22

resultado(s)

Palabra(s)
Tipo de publicación
Ámbito político
Autor
Palabra clave
Fecha

Proceedings of the workshop on Use of big data and AI in fighting corruption and misuse of public funds - good practice, ways forward and how to integrate new technology into contemporary control framework

31-03-2021

Notes from the workshop on Use of big data and AI in fighting corruption and misuse of public funds - good practice, ways forward and how to integrate new technology into contemporary control framework. The workshop took place on 23 February 2021.

Notes from the workshop on Use of big data and AI in fighting corruption and misuse of public funds - good practice, ways forward and how to integrate new technology into contemporary control framework. The workshop took place on 23 February 2021.

Policy Departments’ Monthly Highlights - March 2021

08-03-2021

The Monthly Highlights publication provides an overview, at a glance, of the on-going work of the policy departments, including a selection of the latest and forthcoming publications, and a list of future events.

The Monthly Highlights publication provides an overview, at a glance, of the on-going work of the policy departments, including a selection of the latest and forthcoming publications, and a list of future events.

Taxation of the digital economy: Latest developments

15-12-2020

There is an important ongoing debate on the direct and indirect taxation of the digital economy. Proposals on digital taxes, which are under negotiation in the OECD, are inter-linked with European Commission proposals on the same subject. As the Council did not reach an agreement on the Commission proposal for a digital services tax, national initiatives appeared in the interim until a global solution in the area of direct taxation could be found in the OECD. On 1 December 2020, the Council endorsed ...

There is an important ongoing debate on the direct and indirect taxation of the digital economy. Proposals on digital taxes, which are under negotiation in the OECD, are inter-linked with European Commission proposals on the same subject. As the Council did not reach an agreement on the Commission proposal for a digital services tax, national initiatives appeared in the interim until a global solution in the area of direct taxation could be found in the OECD. On 1 December 2020, the Council endorsed the text of amendments to the Directive on Administrative Cooperation between the Member States (known as DAC7), which will oblige digital platform operators to provide information on the operations they intermediate. If an agreement is not achieved at global level by July 2021, it could trigger an EU response in the form of a digital levy. There is also a debate on whether that levy should be similar to the Commission proposal that failed to get political backing or not.

Artificial Intelligence (AI): new developments and innovations applied to e-commerce

15-04-2020

This in-depth analysis discusses the opportunities and challenges brought by the recent and the foreseeable developments of Artificial Intelligence into online platforms and marketplaces. The paper advocates the importance to support trustworthy, explainable AI (in order to fight discrimination and manipulation, and empower citizens), and societal-aware AI (in order to fight polarization, monopolistic concentration and excessive inequality, and pursue diversity and openness). This document was ...

This in-depth analysis discusses the opportunities and challenges brought by the recent and the foreseeable developments of Artificial Intelligence into online platforms and marketplaces. The paper advocates the importance to support trustworthy, explainable AI (in order to fight discrimination and manipulation, and empower citizens), and societal-aware AI (in order to fight polarization, monopolistic concentration and excessive inequality, and pursue diversity and openness). This document was prepared by the Policy Department A at the request of the Committee on the Internal Market and Consumer Protection.

Autor externo

Prof. Dr Dino PEDRESCHI

Is data the new oil? Competition issues in the digital economy

08-01-2020

The global debate on the extent to which current competition policy rules are sufficient to deal with the fast-moving digital economy has never been more pertinent. An important part of this debate concerns the market power of large high-tech companies that dominate many online markets. The main factors behind these developments are economies of scale and scope, network externalities, and the rising economic significance of data, which are a highly valuable commodity in an online economy. While being ...

The global debate on the extent to which current competition policy rules are sufficient to deal with the fast-moving digital economy has never been more pertinent. An important part of this debate concerns the market power of large high-tech companies that dominate many online markets. The main factors behind these developments are economies of scale and scope, network externalities, and the rising economic significance of data, which are a highly valuable commodity in an online economy. While being indispensable to the development of potential game changers – such as artificial intelligence – data are also a crucial input to many online services, production processes, and logistics – making it a critical element in the value chain of many different industries. Data-dependent markets are also characterised by a high level of concentration and, according to many experts, high entry barriers relating to access to and ownership of data – which make it difficult to challenge the incumbent companies. On the other hand, the large players are generally considered to be very productive and innovative. Some studies, however, show that the diffusion of know-how and innovation between the market leaders and the rest of the economy may be affecting competiveness in general. One possible way to correct these shortcomings is to regulate the sharing of data. While the risks of policy-making in this field are generally well-known and centre around the need to protect privacy – particularly where personal data are involved – and to prevent the collusive aspects of data sharing, there is currently no global model to follow. The European Union has taken multiple initiatives to unlock data markets through modern, user-centred laws such as the General Data Protection Regulation (GDPR) and the regulation on the reuse of public sector information. The global thinking seems to gradually favour more prudent oversight of the market, considering its economic heft.

A governance framework for algorithmic accountability and transparency

04-04-2019

Transparency and accountability are both tools to promote fair algorithmic decisions by providing the foundations for obtaining recourse to meaningful explanation, correction, or ways to ascertain faults that could bring about compensatory processes. The study develops policy options for the governance of algorithmic transparency and accountability, based on an analysis of the social, technical and regulatory challenges posed by algorithmic systems. Based on an extensive review and analysis of existing ...

Transparency and accountability are both tools to promote fair algorithmic decisions by providing the foundations for obtaining recourse to meaningful explanation, correction, or ways to ascertain faults that could bring about compensatory processes. The study develops policy options for the governance of algorithmic transparency and accountability, based on an analysis of the social, technical and regulatory challenges posed by algorithmic systems. Based on an extensive review and analysis of existing proposals for governance of algorithmic systems, the authors propose a set of four policy options each of which addresses a different aspect of algorithmic transparency and accountability. 1. Awareness raising: education, watchdogs and whistleblowers. 2. Accountability in public sector use of algorithmic decision-making. 3. Regulatory oversight and Legal liability. 4. Global coordination for algorithmic governance.

Autor externo

DG, EPRS

The European Council and the completion of the single market

21-03-2019

When will the EU’s single market be complete? See how the Heads of State or Government pushed for the completion of the single market, digital single market and capital markets union.

When will the EU’s single market be complete? See how the Heads of State or Government pushed for the completion of the single market, digital single market and capital markets union.

Artificial Intelligence ante portas: Legal & ethical reflections

14-03-2019

This briefing provides accessible introductions to some of the major legal, regulatory and ethical debates surrounding the deployment and use of AI systems. It focuses on the challenges that the sui generis features of AI may pose on the current legal framework and argues that as AI systems become more autonomous, a doctrinal paradigm swift may be needed. Given the foreseeable pervasiveness of AI, the briefing poses the question about how this new technology should be defined and classified in legal ...

This briefing provides accessible introductions to some of the major legal, regulatory and ethical debates surrounding the deployment and use of AI systems. It focuses on the challenges that the sui generis features of AI may pose on the current legal framework and argues that as AI systems become more autonomous, a doctrinal paradigm swift may be needed. Given the foreseeable pervasiveness of AI, the briefing poses the question about how this new technology should be defined and classified in legal and ethical terms. By providing an analysis of the key legal initiatives in this field in Europe, the briefing aims to equip the reader with the understanding they need to engage in clear-headed reflection about AI’s legal and socio-ethical challenges, and meaningful debates about how the current EU acquis may need to be adjusted to the new technological realities.

How artificial intelligence works

14-03-2019

This briefing provides accessible introductions to some of the key techniques that come under the AI banner, grouped into three sections to give a sense the chronology of its development. The first describes early techniques, described as ‘symbolic AI’ while the second focusses on the ‘data driven’ approaches that currently dominate and the third looks towards possible future developments. By explaining what is ‘deep’ about deep learning and showing that AI is more maths than magic, the briefing ...

This briefing provides accessible introductions to some of the key techniques that come under the AI banner, grouped into three sections to give a sense the chronology of its development. The first describes early techniques, described as ‘symbolic AI’ while the second focusses on the ‘data driven’ approaches that currently dominate and the third looks towards possible future developments. By explaining what is ‘deep’ about deep learning and showing that AI is more maths than magic, the briefing aims to equip the reader with the understanding they need to engage in clear-headed reflection about AI’s opportunities and challenges, and meaningful debates about its development.

Understanding algorithmic decision-making: Opportunities and challenges

05-03-2019

The expected benefits of Algorithmic Decision Systems (ADS) may be offset by the variety of risks for individuals (discrimination, unfair practices, loss of autonomy, etc.), the economy (unfair practices, limited access to markets, etc.) and society as a whole (manipulation, threat to democracy, etc.). We present existing options to reduce the risks related to ADS and explain their limitations. We sketch some recommendations to overcome these limitations to be able to benefit from the tremendous ...

The expected benefits of Algorithmic Decision Systems (ADS) may be offset by the variety of risks for individuals (discrimination, unfair practices, loss of autonomy, etc.), the economy (unfair practices, limited access to markets, etc.) and society as a whole (manipulation, threat to democracy, etc.). We present existing options to reduce the risks related to ADS and explain their limitations. We sketch some recommendations to overcome these limitations to be able to benefit from the tremendous possibilities of ADS while limiting the risks related to their use. Beyond providing an up-to-date and systematic review of the situation, the report gives a precise definition of a number of key terms and an analysis of their differences. The main focus of the report is the technical aspects of ADS. However, other legal, ethical and social dimensions are considered to broaden the discussion.

Próximos actos

21-09-2021
EPRS online Book Talk with David Harley: Inside the room - Shaping Europe, 1992-2010
Otro acto -
EPRS
21-09-2021
Putting the 'e' in e-health
Seminario -
STOA
27-09-2021
Turning the tide on cancer: the national parliaments' view on Europe's Cancer Plan
Otro acto -
BECA

Socios