Welcome to Pareidolia was my MFA thesis in digital studio art. It utilized neural network generated image technology that was emerging at the time as a technology that promised to disrupt our relationship with media. While it was rudimentary, I had concerns about biases hidden in training data that was going undiscussed in broader artistic and technological discourse. This research emerged as a response to flaws and trends I noticed in how neural networks operated and may still continue to operate.