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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Vivienne Bihe Chi

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#explainable ai Oct 2026

The Ownership Cost of AI Goal-Setting: Empirical Evidence for a Quality-Motivation Dissociation and Differential Harm to Vulnerable Users (Extended Abstract)

AI systems are now deployed at scale to author personal goals on users' behalf in coaching platforms and productivity tools, a practice justified by the assumption that better-structured outputs produce better outcomes. We provide a preregistered experimental test of this assumption in personal goal-setting, a domain w...

Vivienne Bihe Chi, Roman Rietsche, Andreas Göldi et al. · 0 citations

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