Concept: Match the waste name to its source ore.
Different metal extraction routes leave behind their own signature waste. Iron making leaves slag, copper smelting leaves slag and sulfur dioxide, titanium extraction leaves magnesium chloride, and one particular route leaves a reddish sludge called red mud. Spotting which ore-processing route makes red mud pins down the metal.
Step 1: Trace aluminium's extraction route.
Aluminium does not come from a simple furnace reduction of its ore. Its ore, bauxite, is first purified into pure alumina ($Al_2O_3$) using the Bayer process, and only then is that alumina reduced to metal by electrolysis in the Hall-Heroult cell.
Step 2: Zoom into the Bayer step.
Bauxite is treated with hot, strong sodium hydroxide. The useful aluminium compound dissolves into solution as sodium aluminate, but everything else in the ore, mostly iron oxide along with some silica and titania, refuses to dissolve. This leftover solid, coloured red by the iron oxide, is filtered out as red mud.
Step 3: Check that no other metal's route matches.
Iron comes from smelting iron ore in a blast furnace with coke and limestone, giving molten iron and a silicate slag, no red mud involved. Titanium comes from the Kroll process on ilmenite/rutile, giving magnesium chloride as the byproduct. Copper comes mainly from smelting sulfide ores, giving slag and sulfur dioxide gas. None of these three processes produce anything called red mud.
Step 4: Conclude.
Red mud is uniquely tied to the Bayer process step of aluminium production.
\[ \boxed{\text{Aluminium}} \]