Opening
Opening
by the co-founders Cristina Alaimo & Lauren Waardenburg
MAR 2.04
by the co-founders Cristina Alaimo & Lauren Waardenburg
Host: Bomi Kim
Tomoko Yokoi, Daniella Laureiro-Martinez, Federico Magni, & Stefano Brusoni — AI, Meaning-Making, and Knowledge Infrastructures
Korinzia Toniolo, Bomi Kim, & Stefan Haefliger — Reconfiguring Infrastructures of Knowing for AI Integration
Maria Esmeralda Palaganas — Generative AI and how it affects Independent Creative Work
Irene Vega Ramón, Paavo Ritala, & Letizia Mortara — The epistemic value of LLMs for knowledge creation
Host: Lauren Waardenburg
Zoe Jonassen — From Fear to Excitement (and Back?): Emotional Trajectories Around Algorithmic Tools
Stella Kyratzi & Anastasia Sergeeva — How is automation initiated in physical labor: The role of advisors in demystifying robots
Teodora Groza — Friends or Things? The Case for Treating AI Companions as Objects
Aya Rizk & Besma Glaa — Your pain is my pain — Designing AI-informed patient-centric pain rehabilitation programs
Host: Jonny Holmström
Merle Pohl & Lauri Wessel — Proxemic Practices in Digital (Dis)connecting
Constanze Leeb — Considering the Human-Environment-AI triad: A 4E Cognition perspective on AI
Jonathan Winter, Lior Zalmanson — Do As I Say, Not As I Do: How Authority Concerns Undermine Managerial Disclosure of GenAI Use
Constanze Kerres — Doing ethics with technology: How AI technology reveals and shapes moral practice in a public service organization
Host: TBA
Troels Mønsted — Ambient scribes and epistemic work in healthcare
Hannah Tilsch & Anne-Sophie Mayer — Exploring Expert Responses to the Datafication of Expertise Through People Analytics
Helena Vallo Hult, Livia Norström, Katarina Schoultz, & Ann Svensson — Resonance and Alienation in Professional Practice
Richard Henkenjohann, Jonas Nienstedt, & Manuel Trenz — Appropriating the Worker through Personal AI Creation Models
Host: Domenico di Prisco
Robin Killewald, Thomas Haskamp, Sandro Franzoi, & Jan vom Brocke — Rethinking Generative AI: From Individual Use to Process-Level Value
Georgia Meyer — Heterotopias of Value(s): From Applied Utopistics to Applied Heterotopologies
Kira Fink & Jin Gerlach — Organizational Learning in Algorithmic Management Contexts
Franziska Röckel, Benjamin van Giffen, Jennifer Hehn, & Andreas Janson — Theorizing the Anatomy of Design Challenges as a Boundary Object for Organizing AI Innovation
Host: Lior Zalmanson
Lilly Pijnenburg Muller & Alexander Kempton — Loopy ecologies: Human Oversight and the Conditions of Human Agency in AI Systems
Margunn Aanestad, Alexander Kempton, Troels Mønsted, & Mari Serine Kannelønning — Trust creation in AI implementation at scale
Sofia Mogno — It Takes Two to Tango: Reframing Creative Agency in Human Collaboration with Generative AI
Alexander Flaig — The Socioalgorithmic Reality of Markets: A New Perspective on the Notion of Markets
Host: Cristina Alaimo
Nelly Dux, Cristina Alaimo, & Harris Kyriakou — Acting without memory: the data governance of agentic AI
Albine Komysheva, Daniel Courtney, & Hannes Rothe — Transaction Platforms in Health: Creating Value from Data in Complex Ecosystems
Livia Norström, Lars Walter, & Janice Aguilar, Gustavson — Epistemic Tensions in Datafication of Social Sustainability in Supply Chains
Andrey Indukaev — The value(s) of open-source AI in practice: reporting on fieldwork on developers
Host: Jannis Kallinikos
Dario Bonaretti — Agentic Data
Antragama Ewa Abbas, Martin Brennecke, & Mark de Reuver — Problematizing Control-Based Data Sovereignty in Data Ecosystems
Philipp Kernstock, Marta Stelmaszak Rosa, Andreas Hein, & Jason Thatcher — Managing by Data Architecture
Jessica Gordillo, Antragama Ewa Abbas, & Nadia Pocher — Aligning Utility and Privacy: A Requirement Elicitation Approach to Data Anonymization
Posters:
Julius Ernst Lechner — Algorithmic Explainability and Codetermination
Aya Rizk & Besma Glaa — Your pain is my pain — Designing AI-informed patient-centric pain rehabilitation programs
Aina Skott, Nhien Nguyen, & Patrick Mikalef — Shared Artificial Intelligence Capability and the Changing Competitiveness of Strategic Alliances
Anastasija Nikiforova & Nicki Lisa Cole — From Code to Cobalt: Toward a Supply Chain–Aware Theory of AI Lifecycles
Wesley de Oliveira — Systematically Unpacking Data-Related Challenges in AI: From Trends to Research Agenda
Josephine Moritz — Algorithmic Management Beyond the Gig Economy
Wendy Bradley & Julian Kolev — Data Redeployment, Market Expansion, and Competitive Advantage in a Data-Driven Economy
Rafael Crispim & Roberto Bernardes — Beyond Artificial Intelligence Adoption: A Systematic Review of AI Ecosystem Structure and Firm Capabilities
Nils Jahnke, Annabel Juenke, Frederik Möller, & Gero Strobel — Reconceptualizing the Democratization of Data and Artificial Intelligence in Organizations
Helene Müller, Josephine Moritz, Larissa Pomrehn, & Jan vom Brocke — A Meta-Analysis of Stakeholder Reactions to Algorithmic Decision-Making in Finance
Irene Vega Ramón, Paavo Ritala, & Letizia Mortara — The epistemic value of LLMs for knowledge creation
by the co-founders Cristina Alaimo & Lauren Waardenburg
Title: Scientific AI: Theorizing data for Nature, not the Internet
Paavo Ritala & Angelos Kostis — Machinification as the new organizing logics
Pooja Mohanty — Rethinking machine learning (ML) as instrument and its role in organisational learning
Astri Barbala & Kieran Conboy — Rhythms of (Synthetic) Truth: Navigating truths in AI-Assisted CSEM Investigations
Giulia Cappellaro & Angela Aristidou — Governing Medical AI Amid Regulatory Misalignment
Charles Baden-Fuller & Ben Fisher — Digital First: Insights from Fashion Firms adopting AI technology — Metaverse
Ronan Doyle & Kieran Conboy — Rethinking Real-Time: Ephemerality and the Temporal Mechanisms of AI Categorisation and Control
Désirée Waibel & Vera Tauber — Infrastructures from Alliances. How Social Ties Shape the Adoption of AI in Academic Discovery Systems
Sam Quinto — Delegating the Deal: How Managers Decide AI Autonomy and Scope in Negotiations
Joona Ruissalo, Reza M. Baygi, Esko Penttinen, & Aleksandre Asatiani — Cultivating Correspondence: Aligning Data, AI, and Practice
Marta Stelmaszak & Tomislav Karačić — Making Data Work for AI: Data Quality in the Age of Artificial Intelligence
Marjolijn Bruggeling & Lauren Waardenburg — Working with Silos: A Study of Data-Driven Transformation in Urban Policing
Carolina Polito & Cristina Alaimo — Data infrastructures and Epistemic drift
Renata Włoch, Katarzyna Śledziewska, & Sabine Pfeiffer — Tracing Digital Transformation Through Skills
Gislene Haubrich, Frida Pemer, & Stefan Haefliger — Changing Lawyering: Emerging Insights on the Work of Business Lawyers
Pernille Berg Lassen — From Random Sampling to Risk-Based Control: A Changing Ecology of Expertise
Menghan Cui & Angela Aristidou — How data professionals navigate ambiguity and craft their careers
Title: AI and Digital Era Governance
Angelos Kostis & Pamela Hinds — Robots, Cows, and Idiosyncratic Data: Rethinking Work Design in Data-Intensive Settings
Mareike Mohlmann, Robert Gregory, & Ola Henfridsson — Algorithmic Stakeholder Governance on Content Platforms: A Lead Role Perspective
Natalia Levina, Emmanouil Gkeredakis, & Anne-Laure Fayard — Epistemic Stance as Lens: Navigating Predictive and Generative AI in Organizations
Attila Bruni & Tommaso Pelagatti — Sensors and Liturgies: How Large Language Models Reach Local Companies
Pål Furu Kamsvåg, Eric Monteiro, & Lars Bungum — Benchmark is all you need? The case of health LLMs
Irad Ben Gal — Notes on Potential LLM's Consciousness
Cristina Alaimo, Domenico di Prisco, & Lauren Waardenburg — Learning without understanding: the challenges of developing AI products on LLMs as foundation models
Yasser Rahrovani, Mohammad H. Jarrahi, & Amir Karami — Legitimating AI Harm Through Dual Linguistic Processes
Weronika Łebkowska, Katarzyna Śledziewska, & Renata Włoch — AI, Work, and the Question of Control
Alvaro Arenas, Marco Smacchia, & Stefano Za — AI Bias Management as a Dynamic Capability
Christine Abdalla Mikhaeil — Reshaping the Learning–Credibility Tension: How Generative AI Amplifies Threats and Spurs Sociotechnical Tactics in Consulting
Hien Dao, Dhruba Borah, & Silvia Massini — How Artificial Intelligence affords and constraints knowledge creation in complex innovation: Insights from drug discovery
Aleksi Aaltonen, Ziyi Zhao, Kanghyun Cho, & Detmar Straub — Decoding Coding Advice: How Knowledge Workers Create and Evaluate Solutions Coming from Generative Artificial Intelligence
Rasmus Ulfsnes, Marius Mikalsen, & Astri Barbala — Who can answer? — Unpacking the practices of epistemic agency of Generative AI and machine learning in productive inquiries
Marilyn Poon & Sabrina Schneider — When Knowledge Becomes More – Not Less – Important: A Longitudinal Study of Students' Evolving Sensemaking of Generative AI in Education
Wenjian Wang & Simone Vannuccini — Lobbying Strategy in the Age of Artificial Intelligence: A Two-Stage Analysis
Mikkel Flyverbom — Trojan Horses of Tech
Francesco Gualdi & Vincent Ong — How algorithms and data drift and convert emergency policies: an institutional theory perspective
Andrea Lagna, Mayur Joshi, Aseem Pahuja, & Markos Zachariadis — A Risk Work Framework for Regulating AI-Enabled Fintech Innovations
"Theorizing Data and Artificial Intelligence" + Launch of Special Issue Call for Papers "Theorizing the Data-AI Nexus"
Moderated by: Tomislav Karačić, Anne Sophie Mayer and Elmira van den Broek
Panel participants: Kieran Conboy, Natalia Levina, Lauren Waardenburg, and Lior Zalmanson
Tomoko Yokoi, Daniella Laureiro-Martinez, Federico Magni, & Stefano Brusoni — Mind the Gap: GenAi in Creative Problem-Solving
Jafar Sabbah, Aneesh Banerjee, Feng Li, & Simone Ferriani — From Self-Efficacy to Co-Efficacy: Redefining Creative Work Performance in the Age of Generative AI
Lior Zalmanson, Shani Evenstein, & Stella Pachidi — From Guardrails to Ecosystem Stewardship: Governing the Knowledge Commons in the Age of Generative AI
Alentina Vardanyan & Lauren Waardenburg — A Typology of Human-AI Creative Interaction
Agnieszka Patecka, Elena Parmiggiani, & Lauri Wessel — Working Towards Data Quality in Data Repurposing
Frederik Metzger — Software Development Activities as Vertical and Horizontal Transformations in Data Value Creation
Julia Christis, Lukas Falcke, & Philipp Tuertscher — Commoning complexity for actionable data
Hyppolyt Lefebvre, Nick Van Der Meulen, Christine Legner, & Barbara Wixom — From Acceptable Data to Acceptable Data Use: Sensemaking and Sensegiving in AI Governance
Simone Vannuccini, Ekaterina Prytkova, & Jingyan Wu — The Artificial Intelligence shakeout to come
Krithika Randhawa — Complementarity without Markets: Orchestrating Industrial Data Ecosystems under Uncertainty
Kalina Staykova & Neha Gupta — How Data-Driven Start-Ups Overcome External Data Sourcing Challenges
Johann Kranz & Younjin Yoo — How does AI change social exchanges? From Symmetrical to Liminal Reciprocity
Rachele Contiero, Alessandra Lazazzara, Vera Lomazzi, & Silva Gilardi — Datafying stress at work: a systematic review and meta-analysis of wearables in organizational contexts
Hila Chalutz-Ben Gal & Yuval Cohen — Theorizing the Human-centered and AI Skills Ecosystems
Jonny Holmström & Samahir Elzaki — The Humanness Imperative in the Age of Generative AI
Kevin Lee — Soul: Humanness as Occupational Distinctiveness in an Age of Artificial Intelligence
Title: Data & AI: A non-essentialist account
Iryna Susha, Sofie de Wilde, & Jaime Bernal — Divergent Logics of Business-to-Government Data Sharing
Stefanie Ulschmid & Thomas Kude — Governing Inter-Organizational Data Sharing Practices: An Empirical Investigation of the Establishment of a Municipal Data Platform in Germany
Andrey Elizondo, Miguel Bernabeu, Baljean Dhillon, & Rhys Roberts — AI as Infrastructural Opening: A Qualitative Study of Sociotechnical Service Configuration for the Early Detection of Alzheimer's Disease through Retinal Analysis
Jingyang Wang & Christine Legner — When Enterprise Data Travels: Theorizing AI-Ready Data
Julian Wohlschlegel, Ekaterina Jussupow, & Janek Dittrich — Ethical Tensions in Organizational (Semi) Automation
Ksenia Mischa Rundin — Teaching machines to see like the state: Theorizing state media as AI infrastructure
Saban Ibrahim Göksal & Anastasija Nikiforova — Multi-stakeholder AI Governance: Conceptualizing Stakeholders-in-the-loop Mechanism
Olga Kokshagina, Aljona Zorina, & Djalel Benbouzid — Boundary spanning work for interorganizational ethical trustworthy AI development
Domenico di Prisco & Lauren Waardenburg — Overcoming commitment issues: How organizations cope with uncertainty in AI project management
Babu Veeresh, Kalle Lyytinen, Srikanth Paruchuri, & Kieran Conboy — Unpacking the evolution of bots in open source communities: An illustrative case study
Lara Abdel Halim — Doing, Knowing, or Illusion with LLMs? An Ethnographic Study of Software Engineers' Practices in a Leading European Telecom Company
Abhay Bhargava & Nicolas Prat — Designing An Adaptive, Predisposition-Aware Conversational AI System for Upfront Personalization in the User Acquisition Phase
Dragana Paparova, Daniel Stedjan Svendstrud, & Carsten Sørensen — Drowning in Data, Starving for Context: Building Data Foundations for AI Learning
Giovanna Culot, Christian Hendriksen, & Guido Nassimbeni — Data objects and digital supply chain visibility: Sociomateriality in data sharing and supplier surveillance
Bayan Khosravi & Roohollah Honarvar — Social-Constructed view of AI-related Moral Failure: Social Mechanisms of Surveillance, Labelling and Revelation
Kenneth Richter & Jan Maschewski — Lost in Transition: Uncovering the Invisible Data Shifts Across the Fragmented Patient Journey