Modality Misalignment and Originality Attribution in Short-Form Video — Aditya Gautam， Meta
Aditya Gautam explains how Meta detects modality misalignment and unoriginal content across more than 100 million short-form videos using a reviewer-perceiver-retriever multi-agent system, specialized small-scale VLM training, holistic pipeline evaluation, and scale optimizations.