A: Hi LovelyEye,

In my view, humanity can be divided into two distinct categories: Doers and Critics. These groups engage in a symbiotic relationship that is essential for progress.

Doers drive innovation and create solutions, while Critics provide the valuable feedback needed to refine and enhance these solutions.

Without Critics, Doers might continue creating without direction or purpose. However, this balance is disrupted when Critics lack the insights and knowledge required to provide meaningful evaluations.

Before addressing your question, allow me to share some important insights about AI Image Generation:

Understanding AI Image Generation

AI image generation, especially for storytelling, involves complex processes with inherent limitations. Here are some key technical aspects that explain why inconsistencies may arise:

1. Prompt-Based Generation: AI models rely on text prompts to generate images. Each prompt input results in the model generating an image based on its interpretation. Subtle changes in wording or context can lead to variations in the output.

2. Lack of Persistent Memory: Most AI models do not retain details between sessions. This means they cannot recall specific elements from previous image generation tasks, making it challenging to maintain consistent details, such as a character’s appearance or a house's design, across multiple images.

3. Variability in Interpretation: AI models interpret prompts based on their training data, which can introduce variability. Even with identical prompts, the model might produce different outputs each time due to the stochastic nature of the generation process.

4. Technical Constraints: Current AI technology is still evolving. While it has made significant strides, it is not yet perfect in replicating intricate details consistently over multiple iterations without human intervention or post-processing.

This is how we at ReelCraft are addressing this issue-

- Options to Save Characters: We are developing a feature where you will be able to save a character and use it from your assets library for multiple instances or generations with different prompts. This will ensure better consistency.

- Human-in-the-Loop: Incorporating human oversight to fine-tune and edit images can significantly improve the quality and consistency of the output. This feature to edit videos once they are generated is already available on our platform and we are making it even better in the upcoming updates. Right now, you can directly edit the images/scenes and regenerate them to your liking. Recently, we even removed the credits being charged for regeneration because we listen to our customers.

- Advanced Algorithms: We are continuously upgrading our algorithms and working on upgrades to some of our models and replacing them with newer, more consistent ones. Our next major update is just around the corner and we have seen some fantastic improvements.

We appreciate critical feedback as it helps us grow and improve. By understanding the technical limitations and the steps we are taking to address them, we hope to provide you with a clearer picture of our platform’s capabilities and ongoing enhancements. Please explore some of our user examples to see the progress we are making in delivering consistent and high-quality storytelling experiences on our platform under featured videos.

Best regards,

Gaurav Henry,
Co-founder, ReelCraft