There is still coal, oil, and gas in the ground. There are forests yet standing. It might have been better to get seriously started a few decades ago, and we can’t achieve zero-visible-impact at this point, but we can still change how hot it gets before temperatures stabilize.
I’d far prefer to be getting started now instead of never.