Sarah Pan on Muck Rack

Sarah Pan

Boston
As seen in: Wiley Online Library, MDPI, DEV Community

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Articles

AI Doesn't Recommend the Best Product. It Recommends the Best Explained Product.

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By Sarah Pan, Bhavin Sheth
| DEV Community
A simple bubble tea experiment completely changed how I think about AI recommendations. Last week, I asked ChatGPT a question that seemed almost impossible to get wrong. "What are the best bubble tea brands in my city?" Surprisingly，some of the recommended brands were companies I had never heard of before. A few weren't even available in the cities I had lived in.
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Computer Science > Computation and Language

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By Sarah Pan, Skyler Pulling, Gwendolyn Flusche
| arxiv.org
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Open in Who Shared View Duplicates (698) Issue with article?

Choice Vectors: Streamlining Personal AI Alignment Through Binary Selection

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By Eleanor Watson, Minh Duc Nguyen, Minh Nguyễn, Sarah Pan, Shujun Zhang
| MDPI
1. Introduction Large language models (LLMs) are increasingly deployed in contexts where they must cater to each user’s unique preferences. Ensuring reliable alignment with those individual preferences—what we term personal alignment—remains a significant challenge. Problems arise when global, one-size-fits-all safety or style guidelines override a user’s specific needs.
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