Education

I believe I understand that much of the estate tax - when I die and give the money in my estate away, any funds below the exemption are not taxed.   If I withdraw money now and give it away, I have to pay taxes on that money as if I received it.  What I fail to understand is why cannot I not lower my estate exemption in lieu of paying taxes now?