Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Astral Space: Convex Analysis at Infinity
Outil
RadEdit model
RadEdit is a latent diffusion model trained to generate and edit chest X-rays from medical reports. It is described in detail in RadEdit: Stress-Testing Biomedical Vision Models via Diffusion Image Editing (F. Pérez-García, S. Bond-Taylor, et…
Projet
Advancing Reasoning Capabilities in Agentic AI Systems
This project aims to push the boundaries of agentic AI by addressing three critical challenges: long-horizon memory, safe and aligned tool usage, and adaptive reasoning. Current language models excel at text generation but lack agency—the…
Projet
Towards Autonomous and Reliable Supply Chains
This project explores how Generative AI can transform supply chain management from rule-based automation to true autonomy. Building on the MIT autonomous supply chain testbed, it integrates multiple AI agents that learn, adapt, and coordinate…