My question is what d/dx(a^x) equals.
My answer is \(\displaystyle a^x \cdot \lim_{h \to 0} \frac{a^h-1}{h}\) but is that the simplest form?
Yes, that was your error. The derivative of \(\displaystyle a^x\) is \(\displaystyle a^x ln(a)\). Note that ln(e)= 1 so that if a= e, that becomes \(\displaystyle \frac{d e^x}{dx}= e^x(1)= e^x\).Oh. I differentiated x*ln(a) incorrectly. ln(a) is a constant.