Design Framework

Design frameworks encompass systematic approaches to creating and optimizing systems, encompassing diverse applications from AI safety and sustainable processes to audio processing and e-commerce. Current research emphasizes efficient algorithms like Bayesian optimization and the integration of machine learning models, such as large language models and temporal neural networks, to enhance design automation and intelligence. These frameworks are crucial for addressing challenges in various fields, improving safety, efficiency, and the overall effectiveness of complex systems.