Research Methodology and Innovation Questions

Focuses on how to propose, evaluate, and validate novel research ideas. Topics include surveying and synthesizing prior literature, identifying research gaps, defining clear technical and evaluation criteria, designing rigorous ablation studies and baselines, justifying methodological choices, assessing statistical and practical significance, ensuring reproducibility, and articulating paths from idea to experiment and deployment.