Interesting claim, but I would like to see the said PGN games and stats of NN vs AB(with handcrafted eval) where start position was altered.
My common sense tells me that an NN or NNUE would still be able to play decent chess and can even destroy AB with handcrafted eval on that scenario because it will still easily detect strong outposts for N and B after a few moves.