Your question is Discuss Your Research Background. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Discuss your research background and share your analysis and problem-solving approaches for common issues encountered during LLM post-training.
Asked in the Director Round stage. The first-round chat with the R&D Director focused on the candidate's research experience and post-training challenges.
Address how you investigate and mitigate data quality problems, training instability, reward hacking, over-optimization, catastrophic forgetting, hallucination, and training-serving mismatch. Explain how you would structure offline evaluation, ablations, staged rollouts, and production monitoring. Make clear which details you would clarify before selecting an approach.