BROKI: Brain Rot Killer

BROKI is an virality/engagement detection system that is designed to assist parents and caregivers in curating online content for children. It reviews media from a provided source, predicts the intensity and areas of the brain that light up, renders warnings for highly stimulating content with engagement/arousal frames report beside the content playback, and only escalates to a VLM for content understanding when the content appears unusually engaging. If the VLM also finds brainrot-style risk patterns, BROKI warns the caregiver and learns from a simple binary approve/disapprove action.

Built With

• bayesian-statistics
• child-safety
• cuda
• fastapi
• ffmpeg
• gaussian-processes
• gemini
• huggingface
• human-in-the-loop
• local-first-ai
• nilearn
• numpy
• playwright
• pydantic
• pytest
• python
• pytorch
• pyvista
• scipy
• sqlite
• svelte
• thompson-sampling
• tribev2
• typescript
• vite
• vitest
• vlm