Using the rate expression for the first order kinetics and expressing the half-life time, it can be proven the half-life time $t_\frac 1 2$ of the first order reaction is independent of its initial concentration:
$$t_\frac 1 2 = \frac{\ln 2}{k}$$
Can we intuitively explain that the first order half-life time is independent of its starting concentration and remains constant without the aid of the derived expression for the half-life time said above?
For the zeroth order reaction, it can intuitively be explained, but for the first order reaction it seems a little hard.