Iva Gornishka & Laurens Samson at PyData Amsterdam 2025: Assessing LLM Alignment & Sustainability 🌱

www.pydata.org

The City of Amsterdam is researching the responsible adoption of Large Language Models (LLMs) by evaluating their performance, environmental impact, and alignment with human values. In this talk, we will share how we develop tailored benchmarks and a dedicated assessment platform to raise awareness and guide responsible implementation.

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.

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