It's been 2.5 years with little progress finding mitigations for prompt injection attacks LLM apps... but that may finally have changed!

Google DeepMind published a paper describing CaMeL, an ingenious system that could, maybe, lead to secure digital assistants https://simonwillison.net/2025/Apr/11/camel/