Currently, the random walk hypothesis remains just that - a hypothesis. There is no definitive evidence to confirm that the stock market operates in a random manner.
On the other hand, many believe that there are some long-term patterns and invest huge chunks of money based on that belief. For example, one such belief is that the S&P 500 will continue to have an annual average return of something between 8% - 10% in the decades to come.
If the movements in stock charts, including ETFs like SPY, were truly random, such a pattern could not exist. Consequently, our expected average annual return from the S&P 500 should be 0%. This is because in a genuinely random environment, the likelihood of a rise and a fall would be precisely equal.