Wealth Management

Anthropic tuned Claude Opus 4.8 to abstain when it is uncertain instead of inventing an answer. In regulated marketing copy, that is the exact failure mode you want gone. It is also not enough.

Hallucinations are an annoyance in a chatbot. In a regulated ad, they are a regulatory event. What the 2026 wave of generative tools is doing about it, and what is still hard.