Recently a study was published on the carbon debt of advances in machine learning. It’s a fair subject of study, but the concern was overstated twice, first by the paper itself based on some faulty assumptions and then by media headlines which blared the results. This is a podcast version of the article of the same title in the TFIE Medium podcast.