Another situation is that when the computing power of the pool can no longer keep up with the future difficulty, it cannot efficiently and continuously produce the blocks with luck. From the mine pool manager to the miners, maybe someone knows what it is like problem or result

There's no such thing. It's just as much work dealing with diff 1 and cpu miners as it is diff 1 quadrillion and quantum computers.