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Kumari Neha Priya

@KNPriya

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https://www.linkedin.com/in/kumari-neha-priya/
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About Me

AI safety and healthcare AI researcher at UIUC Gies, with a background in machine learning, AI evaluation, safety, and governance. PRISM and SPAR Research Fellow, NeurIPS 2026 author and reviewer, and aspiring PhD researcher focused on making AI safer in high-stakes settings

Projects

Travel to Present HAI-TRUST Healthcare AI Work at NeurIPS 2026

unfunded

About KumariBy Kumari1
Travel to Present HAI-TRUST Healthcare AI Work at NeurIPS 2026
KNPriya avatar

Kumari Neha Priya

1 day ago

Hi @Austin, my proposal has been flagged as AI-generated by Pangram and consequently excluded from default project listings, reducing its visibility to potential funders. As someone with experience in LLM evaluation, I find this concerning. Structured and professional writing does not automatically mean AI slop.

I also tested this AI detector's accuracy. When I first submitted my proposal, it was flagged as 86% AI-generated. I then kept editing my content and removing more lines, yet the score jumped to 90%. This raises serious concerns about the detector's accuracy and how it is unnecessarily penalizing my proposal. I should not have to compromise the quality of my writing just to get past this flag.

I completely understand this is done to filter low-quality submissions, but a detection score alone should not determine a proposal's credibility or visibility. Could you please review this flag and reconsider the restriction?