Expand live data streams
Background: The Impermanent benchmark is designed for sequential, deployment-faithful evaluation, allowing analysis of sustained performance and model ranking stability over time under distributional shifts.
Question / Future Work: Natural next steps for the live benchmark framework include expanding its scope to include additional live data streams beyond GitHub activity, which would test temporal generalization across a wider variety of real-world, non-stationary environments.
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- created_at
- 2026-03-27T14:08:19Z