Recent research reveals that longer reasoning trajectories in AI models can actually increase position bias in multiple-choice questions, contradicting the assumption that deeper reasoning reduces such biases. This finding suggests that reasoning-capable models may not be as reliable as previously thought in evaluation settings, highlighting the need for better auditing tools for position bias.