Research Philosophy and Problem Selection Questions

How a researcher chooses and prioritizes problems to pursue. This includes articulating criteria for novelty, potential scientific and product impact, feasibility, ethical considerations, dataset diversity and bias risks, expected evaluation strategies, trade offs between foundational research and applied work, and the decision process for when to iterate, abandon, or escalate a direction.