverage the innovation of AI for the public good. Both AI and the Internet of Things (IoT), fueled with quality data, offer new possibilities to spark the innovative power of a city, a Smart City. The potential of AI is at the tip of our mobile phones and the connection to networks where data is shared. This can be useful to citizens and administrations, but not without challenges and risks. Therefore, this article explores what a Smart City is, and the benefits and risks of AI based solutions in the context of Innovation Procurement. It offers examples and refers to legal and ethical frameworks for the reuse of data. Keywords: data, artificial intelligence, smart cities, innovation procurement


Deus Ex Machina? Journal Artikel

Some Remarks on Public Procurement in the Second Machine Age

Paweł Nowicki

European Procurement & Public Private Partnership Law Review, Jahrgang 15 (2020), Ausgabe 1, Seite 53 - 60

The ‘Second Machine Age’ is a term created by two MIT professors, Erik Brynjolfsson and Andrew McAfee, and means the time of emerging technologies: artificial intelligence, machine learning, neurotechnology, biotechnology, virtual reality, Big Data, Internet of Things, blockchain, etc. Emerging technologies are seemingly not related to law, and in particular to public procurement law, but enter into complex relationships with legal regulation. This paper aims to introduce both the opportunities and challenges that some of these technologies (AI, blockchain, smart contracts) create for public procurement praxis, showing that it’s not deus ex machina. New technologies will undoubtedly enrich and improve the public procurement system, but they also raise legitimate ethical and legal concerns. Keywords: Artificial intelligence; Machine learning; Blockchain; Smart contracts; Future of public procurement; Digitalisation.


The Implementation of Decentralised Ledger Technologies for Public Procurement Journal Artikel

Blockchain-based Smart Public Contracts

Sergi Nin Sánchez

European Procurement & Public Private Partnership Law Review, Jahrgang 14 (2019), Ausgabe 3, Seite 180 - 196

In the context of the digital transformation of the European economy and society, new technologies have emerged bringing new opportunities for the benefit of citizens, public administrations and businesses. One of these is the Blockchain-based smart contracts rooted in what is known as Distributed Ledger Technologies (DLTs). This article aims to provide an overview of how DLTs could be successfully implemented in the governance of public procurement, as well as discussing some legal challenges that might appear. Taking into account the proof of concept of all the existing projects in this field, DLTs promise to provide procuring with a high level of transparency, integrity, autonomy, and overall speed-up procurement cycles. While the architecture of a Blockchain-based public procurement scheme is constrained by the immaturity of the technology, it is observed that the establishment of private ledgers (or public-permissioned ledgers) in tender procedures might be more suitable to public procurement. Although the process of implementation might be costly and less feasible in comparison with other fields in the public sector, initiatives focusing on this area should be endorsed. Ultimately, the successful implementation of DLTs in the governance of public procurement is inconceivable without a far-reaching professionalisation of procurement practitioners. Keywords: Blockchain; Smart Public Contracts; Artificial Intelligence; Digital Governance; Distributed Ledger Technology; Digital Procurement.

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