The future of Hollywood isn’t feeding prompts into vanilla gen AI models
What happened
A Tribeca Festival film called Dear Upstairs Neighbors used concept art created by custom-trained versions of Google’s Veo and Imagen generative AI models. Unlike typical generative AI video tools that produce short, visually inconsistent clips, this project reflects a controlled, tailored approach with AI models trained on specific creative assets. This experimental use of custom-built models shows a different direction for AI in filmmaking beyond just feeding prompts into vanilla generative AI.
Why it matters
Most generative AI video models today generate unpredictable, low-quality short bursts that make them unfit for mainstream entertainment or commercial filmmaking. This project exposes the limitations of off-the-shelf AI tools in delivering coherent narratives or polished visuals that audiences would pay to see. By training AI models on specific concept art, however, creators can shape output more precisely and maintain artistic intent. This shifts the conversation from generalist AI models producing random content to specialized AI systems that augment creative workflows and fit professional standards.
For production houses, this signals that AI integration will likely require significant customization and domain expertise rather than plug-and-play solutions. Investors and founders should note AI’s current limits in video generation and steer clear of overly optimistic bets on vanilla generative models replacing filmmakers anytime soon. Operators deploying AI for media need to plan for costly, resource-heavy model training tuned for targeted creative use cases.
What to watch next
The real test will be how scalable and affordable these custom AI model builds become for independent filmmakers and studios. Monitoring how DeepMind, Google, and OpenAI evolve or open access to fine-tuned generative video systems will indicate if AI can progress beyond demos into viable production tools. Keep an eye on festivals and independent projects that combine AI with human artistic control, as they will reveal practical workflows and business models that can support film creation rather than hype or experimentation.
AI Quick Briefs Editorial Desk
