Not All Legacy Endures, Not All Innovation Delivers.
Theres the fun exchange with bond and Q in skyfall
Age is no guarantee of efficiency... And youth is no guarantee of innovation. — Skyfall (2012)
Compare with "New" products that have failed, anything microsoft
This article on stages of technology adapters https://omniplexlearning.com/blog/technology-adoption-curve-stages/
You want to be pragmatist/conservative depending on where you are in your business
If you're working at home, or you're doing it for fun you can afford to be an innovator or adopter. But not when $$$ is on the line
An exploration of different ML approches, don't use an ML for everything. But, there are some approaches that haven't stood the test of time like a GRU/LSTM