Over the past couple of years, there has been extensive conversation about Artificial Intelligence (AI) and the far-reaching implications of its rapid and haphazard integration into so much of our daily lives. Along with the litany of social, moral and ethical implications of this technology's advent, the rise of AI has also led to many controversies relating to the hardware and resources needed to carry out its tasks.