2 papers
cs.AI2026
Revealing Interpretable Failure Modes of VLMs
Isha Chaudhary, Vedaant V Jain, Kavya Sachdeva +2
Vision-Language Models (VLMs) are increasingly used in safety-critical applications because of their broad reasoning capabilities and ability to generalize with minimal task-specif…
cs.PL2026
Lumos: Let there be Language Model System Certification
Isha Chaudhary, Vedaant Jain, Prineet Parhar +4
We introduce the first principled framework, Lumos, for specifying and formally certifying Language Model System (LMS) behaviors. Lumos is an imperative probabilistic programming D…