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The results show that an LLM's aggregate investment stance can be calibrated toward a specified target at inference time.
FocusGen is presented, an interactive system that introduces external perspectives into visual design exploration through a "virtual focus group" of simulated persona agents, and is positioned as a divergence scaffold for early-stage ideation rather than a substitute for audience research.
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