This article's first half was a general discourse on ML & the latter half seemed to revolve around how chip thermals & data center consumption can be managed by ML.

ML's contribution to reducing human-generated impact on climate isn't the prime focus of this talk. And that carbon footprint management is (as you might guess) miniscule in grand scale.