MAIA: Multi-Agent Intent Articulation for Requirement Discovery in Art Commissions
3.40T1 sourcearXiv cs.HC
Source record
Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2609.12097.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryMAIA is a multi-agent system that scaffolds requirement discovery for art commissions through Socratic inquiry under a 'Verification over Invention' rule, turning vague affect into text briefs the user ratifies. A within-subjects study (N=16) showed large gains in cognitive support (r=0.96); blind expert review by three concept artists confirmed improved visual completeness and executability.
Why it mattersThe 'Verification over Invention' gate and articulation-bottleneck framing offer a transferable pattern for any agent that must elicit intent before producing artifacts, not just images.
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