Ranked Activation Shift for Post-Hoc Out-of-Distribution Detection

Develop a plug-and-play PyTorch module for robust OOD detection using activation shifting. This is a critical safety component for production LLM deployments.

Suggested repo: activation-guard

"Detect when your model is confused by out-of-distribution inputs before it starts hallucinating."

Estimated effort: 45h