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Sources & data
A matrix of external signal types AI Hippo may consume; your deployed site should reflect the actual pipelines you run.
Signal matrix
| Source | Role | Notes |
|---|---|---|
| GitHub | OSS momentum | Stars, forks, issues/PRs, releases, topics—via REST/GraphQL or public datasets. |
| Public benchmarks | Capability scores | Leaderboards and papers—respect licenses and cite versions and evaluation dates. |
| Vendor/community releases | Product facts | Model cards, release notes, API docs—mind the gap vs. leaderboard scoring definitions. |
| Internal eval pipelines | Reproducible composites | Private task suites, scoring scripts, CI—pin versions and environments. |