Array ( [id] => 2 [link] => [name] => [desc] => [children] => Array ( [0] => Array ( [id] => 7 [link] => https://edoc.coe.int/en/7-online-resources [name] => Online resources [desc] => [children] => Array ( [0] => Array ( [id] => 378 [link] => https://edoc.coe.int/en/378-the-council-of-europe-in-brief [name] => The Council of Europe in brief [desc] => [children] => Array ( [0] => Array ( [id] => 364 [link] => https://edoc.coe.int/en/364-map-of-the-member-states [name] => Map of the member states [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 381 [link] => https://edoc.coe.int/en/381-an-overview [name] => An overview [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 408 [link] => https://edoc.coe.int/en/408-annual-activity-report [name] => Annual activity report [desc] => [children] => Array ( ) ) ) ) [1] => Array ( [id] => 170 [link] => https://edoc.coe.int/en/170-human-rights [name] => Human rights [desc] => [children] => Array ( [0] => Array ( [id] => 172 [link] => https://edoc.coe.int/en/172-european-convention-on-human-rights [name] => European Convention on Human Rights [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 374 [link] => https://edoc.coe.int/en/374-fundamental-freedoms [name] => Fundamental freedoms [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 191 [link] => https://edoc.coe.int/en/191-violence-against-women [name] => Violence against women [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 187 [link] => https://edoc.coe.int/en/187-children-s-rights [name] => Children's rights [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 192 [link] => https://edoc.coe.int/en/192-trafficking-in-human-beings [name] => Trafficking in human beings [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 372 [link] => https://edoc.coe.int/en/372-refugees [name] => Refugees [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 176 [link] => https://edoc.coe.int/en/176-death-penalty [name] => Death penalty [desc] => [children] => Array ( ) ) [7] => Array ( [id] => 177 [link] => https://edoc.coe.int/en/177-prevention-of-torture [name] => Prevention of torture [desc] => [children] => Array ( ) ) [8] => Array ( [id] => 178 [link] => https://edoc.coe.int/en/178-racism [name] => Racism [desc] => [children] => Array ( ) ) ) ) [2] => Array ( [id] => 179 [link] => https://edoc.coe.int/en/179-democracy [name] => Democracy [desc] => [children] => Array ( [0] => Array ( [id] => 180 [link] => https://edoc.coe.int/en/180-local-democracy [name] => Local democracy [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 182 [link] => https://edoc.coe.int/en/182-elections [name] => Elections [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 181 [link] => https://edoc.coe.int/en/181-world-forum-for-democracy [name] => World Forum for Democracy [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 413 [link] => https://edoc.coe.int/en/413-civil-society [name] => Civil society [desc] => [children] => Array ( ) ) ) ) [3] => Array ( [id] => 233 [link] => https://edoc.coe.int/en/233-law [name] => Law [desc] => [children] => Array ( [0] => Array ( [id] => 234 [link] => https://edoc.coe.int/en/234-organised-crime [name] => Organised crime [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 235 [link] => https://edoc.coe.int/en/235-corruption [name] => Corruption [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 237 [link] => https://edoc.coe.int/en/237-data-protection [name] => Data protection [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 175 [link] => https://edoc.coe.int/en/175-european-prison-reform [name] => European prison reform [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 238 [link] => https://edoc.coe.int/en/238-terrorism [name] => Terrorism [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 239 [link] => https://edoc.coe.int/en/239-efficiency-of-justice [name] => Efficiency of justice [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 379 [link] => https://edoc.coe.int/en/379-international-law [name] => International law [desc] => [children] => Array ( ) ) ) ) [4] => Array ( [id] => 193 [link] => https://edoc.coe.int/en/193-society [name] => Society [desc] => [children] => Array ( [0] => Array ( [id] => 194 [link] => https://edoc.coe.int/en/194-living-together-diversity-and-freedom-in-europe [name] => Living Together - Diversity and Freedom in Europe [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 195 [link] => https://edoc.coe.int/en/195-european-social-charter [name] => European Social Charter [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 205 [link] => https://edoc.coe.int/en/205-drugs-and-addictions [name] => Drugs and addictions [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 196 [link] => https://edoc.coe.int/en/196-migration [name] => Migration [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 197 [link] => https://edoc.coe.int/en/197-council-of-europe-development-bank [name] => Council of Europe Development Bank [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 222 [link] => https://edoc.coe.int/en/222-lgbt [name] => LGBT [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 223 [link] => https://edoc.coe.int/en/223-people-with-disabilities [name] => People with disabilities [desc] => [children] => Array ( ) ) [7] => Array ( [id] => 190 [link] => https://edoc.coe.int/en/190-gender-equality [name] => Gender equality [desc] => [children] => Array ( ) ) ) ) [5] => Array ( [id] => 198 [link] => https://edoc.coe.int/en/198-new-technologies-medias [name] => New technologies / Medias [desc] => [children] => Array ( [0] => Array ( [id] => 199 [link] => https://edoc.coe.int/en/199-internet [name] => Internet [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 200 [link] => https://edoc.coe.int/en/200-children-and-the-internet [name] => Children and the Internet [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 201 [link] => https://edoc.coe.int/en/201-media [name] => Media [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 202 [link] => https://edoc.coe.int/en/202-cybercrime [name] => Cybercrime [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 410 [link] => https://edoc.coe.int/en/410-artificial-intelligence [name] => Artificial intelligence [desc] => [children] => Array ( ) ) ) ) [6] => Array ( [id] => 203 [link] => https://edoc.coe.int/en/203-health [name] => Health [desc] => [children] => Array ( [0] => Array ( [id] => 204 [link] => https://edoc.coe.int/en/204-bioethics [name] => Bioethics [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 206 [link] => https://edoc.coe.int/en/206-medicines [name] => Medicines [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 207 [link] => https://edoc.coe.int/en/207-health-care [name] => Health care [desc] => [children] => Array ( ) ) ) ) [7] => Array ( [id] => 208 [link] => https://edoc.coe.int/en/208-culture-heritage-nature [name] => Culture, heritage, nature [desc] => [children] => Array ( [0] => Array ( [id] => 210 [link] => https://edoc.coe.int/en/210-european-cultural-convention [name] => European Cultural Convention [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 211 [link] => https://edoc.coe.int/en/211-intercultural-and-interreligious-dialogue [name] => Intercultural and interreligious dialogue [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 212 [link] => https://edoc.coe.int/en/212-environment [name] => Environment [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 214 [link] => https://edoc.coe.int/en/214-culture-and-democracy [name] => Culture and democracy [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 397 [link] => https://edoc.coe.int/en/397-cultural-heritage [name] => Cultural heritage [desc] => [children] => Array ( ) ) ) ) [8] => Array ( [id] => 215 [link] => https://edoc.coe.int/en/215-the-council-of-europe-and-the-european-union [name] => The Council of Europe and the European Union [desc] => [children] => Array ( [0] => Array ( [id] => 216 [link] => https://edoc.coe.int/en/216-different-roles-shared-values [name] => Different roles, shared values [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 217 [link] => https://edoc.coe.int/en/217-partnerships [name] => Partnerships [desc] => [children] => Array ( ) ) ) ) [9] => Array ( [id] => 218 [link] => https://edoc.coe.int/en/218-minority-rights [name] => Minority rights [desc] => [children] => Array ( [0] => Array ( [id] => 219 [link] => https://edoc.coe.int/en/219-national-minorities [name] => National minorities [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 220 [link] => https://edoc.coe.int/en/220-minority-languages [name] => Minority languages [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 221 [link] => https://edoc.coe.int/en/221-roma-and-travellers [name] => Roma and Travellers [desc] => [children] => Array ( ) ) ) ) [10] => Array ( [id] => 224 [link] => https://edoc.coe.int/en/224-education [name] => Education [desc] => [children] => Array ( [0] => Array ( [id] => 226 [link] => https://edoc.coe.int/en/226-teaching-history [name] => Teaching History [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 393 [link] => https://edoc.coe.int/en/393-human-rights-democratic-citizenship-and-interculturalism [name] => Human rights, democratic citizenship and interculturalism [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 394 [link] => https://edoc.coe.int/en/394-language-learning [name] => Language learning [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 398 [link] => https://edoc.coe.int/en/398-teacher-education [name] => Teacher education [desc] => [children] => Array ( ) ) ) ) [11] => Array ( [id] => 382 [link] => https://edoc.coe.int/en/382-youth [name] => Youth [desc] => [children] => Array ( [0] => Array ( [id] => 392 [link] => https://edoc.coe.int/en/392-youth-in-europe [name] => Youth in Europe [desc] => [children] => Array ( ) ) ) ) [12] => Array ( [id] => 383 [link] => https://edoc.coe.int/en/383-sport [name] => Sport [desc] => [children] => Array ( [0] => Array ( [id] => 384 [link] => https://edoc.coe.int/en/384-sport-for-all [name] => Sport for all [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 390 [link] => https://edoc.coe.int/en/390-doping [name] => Doping [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 391 [link] => https://edoc.coe.int/en/391-violence-in-sport [name] => Violence in sport [desc] => [children] => Array ( ) ) ) ) [13] => Array ( [id] => 240 [link] => https://edoc.coe.int/en/240-institutions [name] => Institutions [desc] => [children] => Array ( [0] => Array ( [id] => 242 [link] => https://edoc.coe.int/en/242-parliamentary-assembly [name] => Parliamentary Assembly  [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 243 [link] => https://edoc.coe.int/en/243-congress-of-local-and-regional-authorities [name] => Congress of Local and Regional Authorities  [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 244 [link] => https://edoc.coe.int/en/244-european-court-of-human-rights [name] => European Court of Human Rights [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 245 [link] => https://edoc.coe.int/en/245-human-rights-commissioner [name] => Human Rights Commissioner [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 246 [link] => https://edoc.coe.int/en/246-conference-of-ingos [name] => Conference of INGOs [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 247 [link] => https://edoc.coe.int/en/247-conferences-on-the-future-of-the-european-court-of-human-rights [name] => Conferences on the future of the European Court of Human Rights [desc] => [children] => Array ( ) ) ) ) [14] => Array ( [id] => 386 [link] => https://edoc.coe.int/en/386-resources-for-young-people [name] => Resources for young people [desc] => [children] => Array ( [0] => Array ( [id] => 387 [link] => https://edoc.coe.int/en/387-6-10-years [name] => 6 - 10 years [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 389 [link] => https://edoc.coe.int/en/389-11-18-years [name] => 11 - 18 years [desc] => [children] => Array ( ) ) ) ) [15] => Array ( [id] => 402 [link] => https://edoc.coe.int/en/402-resources-for-teachers [name] => Resources for teachers [desc] => [children] => Array ( [0] => Array ( [id] => 404 [link] => https://edoc.coe.int/en/404-educational-tools [name] => Educational tools [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 407 [link] => https://edoc.coe.int/en/407-history-teaching [name] => History teaching [desc] => [children] => Array ( ) ) ) ) ) ) ) ) 1

Catalog

Newsletter

Bookshop

Online bookshop

Study on the impact of artificial intelligence systems, their potential for promoting equality, including gender equality, and the risks they may cause in relation to non-discrimination (2023)

Artificial intelligence
Format : PDF PDF
112923GBR
Type of document :
Document
Format :
PDF
Language :
English
Size :
948 KB
Number of pages :
106
Council of Europe - Ivana Bartoletti and Raphaële Xenidis
Free
Tax excluded
Download
Fichier indisponible, contactez-nous pour plus d'informations
To receive multiple printed copies, subject to availability, please contact us
GENDER EQUALITY COMMISSION (GEC) AND THE STEERING COMMITTEE ON ANTI-DISCRIMINATION,DIVERSITY AND INCLUSION (CDADI)

As the deployment of algorithmic systems and AI applications is growing in size and significance, algorithmic discrimination has become a matter of rising public concern. Regulatory responses are currently being devised across the globe, including in the European Union.
In this perspective, this study investigates the discriminatory risks of algorithmic technologies, the specific legal responses to algorithmic discrimination that can be offered by the Council of Europe, and the potential of these technologies for promoting equality, including gender equality.
INTRODUCTION: THE CONTEXT
SECTION 1
UNPACKING ‘MACHINE BIAS’: HOW CAN ALGORITHMIC TECHNOLOGIES LEAD TO DISCRIMINATION?
1) What is AI?
2) What is algorithmic bias?
3) The discriminatory impact of AI: some concrete examples
4) What makes algorithmic discrimination different?
5) Addressing algorithmic discrimination: best practices and their limits
6) Representation and participation issues: The lack of diversity and inclusion in the AI industry
SECTION 2
THE LEGAL AND POLICY LANDSCAPE IN EUROPE: STRENGTHS AND SHORTCOMINGS
I. Discrimination and equality: legal and policy instruments and their limits
II. Privacy and data protection law: Fairness and accuracy
III. AI sectoral regulations: strengths and limits for promoting equality and addressing discrimination
SECTION 3
PROMOTING EQUALITY IN AND THROUGH THE USE OF AI: THE ROLE OF POSITIVE ACTION AND POSITIVE OBLIGATIONS
I. Revisiting existing rules in light of new power asymmetries
II. An obligation to promote equality in and through the use of algorithmic systems: the role of positive action and positive obligations
SECTION 4
RECOMMENDATIONS
Policy recommendations: Towards human-rights-based approach to AI

Similar themes