The amount of value extracted by the person mining reduces as more compute power starts mining, but that's actually a negative feedback loop that will reduce the total spending on chips for crypto mining.

The amount of security provided to the network is constant in the number of GPUs. As you add more GPUs, the network gets harder to attack. Does the network need as much security as it's paying for? Nobody is really sure, it's an open debate in the crypto industry.