The equation 2^x = 12 + 4x poses challenges in finding an exact solution, as attempts to convert it into logarithmic form lead to complexities. Trial and error is suggested as a viable method, with specific values like x = 1, 2, and 3 being tested for potential solutions. Plotting the left and right sides of the equation can help visualize where the curves intersect, providing an approximate answer. The Lambert W function is mentioned as a possible approach, indicating a transformation of the equation for analysis. Overall, the discussion emphasizes the need for numerical methods or graphical solutions to find x.