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Explore cutting-edge techniques in automated program improvement and repair in this seminar by Claire Le Goues. Discover a novel approach that combines heuristic and semantic methods to tackle software bugs effectively. Learn about scalable semantic code search techniques that identify and adapt existing code to automatically fix bugs, with a focus on producing high-quality patches. Gain insights into the potential of these methods to address key challenges in automated patching. Understand the speaker's research interests in software engineering and programming languages, particularly in automating the evolution, debugging, and improvement of real-world software systems. Get to know Claire Le Goues, an Assistant Professor at Carnegie Mellon University, her background, and her passion for educating software engineering practitioners and researchers from diverse backgrounds.