Epistemic Trust as a Mechanism for Ethics Integration: Failure Modes and Design Principles from 70 Moral Imagination Workshops
Benjamin Lange, Geoff Keeling, Kyle Pedersen, Carmen Heringer, Susan B. Rubin, Ben Zevenbergen, Amanda McCroskery

TL;DR
This paper introduces epistemic trust as a key factor in successful ethics interventions within engineering teams, identifying failure modes and proposing design principles to enhance engagement.
Contribution
It develops a novel conceptual model of epistemic trust, identifies failure modes, and offers design principles based on qualitative analysis of 70 moral imagination workshops.
Findings
Identified five key dimensions of epistemic trust: Relevance, Inclusivity, Agency, Authority, and Alignment.
Created a typology of 23 failure modes related to ethics intervention engagement.
Proposed nine design principles to cultivate epistemic trust in practice.
Abstract
Bottom-up responsible innovation initiatives seek to empower technology development teams to engage in ethical reflection, yet such interventions frequently fail to achieve practitioner engagement. Why do some ethics interventions succeed while others are dismissed as irrelevant, adversarial, or disconnected from work? This paper proposes epistemic trust -- the degree to which practitioners regard an intervention, its facilitators, and its content as credible, relevant, and actionable -- as a conceptual model linking intervention design to engagement outcomes. Drawing on philosophical work on testimony and on practice-based qualitative analysis of over 70 moral imagination workshops with engineering teams between 2019 and 2025, we identify five dimensions of epistemic trust salient to ethics interventions (Relevance, Inclusivity, Agency, Authority, and Alignment) and present a typology…
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