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Arnt Olav Aardal Head of Compliance Bisnode Norge AS Etiske refleksjoner i en teknologidrevet hverdag

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Page 1: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

Arnt Olav AardalHead of ComplianceBisnode Norge AS

Etiske refleksjoner i en teknologidrevet hverdag

Page 2: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://trends.google.com/trends/explore?date=all&q=digitalization

GOOGLE TRENDS: DIGITALIZATION

Page 3: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATA

Page 4: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoT

Page 5: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

Page 6: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAIN

Page 7: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

Page 8: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

Page 9: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGY

Page 10: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

Page 11: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNING

Page 12: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

Page 13: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

Page 14: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICES

Page 15: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICESEDGE COMPUTING

Page 16: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICESEDGE COMPUTING

VR/AR/MR

Page 17: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICESEDGE COMPUTING

VR/AR/MR AUTOMATION

Page 18: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICESEDGE COMPUTING

VR/AR/MR AUTOMATIONDIGITAL TWINS

Page 19: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICESEDGE COMPUTING

VR/AR/MR AUTOMATIONDIGITAL TWINSAUGMENTED ANALYTICS

Page 20: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

BIG DATAIoTAI

BLOCKCHAINDIGITAL ADVERTISING

PROGRAMMATIC

COGNITIVE TECHNOLOGYDARK DATA REVELATION

MACHINE LEARNINGSTREAMING ANALYTICS

DEEP LEARNING

MICROSERVICESEDGE COMPUTING

VR/AR/MR AUTOMATIONDIGITAL TWINSAUGMENTED ANALYTICS

https://www.visualcapitalist.com/what-happens-in-an-internet-minute-in-2019/internet-minute-2019/

Page 21: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

HVORDAN HÅNDTERER VI SÅ DENNE UTVIKLINGEN?

Page 22: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming
Page 23: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.dw.com/en/eu-data-protection-end-of-the-digital-wild-west/a-43935002

Page 24: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

E-PRIVACY DIRECTIVE

Page 25: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

GDPR

Page 26: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming
Page 27: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming
Page 28: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.dlapiperdataprotection.com/

Chinese Data Protection Standard (GB/T 35273-2017)

The Cyber Security Law of the People's Republic of China

California Consumer Privacy Act (CCPA) (2020)

Personal Information Protection and Electronic Documents Act (PIPEDA)

The General Data Protection Law (2020)

The Information Technology (Reasonable Security Practices and Procedures and Sensitive Personal Data or Information) Rules (Privacy Rules)

Law No. 30 of 2018 with respect to Personal Data Protection (Data Protection Law)

Data Protection Act No. 152 FZ

Law 25,326 - the Personal Data Protection Law (PDPL)

Page 29: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.archynety.com/news/austria-viennese-must-remove-because-of-data-protection-bell-signs/

Page 30: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

HVA MED ETIKKEN?

Page 31: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

“Not everything that is legally compliant and technically feasible is morally sustainable.”

-Giovanni Buttarelli, European Data Protection Supervisor

Page 32: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://trends.google.com/trends/explore?date=all&q=ethics

GOOGLE TRENDS: ETHICS

Page 33: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming
Page 34: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.prweb.com/releases/the_world_ethical_data_forum_to_launch_in_barcelona_spain_september_20th_2018/prweb15770133.htm

Page 35: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming
Page 36: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

“Ethical foresight, like technological foresight, will be the key to commercial success in the digital economy”

Page 37: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

ETIKK OG DIGITALISERING: INTET NYTT UNDER SOLEN?

Page 38: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

RETT vs. GALT

Page 39: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

DIGITALT KLASSESKILLE

Page 40: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

DIGITALT KLASSESKILLE

UFORUTSETTE KONSEKVENSER

Page 41: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

MANIPULASJON

DISKRIMINERING

Page 42: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.nytimes.com/2019/03/28/us/politics/facebook-housing-discrimination.html

Page 43: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.propublica.org/article/facebook-lets-advertisers-exclude-users-by-race

Page 44: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

https://www.propublica.org/article/facebook-lets-advertisers-exclude-users-by-race

Page 45: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

ETIKK OG DIGITALISERING I PRAKSIS

Page 46: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

ÅPENHET SANNHET KONTROLL

Page 47: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

ÅPENHET SANNHET KONTROLL

TILLIT

Page 48: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

LET’S TALK ABOUT ETHICS!

Page 49: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming
Page 50: Etiske refleksjoner i en teknologidrevet hverdag · big data iot ai blockchain digital advertising programmatic cognitive technology dark data revelation machine learning streaming

Arnt Olav AardalHead of ComplianceBisnode Norge [email protected]

Takk for oppmerksomheten!