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How do managers get their heads around artificial intelligence?: Extending the network picture discussion
Örebro universitet, Handelshögskolan vid Örebro Universitet.ORCID iD: 0000-0002-1206-7945
Örebro universitet, Handelshögskolan vid Örebro Universitet.
Örebro universitet, Handelshögskolan vid Örebro Universitet.ORCID iD: 0000-0003-2632-6378
2019 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Artificial intelligence (AI) expects to increasingly transform ways in which business is conducted. With change follows a need to question current ways of acting and interacting. Yet, the past becomes the frames through which the future is understood. By drawing on Predictive Brain Theory, which shares the same fundamental underpinnings as the Bayesian brain hypothesis, but uses insights from machine learning and neuroscience, the paper conceptualizes that prospective sense making as a skill to update in-flux network pictures are increasingly required for business managers, which the paper reflects on in the light of AI. The paper provides a novel approach to business managers’ mental capacity in understanding change and in their ability to adapt to structural shifts that require an update on gone-solid assumptions about the business environment, while linking this to AI both as a motor of change, and as challenging the human thought with machine learning.

Place, publisher, year, edition, pages
Industrial Marketing and Purchasing Group , 2019.
Keywords [en]
Artificial intelligence, Digitalization, Machine learning, Network pictures, Predictive brain theory, (Prospective) Sense making
National Category
Business Administration
Research subject
Business Administration
Identifiers
URN: urn:nbn:se:kau:diva-86571OAI: oai:DiVA.org:kau-86571DiVA, id: diva2:1607857
Conference
35th Industrial Marketing and Purchasing Conference (IMP 2019), Paris, France, April 27-30, 2019
Available from: 2021-11-02 Created: 2021-11-02 Last updated: 2021-11-18Bibliographically approved

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How do managers get their heads around artificial intelligence? Extending the network picture discussion

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Geissinger, AndreaNykvist, RasmusÖberg, Christina

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • apa.csl
  • Other style
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Language
  • de-DE
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  • en-US
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  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • asciidoc
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