Time invariant system
The time inversion is what is creating the time dependence. It requires knowledge of absolute time (absolute time 1s in your case) 0s absolute time in the below example. The delayed system output y(t-1) is not the same as the system output y2(t) for delayed input x(t-1).
signal x(t) is assumed as x(t) = t for convenience. Nothing special.