https://furkanmumcu.com/2026-05-01T00:00:00.000ZFurkan Mumcu https://furkanmumcu.com/notes/is-video-anomaly-detection-misframed.html2026-05-01T00:00:00.000Z

Most benchmarks reward recognizing known abnormal actions, rather than understanding what makes an event anomalous within a specific scene.

https://furkanmumcu.com/notes/robustness-changes-with-agents.html2026-04-01T00:00:00.000Z

Why robustness in agentic systems cannot be treated as a purely global constraint, and how stability depends on where failures emerge.

https://furkanmumcu.com/notes/even-in-arcadia.html2026-03-01T00:00:00.000Z

On certain songs that stay, and why some patterns do not disappear even when everything else changes.