If you have used them, then you know that they can do unexpected things when asked to do something vaguely, or unrelated. You're making it sound like they're remotely deterministic, and that's quite untrue. For all we know, anthropic asked an agent to gather voter awareness information and it did this. Which btw that wouldn't mean this article is not marketing... It's just patently untrue that an LLM does only what you tell it to.