Everyone is familiar with the \Omega(n \log n) lower bound on sorting that can be obtained using a decision tree argument. Now consider the following "Element Uniqueness" problem: Are any two elements of the sequence (x_1, x_2, ..., x_n) equal? The same information-theoretic argument does not work for proving a lower bound for this problem --- there are only two possible outputs "Yes" and "No". We will discuss linear and algebraic decision trees that allow one to answer questions about the lower bounds on problems such as the one posed above.