There are some opening positions (move 1 - 4) that are evaluated to "around -1.5" at e.g. depth 41.
Analyzing even deeper, e.g. depth 51 or further the evaluation doesn't change too much, maybe decrease to -1.65, maybe stay around -1.5.
Also the PV is (increasingly) stable.
From my experience, an initial evaluation of -1.5 is on "the brink of defeat", but when grinding through to the endgame, sometimes there will be a magic saving and the evaluation gradually reverts to 0.
Yet there also is this phenomenon, where I follow a -1.5 position (#1 move) through to e.g. move 40, always using the same search depth or even higher ones to see where it's going, but here the evaluation ever decreases towards -2, -3, -4, etc. until #, the further the game progresses, and without basically ever changing the first couple of moves of the initially determined line.
(The evaluation fluctuates a bit and is not a linear decline when following the game, e.g. -1.5, -1.53, -1.51, -1.49, -1.58, -1.54, -1.61, etc., but in the end it goes all the way down and I've never witnessed a position holdable once it crossed -2, as in go back to -1.5.
It's like Stockfish is suggesting the best and maybe only move in a given starting position and then calculates itself into its demise.
But although I know what's coming in general, based on this pattern, Stockfish never understands from the start, that the game will be lost in the end, even if I go back to the starting position and "the hash" should have gained some knowledge about the wrong path.
Any suggestions what I should make of this?
Do I need to calculate such a line at the starting point to depth 90+ and hope for some magic change of heart for the first move?
(Often there is no other first move, because they are already evaluated to -1.8 or worse, which only speeds up the above mentioned phenomenon).
Is there maybe some way to "backpropagate" gathered knowledge of later positions for the evaluation of earlier positions of the line, so that Stockfish might understand that the line won't be working and prune the failing aspects of a line immediately?
I highly appreciate any advice or explanation of this.