The naive approach is obvious: scan, remove runs, repeat.
Use a stack of (char, count) pairs to process the string in one pass. For each character, if it matches the top of the stack, increment the count; otherwise, push a new pair. After updating, if the count reaches 2 or more, pop the pair, as those characters would be removed. At the end, reconstruct the string from the remaining pairs.
Pro tip: Clarify that the removal is iterative and can cascade, but the stack approach handles cascades automatically because after popping, the new top may match the next character, effectively merging groups. This shows you understand the problem's depth beyond a naive simulation.
Restate the problem: repeatedly remove groups of 2+ identical consecutive characters until no such groups remain. Note that removals can cause new groups to form. The solution must be O(n) time and O(n) space, so a single-pass stack approach is ideal.
Use a stack where each element is a pair (char, count). Iterate through the string: if the stack is empty or the current char differs from the top's char, push (char, 1). If it matches, increment the top's count. If the count becomes 2 or more, pop the pair.
Trace the algorithm on a sample string like 'abbaca' to demonstrate how groups are removed and how cascading works. Show the stack state at each step to verify correctness.
Explain that each character is processed once, and each stack operation is O(1), giving O(n) time. Space is O(n) in the worst case. Discuss edge cases: empty string, no removals, all characters removed, and large groups.
Write clean code with meaningful variable names. Test with the example and edge cases. If time permits, discuss alternative approaches (e.g., two-pointer) and why the stack is optimal.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.