Original Network is Just a Flash in the Pan
So, let's get this over with. Transfer learning is not the endgame, the holy grail of AI, the be-all and the end-all. No, it's just a flash in the pan.
It's a flash of brilliance that burns bright, but ultimately fizzles out. A siren's song that lures you in with promises of efficiency and generalization, only to leave you high and dry with a bunch of half-baked models that need more fine-tuning.
Don't get me wrong, I'm not saying it's not useful. It's a tool, a means to an end, a stepping stone on the way to true AI enlightenment. But let's not forget, it's not the endgame.
So, what do you think? Are you ready to call transfer learning out for what it is – a flash in the pan? Or do you still believe it's the key to unlocking the secrets of the universe?