Claude Mythos Preview, Anthropic’s latest model, surfaces after OpenAI’s 2019 GPT‑2 caution. The release follows a study that uncovered thousands of OS and browser vulnerabilities flagged by an AI that few humans could audit. Developers face a trade‑off: powerful language capabilities versus hard‑to-review security risks. Practitioners must weigh the benefits against the potential fallout.