Algorithms are irrelevant to whether the problem is real or happening. Here is the eighteen year Arctic ice loss, and here is the rising CO2 level; these are simply observation and measurement, respectively.
Algorithms are needed to predict the future effects, obviously. But in that case worry that they may be too optimistic, as most recent projections have been, eg. the Arctic has warmed twice as fast as predicted.