Skip to content
Generic filters
Exact matches only
Search in title
Search in content
Search in excerpt
Filter by Article Type
Papers
Events
Tools
Funding Articles
Case Studies
Resources
Opportunities
Theme Editor Blogs
Filter by Categories
Business model innovation
Ideation and creativity in R&D
Latest news
Managing international R&D
Managing technology platforms
Managing the R&D pipeline
Open innovation
Outsourcing R&D
Project valuation and selection
R&D strategy
Roadmapping
Stage gate processes
Technology intelligence
  • Home
  • About
    • About R&D Today
    • Contributors
    • R&D Publications
    • R&D Today newsletter archive
  • Themes
    • R&D Management
      • Rationale for key themes
      • Ideation and creativity in R&D
      • Managing international R&D
      • Managing the R&D pipeline
      • Open Innovation
      • Roadmapping
      • Technology Strategy
    • Special Features
      • Innovation for a Sustainable Future
      • How to measure the value created by innovation
      • Dynamic capabilities for strategic innovation
      • Would a ‘Strategy Lab’ provide sustainable renewal of competitive advantage?
      • Design Thinking
      • China’s new model for Open Innovation
      • Penetrating the fog of Agile
      • The resurgence of frugal innovation
      • Impact of digital technologies
    • Key Conference Tracks
      • Business model innovation
      • Entrepreneurial Ecosystems, Innovation Ecosystems and platforms
      • Intellectual Property Rights
      • Sustainable Innovation
    • Innovation Leadership
  • RADMA
    • About RADMA
    • R&D Project Exchange
    • Celebrating 40 Years of RADMA
    • RADMA Scholars
    • R&D Management Journal
  • The Pentathlon Framework
    • Strategy
    • Ideas
    • Selection & Prioritisation
    • Implementation
    • People & Organisations
  • Knowledge Hub
  • R&D Management Conference
  • Events
    • Upcoming events
    • Events Archive
  • Contact
  • Home
  • About
    • About R&D Today
    • Contributors
    • R&D Publications
    • R&D Today newsletter archive
  • Themes
    • R&D Management
      • Rationale for key themes
      • Ideation and creativity in R&D
      • Managing international R&D
      • Managing the R&D pipeline
      • Open Innovation
      • Roadmapping
      • Technology Strategy
    • Special Features
      • Innovation for a Sustainable Future
      • How to measure the value created by innovation
      • Dynamic capabilities for strategic innovation
      • Would a ‘Strategy Lab’ provide sustainable renewal of competitive advantage?
      • Design Thinking
      • China’s new model for Open Innovation
      • Penetrating the fog of Agile
      • The resurgence of frugal innovation
      • Impact of digital technologies
    • Key Conference Tracks
      • Business model innovation
      • Entrepreneurial Ecosystems, Innovation Ecosystems and platforms
      • Intellectual Property Rights
      • Sustainable Innovation
    • Innovation Leadership
  • RADMA
    • About RADMA
    • R&D Project Exchange
    • Celebrating 40 Years of RADMA
    • RADMA Scholars
    • R&D Management Journal
  • The Pentathlon Framework
    • Strategy
    • Ideas
    • Selection & Prioritisation
    • Implementation
    • People & Organisations
  • Knowledge Hub
  • R&D Management Conference
  • Events
    • Upcoming events
    • Events Archive
  • Contact

Menu

The downsides of AI in innovation

“We aim to better understand which type of innovation risks really increase with AI, and how they can be attenuated,” comments Petra Nylund, University of Stuttgart, chair of track 2.9 at the R&D Management Conference 2025.

Need for a broader approach

“As the R&D Management community progresses towards an understanding of how AI influences innovation, we are ready to get a better grip on the downsides of AI in innovation,” comments Petra Nylund, University of Stuttgart. Petra is chair of Track 2.9 in the R&D Management Conference 2025.

Petra Nylund, University of Stuttgart
Petra Nylund, University of Stuttgart

“We hope for a track that brings together different theoretical and empirical perspectives to have a wider discussion on this topic.

“My co-chairs – Henry, Justyna and Paavo – and I hope for a track that brings together different theoretical and empirical perspectives to have a wider discussion on this topic. I have been working on topics such as industry dynamics, open innovation, and trust-related issues in the context of AI, and this has drawn my attention to the need for a broader approach.”

Track 2.9 The downsides of AI in innovation

As an enabling technology, AI impacts innovations in many fields e.g., health, education, and manufacturing, as well as interdisciplinary innovation processes. While we jump at all the opportunities that AI brings for innovation, we must also take a moment to address the potential downsides resulting from unintended consequences of these powerful tools.

Some of the uncertainty around AI comes from the lack of transparency in terms of data sources for algorithm training, due to black box processes or low AI literacy. In this track, we will try to better understand which innovation risks really increase with AI, and how they can be attenuated.

This requires research to include ecosystemic technology trajectories and the systemic risks inherent in much open innovation. We will also discuss how data strategy can be leveraged to ensure positive outcomes of AI in innovation.

We are looking for submissions across the full range of AI technologies, from problems with uncritical use of GenAI to the ethical issues of AI in Industry 5.0. This also means we expect very different theoretical approaches including innovation leadership, innovation ecosystems, and socio-technical transitions, to name but a few.

Find out more about Petra on her Contributor page.

R&D Management Conference 2025

R&D Management Conference 2025:
Innovation & Biodiversity

Institute of Management of Scuola Superiore Sant’Anna, Pisa
30 June – 2 July 2025

Track 2.9 The downsides of AI in innovation

Track chair: Petra Nylund, University of Stuttgart

Co-chairs:
Henry Lopez-Vega, Umeå University
Justyna Dąbrowska, RMIT University
Paavo Ritala, LUT University

rnd2025.org

  • 16 January 2025
View our newsletter archive
  • Related posts

    • Who’s steering future innovation – humans or AI?
    • AI can help you win at new product development – Dr Robert Cooper says now is the time to act
    • Innovating with Large Language Models (LLMs): the role of AI in knowledge extraction and generation
    • Open Innovation and AI: Collaborating to Foster Knowledge Flows and Value Creation
    • Is AI the new R&D function in modern corporations?
    • Precision meets accountability: The future of AI in R&D
    • Regenerating natural ecosystems – Virginia Castellucci, 3Bee
    • Energy transition is an opportunity for innovation – Nicola Rossi, Enel Green Power
    • Systems medicine approach to human health – Jacopo Orlando, Agricultural Public Affairs, Aboca
    • The role of digital transformation in the global world
    • The paradoxical relationship between biodiversity and the tourism and hospitality industry
    • Sustainable Supply Chain: challenge and trends in the Industry 5.0 era
  • Have your say

    Have your say / Follow us

    Linkedin Soundcloud Twitter Youtube Linkedin-in

    R&D Today is the outreach site for the Research and Development Management Association, a charitable organisation that supports research, best practice and innovation.  www.radma.net

    Click here to sign up to our newsletter, and
     click here to view our newsletter archive.

    © Copyright R&D Today

    2025.

    All rights reserved.