One word: scale A tv channel has like 6 to 9 slots per 30 minutes of content and most of those slots have the same ads playing multiple times in a day. I would

One word: scale A tv channel has like 6 to 9 slots per 30 minutes of content and most of those slots have the same ads playing multiple times in a day. I would guess that there’s at most 1-2 hours of unique ad content for one channel per week to review. With user generated content and thousands of unique ad slots, using humans to verify is prohibitive.