Today, AI progress is driven by humans, and the rate of progress is roughly constant over time. But once AI itself drives AI progress, this feedback loop could cause the rate of AI progress to accelerate, getting faster and faster over time. In this piece, we explain the conditions under which progress accelerates, and then evaluate whether these conditions hold for three feedback loops by which AI will improve AI: software, chip technology, and chip production. Setting human constraints asid...