AI System Cards

Multiple machine learning (ML) models—also referred to as an AI system—work together to impact a single experience. We’re investing in transparency for our AI systems because systems, not models, are the easiest way to see how AI impacts our products.

We’re creating System Cards to help people understand the intention, impact and limitations of our AI systems. For example, if you just moved to a new city and are looking for a local group to join, here are some possible models that might work together in a system to help you.

  • A recommender model will predict which groups you're most likely to be interested in based on your past activity.

  • An integrity model will make sure only safe groups show up in your search.

  • A language model will only show groups that are available in your chosen language.

We’re always working to improve our systems. As we test new approaches, experiences may differ from person to person.