Applied AI engineering
Designing agents that cite their source, contradict each other when doubt is warranted, and refuse to answer rather than invent. The work is less about the model than about the layers around it: indexing, retrieval, verification, scoring.
What we look at: whether you can explain why an answer was wrong, not only improve a metric.