Stop Ignoring Out-of-Distribution Data — Catch What Pretrained Models Miss

About this video

Most models fail when they see something new — but that's often where the real risk is. Whether you're in brand safety, insurance, surveillance, or ad tech, the "weird" unlabeled events could be the most important ones. In this video, we show how Mixpeek lets you: ✅ Build custom low-level feature extractors ✅ Cluster unlabeled, novel data ✅ Spot unknowns before they become liabilities Don't throw away your classification rejects. Extract. Cluster. Understand.