State of the Art and Literature Awareness Questions

Demonstrate familiarity with recent papers, emerging techniques, and breakthroughs in the relevant field. Candidates should be able to summarize key contributions of important recent works, compare approaches, critique experimental methodology and limitations, synthesize trends across papers, and identify open problems and promising directions. Be ready to explain how literature informs your design choices and how to position new work relative to existing baselines.