Beginner · Safety

Model Card

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. A document providing transparent information about an AI model, including its performance, limitations, ethical considerations, and intended use cases.

Technical Definition

A document providing transparent information about an AI model, including its performance, limitations, ethical considerations, and intended use cases.

How it works

Model cards are a critical tool for promoting responsible AI development and deployment. They offer a standardized way to disclose key details about a model, helping users and developers understand its strengths, weaknesses, potential biases, and appropriate applications. This transparency fosters trust and aids in the ethical governance of AI systems.

Related Concepts

• Explainable AI (XAI) — A set of techniques that allow humans to understand the output of AI models, especially deep learning models.
• Responsible AI (RAI) — A holistic framework encompassing the ethical, legal, and societal implications of AI, promoting trustworthy and beneficial systems.
• AI Ethics — A field studying the moral principles and values that should guide the design, development, and use of artificial intelligence.