I feel like the brake should be able to override the gas though.
“Override” in the sense of pushing the brake pedal cancelling the accelerator input signal? No.
“Overpower” in the sense of the brakes being able to apply more force to stop the wheels from turning than the engine at full throttle is able to apply to keep them turning? Yes.