Hi there! I'm Nawal Ould Amer. I work on making AI systems trustworthy. Currently a Research Scientist at Airbus, focused on uncertainty quantification and reliability for LLM-based systems.

I'm particularly interested in the gap between what looks good on a benchmark and what you can actually trust in a safety-critical environment. Lately I've been exploring model uncertainty from the inside, through mechanistic interpretability.