Aristotle's ideas changed gradually throughout his life, influenced by his own investigations and observations. One significant shift occurred during his time as a tutor to Alexander the Great, where he emphasized empirical study. Another change can be seen in his metaphysics, as he moved from a teleological view to a focus on formal causes.