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The grand challenge discussed in the video tutorial is understanding the feedback between brain structure and function. The brain's structure influences its function, and vice versa, as the brain is constantly changing and modifying its structure through learning. The Blue Brain Project aims to digitally reconstruct brain models that capture this relationship between structure and function. The project has been ongoing for over 10 years, focusing on improving and iteratively refining these models.