I recently watched a fascinating breakdown by Jeff Su on the current state of AI video generation, and it completely changed my perspective on where this technology actually stands. Despite the breathless headlines suggesting AI is about to replace Hollywood directors, the reality is far more nuanced—and far less advanced than most people realize.
As someone who works with creators and brands to build superfan relationships, I’m constantly evaluating new technologies that could impact how content is produced and consumed. What struck me most about Jeff’s analysis was the fundamental challenge that’s holding AI video back: consistency.
The Consistency Problem Nobody Talks About
The most impressive AI video demos show brief, isolated clips that look remarkably realistic. Jeff demonstrated this with a stunning 8-second clip of Darth Vader created in Google’s Flow app. The character looked detailed and realistic, complete with appropriate sound effects and voice.
But here’s what the flashy demos don’t show: when Jeff tried to extend the scene with a simple follow-up prompt, everything fell apart. The character looked different, the voice changed, and even the background transformed completely. Unlike text generation, where AI can maintain narrative consistency across multiple paragraphs, video models have no memory of what they just created.
This isn’t just a minor limitation—it’s a fundamental roadblock to creating anything longer than a few seconds without massive inconsistencies.
The Real Workflow Behind “AI-Generated” Videos
What I found most valuable was Jeff’s practical workflow for creating consistent multi-scene videos with AI. It’s far more complex than simply typing a prompt and watching magic happen:
- Generate a static image of your character using an image generation tool
- Create starting frames for each scene while maintaining character consistency
- Convert those frames into video clips using text-to-video prompts
- Fix audio consistency issues using voice changing tools
- Manually edit everything together in traditional video editing software
This multi-step process requires at least five different tools and significant manual intervention. It’s a far cry from the “type a prompt and get a movie” experience many people imagine.
“Video models have gotten extremely powerful, but AI video tools are just that, tools. We need to learn what each tool is good for and build a workflow that combines the strengths of each one.”
What This Means for Content Creators
As I consider the implications for my clients and the broader content creation landscape, several things become clear:
- AI video tools are powerful supplements to a creator’s toolkit, not replacements for the entire production process
- The technical knowledge required to create quality AI video content remains significant
- Human editing and creative direction are still essential components
- Short-form, single-scene content will benefit first from these advances
For brands looking to leverage AI video, understanding these limitations is crucial. The technology is impressive but requires realistic expectations. The most effective approach combines AI’s strengths with human creativity and technical expertise—not replacing humans, but augmenting their capabilities.
Looking Beyond the Hype
Even with recent announcements like OpenAI’s Sora 2, which addresses some consistency issues, we’re still far from the fully automated video production that headlines suggest. Features like “Cameo” (which maintains your likeness across scenes) and “Recut” (which uses the end of one clip to maintain continuity in the next) are steps forward, but they’re just pieces of a much larger puzzle.
The most successful creators will be those who understand both the capabilities and limitations of these tools. They’ll develop workflows that leverage AI for what it does well while applying human judgment to the areas where AI still falls short.
I believe we’re entering an era where AI will dramatically change video production—but through augmentation rather than replacement. The directors, editors, and creators who embrace these tools while maintaining their creative vision will produce the most compelling content.
For now, Hollywood directors can breathe easy. Their jobs aren’t disappearing tomorrow. But they should absolutely be paying attention to these developments and thinking about how these tools might enhance their creative process in the years ahead.
