Sorry to belabor something lots of readers already know: The long key may (or may not) be packed with entropy. But a pseudo-random number generator at best preserves the entropy in the key.
Very well put and worth reinforcing by thinking of PRNGs as entropy reduction functions on the original seeds, that ideally loose as little entropy as possible per generation cycle.