AI developers lack standardized ways to test for harmful outputs or misuse potential before releasing models. Build an open-source toolkit that runs batteries of tests - from prompt injections to harmful content generation.
Offer a hosted version with more sophisticated testing for enterprises. The toolkit could become an industry standard for responsible AI development.
Start with basic content filters and jailbreak tests, then expand based on community feedback. The risk is maintaining relevance as attack vectors evolve rapidly.