What Is a Google Model Card? A Simple Guide to Understanding AI Model Documentation
AI models are becoming part of everyday life, but most people still find them hard to understand. That’s where a Google Model Card helps. It is a simple document that explains how an AI model works in a clear and structured way. Think of it like a user guide for AI, designed so both technical and non-technical people can understand it.
What Is a Google Model Card?
A Google Model Card is a document that provides important details about an AI model. It explains what the model is built for, how it was trained, and how well it performs. Instead of keeping this information hidden, model cards make it easy to access and understand.
The main goal is transparency. When people know how a model works, they can use it more safely and confidently.
What Does a Model Card Include?
A typical model card includes simple but important sections:
Model purpose – What the AI is designed to do
Training data – What kind of data was used
Performance – How accurate the model is
Limitations – Where the model may fail
Risks and bias – Possible issues in real-world use
These details help users understand both the strengths and weaknesses of the model.
Why Are Model Cards Important?
AI systems are used in areas like healthcare, finance, and hiring. In these fields, wrong decisions can have serious effects. A model card helps by showing how reliable the model is and where caution is needed.
It also builds trust. When organizations share this information openly, users feel more confident using AI systems. Blog Source: Google Model Card