From the Buddhist perspective, calling ignorance a poison is specifically referring to a lack of understanding about the nature of reality. So, for example, when we perceive things to be permanent and independent from other things, this blinds us from seeing things as they truly are: impermanent and interdependent. This misconception fuels our suffering.