What year will be the last for consoles?

I don’t see consoles going away.
ASICS, FPGAs, CPUs and GPUs all exist, and even though they do each other’s work; the reality is they are best suited for different things. I think in this regards consoles will always have a role to play in being a tiny low cost high gaming entertainment device.