The Sliding Window algorithm efficiently finds the longest substring without repeating characters by maintaining a dynamic window with left and right pointers, using a Hash Set to track characters in the current window, and adjusting the window size by moving the left pointer forward when duplicates are encountered, as demonstrated through the 'abcabcbb' example.
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