1/18 participants in a recent Anthropic survey said Mythos could replace entry‑level research engineers. The study, covering 18 Claude Mythos preview users, highlighted gaps in the model’s reasoning and safety. Practitioners should not assume Mythos is a drop‑in solution for complex tasks. Instead, they should validate outputs before deployment. This caution is vital as early adopters seek rapid scaling.