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It is suggested that agent-enacted constructive conflict can turn reconsideration into concrete design actions and deepen engagement with divergent stakeholder perspectives.
Scanvas is presented, an AI-supported system for systematically discovering and developing synergistic design opportunities and enables users to surface and develop significantly higher-quality, synergistic concepts compared to LLM ideation baselines.
This work introduces a shared structural representation that decomposes ideas into purpose, mechanism, and implementation components and organizes related components in a multi-layer concept graph and defines measures of pairwise similarity and set-level mechanism coverage for assessing idea diversity.
ACME is a large and diverse multi-modal dataset aimed at advancing social navigation research, providing 29.35 hours of onboard robot data and 43.5 hours of overhead pedestrian tracking data that captures more challenging scenarios and a broader distribution of pedestrian behavior than previous datasets.
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