Author

Aakash Gautam

2 papers indexed here

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Review Aug 2026

Appearing Legitimate is Not Enough: Interrogating Synthetic Agents in Representational Processes through a Participatory Design Lens

Synthetic agents built atop LLM-based foundation models are gaining popularity as substitutes for human participants across research contexts, including user-testing, market-research, computational social science, surveys, and qualitative research. We are also witnessing an extension of synthetic agents into experiment...

Aditya Nayak, Aditi Vashistha, Alissa Centivany et al. · 0 citations

#human-computer interacti... Preprint Aug 2026

Evaluating Beyond the Screen: Collective Assessment of AI-Generated Business Plans with Resource-Constrained Entrepreneurs

BizChat was extended, an AI-powered business-planning tool, with an evaluation module that links each generated claim to the entrepreneur's original input, and interface scaffolds like claim-to-input links primed attendees with concrete, personal evaluations.

Qi Zhao, Marjory Pineda, Ketul Chhaya et al. · 0 citations