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KatherineElkins/README.md

Katherine Elkins

I am an AI safety researcher and Co-Founder of the Human-Centered AI Lab, a PI representing the MLA in the NIST AI Safety Institute Consortium, and a PI for a Schmidt Sciences HAVI grant building open-access AI tools for endangered cultural archives.

My research focuses on where language models break down--how they mishandle negation, respond to emotional manipulation, and fail at the kinds of prohibition and persuasion humans navigate every day. I build computational tools to find and measure these failures.

Current work:

  • LLM evaluation for the NIST AI Safety Institute Consortium (representing the Modern Language Association)
  • Archival Intelligence: AI tools for endangered archives in New Orleans (Schmidt Sciences HAVI)
  • SentimentArcs: computational methodology for emotional arc in narrative
  • Multi-agent behavioral simulation for high-stakes decision-making

Links: Website · Google Scholar · Human-Centered AI Lab · ORCID

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  1. programming-humanity-2025 programming-humanity-2025 Public

    Programming Humanity 2025

    Jupyter Notebook 3 1

  2. global-ai-regulation-comparative-study global-ai-regulation-comparative-study Public

    Comparative analysis of AI regulation in the EU, China, and the US - examining risk frameworks, enforcement approaches, and the battle between innovation and safety

    3 1

  3. llm-sota-chatbots-ethics-based-audit llm-sota-chatbots-ethics-based-audit Public

    3

  4. sentimentarcs_notebooks sentimentarcs_notebooks Public

    Jupyter Notebook 3

  5. translation-loss-ai-analysis translation-loss-ai-analysis Public

    Jupyter Notebook 3 1

  6. Sentiment-XAI-Greybox-Ensemble Sentiment-XAI-Greybox-Ensemble Public

    Python 3