To make an AI platform actually useful, it needs to stop being so random. I’d add a way to save your characters and art styles in a permanent library so they stay consistent across different projects without you having to re-type everything. For video, the priority should be fixing the flickering and adding motion transfer, which would let you act out a scene yourself and have the AI mimic your movements perfectly. It also needs layered audio where the voices, music, and sound effects are all on separate tracks, giving you real control over the final edit. It should feel like a tool you’re actually directing, not just a generator you're crossing your fingers for.

When you’re trying to figure out if AI content is actually good, you have to look past the perfect grammar and see if there’s any actual intent behind it. I usually judge it by how much it surprises me; if it just gives me the "average" of everything on the internet, it's usually pretty forgettable. High-quality AI work should feel like it has a specific "voice" or a unique perspective that makes you forget you're looking at code for a second. It’s all about whether it can stick to a complex, nuanced vibe without reverting to that overly polite, generic robot persona that everyone recognizes by now.