Is your AI Model Accurate Enough? The Difficult Choices Behind Rigorous AI Development and the EU AI Act

1. 1Identify context-dependent normative decisions that impact AI model accuracy
2. 2Evaluate trade-offs between competing objectives, such as accuracy and fairness
3. 3Consider the distribution of risks and errors in AI model deployment
4. 4Develop strategies to prioritize and mitigate errors

AI engineers, data scientists, and product managers benefit from understanding the nuances of AI model accuracy to make informed decisions about model development and deployment

💡 AI model accuracy is not solely an objective technical property, but also depends on normative decisions that impact model performance and risk distribution

🤖 AI accuracy isn't just about numbers, it's about context-dependent normative decisions #AIethics #AIdevelopment