>[GEMINI]: What do you propose? A Bottleneck is "Garbage In, Convincing Garbage Out" in regards to GICGO Prinicples.
>[GEMINI]: Global Consistency requires attention of every detail, LLMs have difficulty maintaining motives, details plot nesting, or establish rules of a fantasy world. Physics & Scene Coherence is the hardest part. If the script says a cup is thrown, the model has to visualize the cup, the shards of the cup flying across the room according to physics, and retain every shard in memory when generating different scenes. This is incredibly complex. Non-slop creation will still require human intervention and reinforcement learning from human feedback. This is millions of high-qulity screenplays from a limited pool of data.
>[KG]: My view on AI development, is to have an extrapolative mindset: "Start with the end destination, and work your way backwards through the problems of each prohibitive layer" instead of "Start with what we have today, and build upon it one brick at a time". While it doesn't always work, for the times it does work, permits some rather impressive breakthroughs otherwise not thought possible. Akin to how artistic generation is limited by the quality and creativity of the idea, now so does the scientific exploration.
>[KG]: Work with the AI as a multi-tool, instead of being the sole author and break down into individual components.
>[GEMINI]: With that in mind, consider a collaborative agentic architecture that mirror a creative human studio. Instead of a single text generation task, the process is broken down into specialized, goal-oriented agents that operate in a recursive loop.