Acadian Asset Management argues that recent S&P 500 earnings growth may overstate the true strength of corporate profits because accounting rules now include unrealized gains on equity holdings. The paper suggests AI-driven private market valuations are inflating reported earnings, potentially creating a feedback loop where higher stock prices boost earnings, which in turn help justify even higher valuations.