why would you think that short term weather forecasts are somehow affected by climate change?
More warming == more energy in the system.
More energy in the system -> more volatile weather.
More volatile weather -> harder to predict weather.
Also, it's worth noting that GraphCast's outputs are a tiny subset of what we would traditionally forecast as weather parameters. You can't out-perform a competitor on a task that you aren't solving!
But don't forget! That doesn't mean nice weather is counter-evidence of climate change. Nice weather is /also/ evidence of climate change, because it's merely the lull before the weird weather.
Got it yet?