In multi-party competitive settings, across experiments on resource allocation, fault attribution, and dispute mediation, we test whether social authority (SA) cues such as occupational status and institutional documentation behave as if scalar weights were added to one side of a judgment. We reject this scalar-weight...
Real-time triadic mediation is developed: an institutional model in which an AI system supplies simultaneous, source-grounded framework analysis to both parties in an emerging dispute, before positions harden.
This work argues that Cooperative AI evaluations should separate what models can do under benign instructions from what they tend to do under realistic civic pressure, and introduces DiffCoop-Civic, a 10-scenario pilot evaluation suite spanning preference understanding, evidence and persuasion, commitment design, asymm...
This work identifies a failure mode not addressed by a stronger model: when the context contains an assertion by a party with an incentive toward optimism - here the sales representative, a witness recorded in the CRM - the model treats the assertion as evidence and clears deals the company's own records deem unaccepta...
An agent-based model inspired by the Ising framework is developed to formalize the Care-Dare dilemma in organizational trust dynamics: agents in a well-mixed population interact through trust-building “Care” actions and growth-demanding “Dare” actions, with behavioral tendencies updated via an action-feedback update ru...
The findings suggest that trustworthy AI integration requires addressing pre-existing structural failures before introducing algorithmic decision support, and offer design recommendations for AI-supported appraisal systems, with implications for HCI research and organizational practice.
Andreas Harnindito, Akshat Sawarni· Proceedings of the 2026 Euro...· 0 citations
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