Machine Learning Algorithms & Natural Language Processing

Jul 10, 2026 · Artificial Intelligence

MemSlides Agent Tops Hugging Face Leaderboard: A Powerful AI for Personalized PPT Creation

MemSlides, a memory‑driven Slides Agent, combines long‑term user‑profile memory, working memory for temporary constraints, and tool memory for operation experience to generate and iteratively edit PPTs, achieving a 96.3% closed‑loop completion rate, 53.4% strict validation pass, and cutting first‑edit time to 242.5 seconds.