Building video context systems for the agentic era.
Evidence-Grounded Video Investigation over Large Video Corpora
🗓️ Demo Session TBD · Sept 10–12 · Malmö, Sweden
- Overcast — video OSINT agent; point it at 100 videos, ask anything · DEF CON 34 Demo Labs · github
- Autonomous Video Hunter — AI agents for real-time OSINT · DEF CON 33 Recon Village · watch
- AI That Gets the Picture — building video-aware assistants · CascadiaJS 2025 · watch
- MLOps at Snapchat — continuous ML with Kubeflow and Spinnaker · KubeCon + CloudNativeCon · watch
- SageMaker Ground Truth — building accurate training datasets · AWS re:Invent 2019 · watch
Published at NeurIPS · AAAI · ICCV · CVPR · WACV · KDD · WWW · CAIS · SIGIR · RecSys · NAACL · ISMIR





