— The Model Card Is Not the Model: What Documentation Can and Cannot Prove

1. 1Read the article on Medium to understand the concept of model cards
2. 2Analyze the limitations of model cards in documenting AI models
3. 3Evaluate the importance of considering unseen factors in model development
4. 4Apply critical thinking to identify potential biases in model cards
5. 5Compare model cards with other documentation methods to determine their effectiveness

Data scientists and AI engineers can benefit from understanding the limitations of model cards to improve their documentation and model development processes

💡 Model cards can only document what their authors chose to measure, not what they failed to consider

Model cards have limitations! They can't tell you what their authors failed to imagine #AI #ModelCards