A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis

I tested the ability of GPT-6 Astra and Claude Fable 5.1 to diagnosis skin cancer and found that they were less accurate than I expected. I compared to a 10-year old CNN and to my surprise found that this was superior.

Summary drawn from lynchlab.net's own description of the story.