Easily solved, just overlap by ~40 frames and fade the upscaled last frames of chunk A into the start of chunk B before processing. Editors do tricks like this all the time.
Moreover I imagine that further research and power will do a lot, smarter, and quicker.
Don't forget people had toy story-comparable games in a decade or so after it was originally rendered at 1536x922.