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Introduction: Federal agencies have instituted guidelines to prioritize the enrollment and retention of diverse participants in precision medicine research (PMR). Prior studies examining participation of minoritized communities have shown that potential benefits represent a key determinant. Human subject research guidance, however, conceptualizes potential benefits narrowly, emphasizing generalized advances in medical knowledge. Further, few studies have provided qualitative data that critically examine how the concept of "benefit" is interpreted or challenged in the context of research practice. This paper examines the experiences of PMR investigators and frontline research staff to understand how standard approaches to benefit are received, contested, and negotiated "on the ground." Methods: Findings are drawn from a qualitative project conducted across five US-based, federally funded PMR studies. Data collection included 125 in-depth interviews with a purposive sample of investigators, research staff, community advisory board members, and NIH program officers associated with these PMR studies. Results: Researchers report that the standard approach to benefit – which relies on the premise of altruism and the promise of incrementally advancing scientific knowledge – is frequently contested. Researchers experience moral distress over the unmet clinical, psychosocial, and material needs within the communities they are engaging. Many believe the broader research enterprise has a responsibility to better address these needs. Conclusion: Researchers frequently take issue with and sometimes negotiate what is owed to participants and to their communities in exchange for the data they provide. These experiences of moral distress and these improvisations warrant systematic redress, not by individual researchers but by the broader research ethics infrastructure.