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Explore the Intractable Decathlon, a groundbreaking benchmarking initiative developed with IBM's Quantum Optimization group, in this 42-minute conference talk from QDC 2025. Discover why real-world optimization problems present such formidable challenges and learn how classical computational methods have evolved to address them. Examine the potential future advantages that quantum algorithms like QAOA (Quantum Approximate Optimization Algorithm) may provide in tackling these complex problems. Understand the motivation behind creating this comprehensive benchmarking framework and delve into the modeling approach used to structure these challenges. Get introduced to an open library containing ten exceptionally difficult optimization problems specifically designed for the research community to investigate, experiment with, and attempt to solve, providing a standardized platform for advancing both classical and quantum optimization techniques.
