My latest paper (with the help of my team) describes latest methods in adaptive, automated feature construction and evaluation - how to construct features utilizing scalable systems capable of self-optimization and "new alpha" over time. Main approaches described includes genetic algorithmic approach, reinforcement learning-based approach, and LLM-based approach.