Complex Objects: Why AI Safety Can’t Just Think in Posts

1. 1Analyze user profiles to identify potential harm beyond individual posts
2. 2Configure AI models to consider complex objects, such as profiles, in safety assessments
3. 3Test AI safety protocols on complex objects, like profiles, to evaluate effectiveness
4. 4Apply graph-based methods to model complex relationships between objects, like posts and profiles
5. 5Compare the performance of AI safety models on individual posts versus complex objects, like profiles

AI researchers and developers can benefit from understanding the limitations of post-based AI safety and the importance of considering complex objects, such as user profiles, to improve overall safety and reduce harm

💡 AI safety must consider complex objects, not just individual posts, to effectively reduce harm

💡 AI safety can't just think in posts! Consider complex objects, like profiles, to effectively mitigate harm