Left recursion elimination is a process in compiler design to rewrite grammar rules that call themselves first, which causes problems in parsing. The process starts by identifying such rules, then creating a new non-terminal to factor out the recursion. The original rule is rewritten to start with a non-recursive option, followed by the new non-terminal. The new non-terminal handles the recursive part and includes an empty string option to stop recursion. This ensures the grammar can be parsed by top-down parsers without infinite loops. The execution table shows each step of this rewriting, and the variable tracker shows how the grammar changes. Key moments clarify why the new non-terminal and epsilon are necessary. The quiz tests understanding of these steps and their effects.