Author

Stephanie T. Wang

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Review Aug 2026

AI in Search Reduces Publisher Referrals Without Improving User Experience: Experimental Evidence

The integration of generative AI into web search delivers synthesized answers to user queries, changing how people navigate and assess information, while raising concerns about the downstream impacts on publishers who supply the underlying content. We conduct a preregistered field experiment (N=1,100) on Google Search,...

Stephanie T. Wang, Jeffrey Gleason, Y. Bart et al. · 0 citations

#human-computer interacti... Preprint Sep 2026

Accounting for Stochasticity in Studies of Large Language Model Refusal

We present preliminary empirical evidence that single-observation queries are insufficient for evaluations of LLM refusal behaviors. Using a longitudinal auditing system, we issued identical prompts 100 times each across four dates to GPT-4.1 for two socially salient topics across 20 Wikipedia sources. Refusal outcomes...

Emma Lurie, Stephanie T. Wang, Sorelle A. Friedler et al. · 0 citations