Why do LEDs emit different colours and need a current-limiting element?

Solution & explanation

Semiconductor band gap largely sets emitted photon energy and hence colour. Current rises steeply with forward voltage, so a resistor or controlled driver keeps it within limits. Brightness depends on current and device efficiency, not a safe assumption of arbitrary higher supply voltage.