So, two points.
First, new memory fabs start coming online in 2027, and there are more being constructed that will be coming online in subsequent years.
But, second...I think that some perspective is in order. Set new production aside. Let's imagine a world where that didn't happen. In fact, let's imagine that not a single additional memory chip was going to be produced. Video games were around when I played games on an Atari 2600, to pick an early video game console. I had fun with it. It didn't have the latest, real-time rendered photorealistic graphics. But...the Atari 2600 had 128 bytes of memory. Not gigabytes, not megabytes, not kilobytes. Bytes.
There are people building microcontrollers right now that have onboard memory, and those aren't impacted by this. It's just the high-density dedicated memory chips that go on DIMMs that are seeing all that demand.
According to Wikipedia, there were 30 million Atari 2600s made. The CPU I currently have in my desktop has a little over 145MB of onboard cache. Twenty-six of those CPUs, looking just at their onboard cache, no external memory from Micron/Samsung/SK Hynix, have more memory than all of the 30 million Atari 2600s ever manufactured, combined.
Like, don't get me wrong. I enjoy using all this memory that we have had available in recent years. But...video games are here to stay and would be even if no dedicated memory chips were around.