Ai Research & Innovation
VisionGuard — Discovering Failure Modes in Vision-Language Models using RL
This research helps machines better understand images and language by automatically finding where they make mistakes. Instead of relying on people to spot these errors, it uses smart algorithms that learn from the machines' answers. As a result, it identifies new areas where VLMs struggle, improving their overall performance.