Key Takeaways The most important AI video limitations in 2026 are not about visual polish. They are about consistency, clip length, legal ownership, platform stability, and human judgment. Most AI video tools still cannot hold a character's appearance perfectly steady across more than a handful of clips, and consistency gets worse the longer a sequence…