The “lock continuity before style” point really stood out to me. It’s easy to focus on making individual AI-generated clips look good, but consistency across the whole sequence is what actually makes the final result work. I also like the idea of testing the riskiest scene first it can save a lot of time and unnecessary generations.
It’s a similar challenge with AI-powered discovery: getting information into an AI system is one thing, but keeping the information consistent, structured, and useful is another. That’s actually one of the areas we’re exploring with Oglas AI, around making businesses easier to discover through AI-driven search and recommendations. Really interesting overlap between content QA and AI discovery.