Certainly in the future more and more powerful boards will become avalible and probably not called Arduino. In fact there are already many ARM based boards that can handle much more complex applications. However the large user group and tremendous code library from user contributions will keep the Arduino platform alive for as long as ATMEL keeps manufacturing the AVR chips used in the Arduino boards. There will always be projects that are nearly a perfect fit for the Arduino platform as is.
Lefty