A team pitched using Generative AI to optimize energy consumption, a common mistake highlighted by Chip Huyen. The post lists pitfalls like over‑engineering, data misuse, and ignoring human oversight. It stresses that Generative AI should be reserved for tasks it truly solves. Practitioners must audit use cases before deployment. Skipping this step can lead to wasted resources and unreliable results.