A different unit of information
Quantum computers use qubits whose states can involve superposition. Algorithms use operations involving interference and entanglement to produce measurable outcomes.
Not faster at everything
Quantum computing seeks advantages for particular problems. Noise, errors and maintaining quantum states are central engineering challenges.
Question the headline
If a headline claims a quantum advantage, ask which problem and which comparison it uses. A result on one benchmark does not describe every computing task.