Free movies (and LLM-aided viz design)

An LLM-driven exploration of visualizing 800 National Film Registry movies. After failed genre and text-embedding approaches, the author uses LLMs to generate nuanced attributes, cluster films, and design an interactive visualization that reveals meaningful similarities without standard categories, reflecting on strengths and limits of “Team LLM” design iteration. Continue reading →