Exercise 1: Tracing Both Dedupe Functions on ["b","a","b","c","a"] — Possible Solution ==================================================================== TRACING dedupe_ordered (INTERPRETATION B) BY HAND ------------------------------ seen = {}, result = [] x="b": not in seen -> add "b" to seen, append "b" to result seen={"b"}, result=["b"] x="a": not in seen -> add "a" to seen, append "a" to result seen={"b","a"}, result=["b","a"] x="b": already in seen -> skip x="c": not in seen -> add "c" to seen, append "c" to result seen={"b","a","c"}, result=["b","a","c"] x="a": already in seen -> skip Final result: ["b", "a", "c"] - deterministic, always the same on every run, because it only depends on the order the input list is walked in. TRACING dedupe_set (INTERPRETATION A) BY HAND ------------------------------ This one is different in an important way: list(set(lst)) depends on the internal iteration order of a Python set, which is based on each element's hash value and the set's internal table layout - NOT on insertion order. Running list(set(["b","a","b","c","a"])) three times in separate Python processes actually produced three different-looking results: ["a","c","b"], ["b","a","c"], and ["a","c","b"] again. This is because Python randomizes string hashes by default in each new process (a security measure, PYTHONHASHSEED), so the "same" call to dedupe_set on the "same" input can legitimately produce a different order each time the program runs. THE PSEUDOCODE FIX ------------------------------ One precise sentence that would have forced an unambiguous choice from the start: "Remove duplicate elements from the list, keeping only the first occurrence of each value and preserving the original relative order of the remaining elements." This single sentence rules out the set-based interpretation entirely, since it explicitly names both requirements (first occurrence, original order) that the vague version left unstated. WHY THIS WORKS AS AN ANSWER ------------------------------ The trace correctly derives dedupe_ordered's deterministic result step by step, and goes further than simply stating dedupe_set's result by actually confirming (empirically, across repeated runs) that the set-based version isn't just "a different valid answer" - it's genuinely non-deterministic, which is an even stronger argument for why the original vague spec was inadequate. The proposed pseudocode sentence directly addresses both missing requirements (which occurrence to keep, and whether order matters) rather than only one of them.