This one has layers you don't immediately see.
Start by framing the problem around Roblox's unique context: a platform with millions of young users, where safety is both a user need and a regulatory requirement. Then propose a prioritized set of features using a risk-based approach, balancing user experience with safety, and discuss trade-offs and metrics.
Pro tip: Emphasize that safety features must be designed for the most vulnerable users (children) without degrading the experience for older users; consider age-appropriate design and default settings that protect minors.
Clarify the goal: prevent harm (harassment, grooming, scams) while enabling positive social interactions. Consider Roblox's user base (many minors), platform policies, and technical constraints.
Map potential risks (e.g., bullying, inappropriate content, predatory behavior) and segment users by age and vulnerability. Prioritize risks based on severity and likelihood.
Generate features across prevention (e.g., age verification, default filters), detection (e.g., AI moderation, user reporting), and response (e.g., blocking, parental controls). Group by type and impact.
Use a prioritization matrix (e.g., impact vs. effort, or RICE) considering factors like risk reduction, user experience, technical feasibility, and regulatory compliance. Focus on high-impact, low-effort wins first.
Establish success metrics (e.g., reduction in reports, user trust, engagement) and plan for A/B testing, user feedback, and continuous improvement. Consider trade-offs between safety and privacy/engagement.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.