BlueWillow - AI SuperModel or BAD Idea?

Olivio Sarikas
21 Jan 202306:39

TLDRThe video discusses the concept of Blue Willow, an AI model that aims to collect various models and train an AI to select the best one for the user's prompt, potentially offering a superior result. The idea is compared to 'mid-journey' and is seen as both a great and potentially problematic concept. The speaker is unsure if an AI choosing for the user is a good idea, as language is limited in expressing one's thoughts and the AI might not understand the user's true intentions. They also mention the benefits of incremental updates, which allow for faster and more specific improvements. However, the concern is raised that constant updates could lead to unpredictable results and difficulty in mastering the system. The video also touches on the importance of individuality in artistic output, which might be compromised by a supermodel approach. The speaker concludes by acknowledging the early stage of development and encourages viewers to experiment with Blue Willow, as it is currently free to use.


  • 🤖 The concept of BlueWillow is to create an AI supermodel by collecting various models and training an AI to select the best one for a given prompt.
  • 🚀 BlueWillow aims to simplify the process by automating the choice of models, which can be overwhelming with the multitude of options available.
  • ➕ It plans to include additional features like CFG scale and rendering methods in the future.
  • 🔄 One of the advantages is the ability to update individual models incrementally, leading to faster and more specific improvements.
  • 🤔 There's skepticism about whether an AI can truly understand the nuances of a user's prompt to choose the most appropriate model.
  • 🎨 The script discusses the challenge of artistic expression and how language may not fully capture the intended vision, which could limit the AI's effectiveness.
  • 🔍 Users can learn to work with specific models to achieve desired results, but frequent updates in BlueWillow's model mix could disrupt this learning process.
  • 🔄 The constant updates could be a double-edged sword, offering improvements but also potentially leading to unpredictable results.
  • 👤 There's a concern that the uniqueness and individuality in artistic output, which can be achieved by personalizing models, might be lost with BlueWillow's approach.
  • 🛠️ Despite potential drawbacks, the tool could be beneficial for those who need assistance navigating the complexities of AI art generation.
  • ⏳ The speaker acknowledges that it's too early to tell if BlueWillow is a good or bad idea and encourages experimentation and feedback from users.

Q & A

  • What is the concept behind Blue Willow that is being discussed in the transcript?

    -The concept behind Blue Willow involves collecting different AI models and training an AI to determine the best models and data sets for a given prompt, aiming to provide the best results based on that.

  • Why might Blue Willow be considered a good idea?

    -Blue Willow could be considered a good idea because it simplifies the process of choosing from thousands of models by automatically selecting the best ones for a given prompt. It also allows for incremental updates to the models, leading to faster and more specific improvements.

  • What are some potential issues with the Blue Willow concept?

    -Potential issues include the challenge of the AI accurately interpreting a user's intent from a prompt, the complexity of constantly changing model mixes which might make it difficult for users to achieve consistent results, and the loss of individuality and uniqueness in artistic output.

  • How does Blue Willow differ from mid-journey in terms of model selection?

    -Mid-journey already selects the best solution for the prompt entered by the user, whereas Blue Willow aims to improve upon this by training a supermodel that chooses from a vast array of models and datasets.

  • What is the current status of Blue Willow in terms of development and accessibility?

    -Blue Willow is in an early stage of development and is currently free to use. Users can experiment with it without any cost, and it is accessible through Discord.

  • Why might incremental updates be beneficial in the context of Blue Willow?

    -Incremental updates allow for faster implementation of changes and improvements. If a problem is identified in a specific model, it can be fixed quickly and the fix will be available to all users through the supermodel.

  • How does the use of Blue Willow compare to using a single AI model like mid-journey?

    -Using Blue Willow involves training a supermodel that can draw from a multitude of models and datasets, potentially offering a wider range of options and flexibility compared to using a single AI model like mid-journey.

  • What is the role of individual choice and manipulation in working with AI models?

    -Individual choice and manipulation allow artists to work with prompts and weights to achieve specific results. This interaction with the model helps in refining the output to match the artist's vision.

  • What is the significance of creating unique models through methods like dream Booth or textual inversion?

    -Creating unique models through these methods allows artists to develop their own styles and subjects, which can then be merged with other models. This brings a level of individuality and uniqueness to the artistic output, which is crucial for the future of AI in art.

  • What are some of the concerns regarding the constant updating of models within the Blue Willow supermodel?

    -Concerns include the potential difficulty in achieving consistent results due to changing model mixes, and the challenge of continually adapting to new combinations of models as they are updated.

  • How does the speaker feel about the Blue Willow concept?

    -The speaker expresses uncertainty, stating they are not sure if they love or hate the concept. They acknowledge its potential benefits but also recognize the challenges and complexities it may introduce.

  • What is the speaker's suggestion for those interested in Blue Willow?

    -The speaker suggests that interested individuals can go online, experiment with Blue Willow, and share their thoughts and experiences, as it is currently free to use.



🤖 The Concept and Controversy of Blue Willow AI

The speaker introduces the concept of Blue Willow, an AI that consolidates various models to determine the best fit for a given text prompt. They discuss the potential benefits, such as the ability to provide the most suitable results by automatically selecting the best models and datasets. The speaker also mentions the possibility of incremental updates to the model, allowing for faster and more specific improvements. However, they express concerns about the limitations of language in capturing the nuances of an artist's vision and the challenges of training an AI to make such choices. They also highlight the unpredictability of results due to frequent model updates and the potential difficulty in controlling the 'supermodel'.


🎨 The Role of Individuality in AI Art and the Future of Tools

The speaker discusses the importance of individuality in artistic output, referencing the ability to create unique models through methods like dream Booth and textual inversion. They emphasize the value of having tools that assist artists in managing the complexity of AI art creation. Despite the uncertainty about whether Blue Willow represents a breakthrough or a problematic approach, the speaker encourages experimentation with the technology in its early, free stage. They invite viewers to share their thoughts and experiences with the AI, and to engage with the content by liking the video.



💡Blue Willow

Blue Willow refers to an AI concept that is described as potentially being either a great idea or a terrible one. It is compared to a supermodel in the AI world, suggesting that it could be a highly advanced or influential model. In the video, it is discussed as a system that collects different AI models and uses them to generate the best results for a given prompt, which is central to the theme of the video as it explores the potential benefits and drawbacks of such an approach.


The term 'mid-journey' is used to describe a state of development or progress that is not yet complete. In the context of the video, it is mentioned to contrast with Blue Willow, suggesting that Blue Willow is not simply a 'mid-journey' product but something more complex and potentially revolutionary. The phrase is used to discuss the current state of AI development and the expectations for future advancements.

💡Stable Diffusion

Stable Diffusion is mentioned as a choice for artists to create and manipulate their artwork through a variety of options. It represents a system that allows for a high degree of customization and control, which is important for artists who want to fine-tune their creations. The video discusses how Blue Willow might simplify this process by choosing the best models for the user, which could be seen as both an advantage and a potential limitation.

💡Text Prompts

Text prompts are used in AI systems to guide the generation of content based on the input provided. In the video, text prompts are highlighted as a fundamental part of how AI models like Blue Willow operate, with the system using these prompts to determine the most appropriate models to generate the desired output. The concept is central to the discussion of how AI can be directed and controlled by users.

💡Super Model

The term 'super model' is used metaphorically to describe an AI model that is highly advanced and capable of selecting the best models from a collection to generate results. It is a key concept in the video, as it represents the potential of Blue Willow to streamline and optimize the process of AI content creation. The 'super model' concept is what makes Blue Willow an intriguing, yet controversial, idea.

💡Incremental Updates

Incremental updates refer to the process of making small, gradual changes to a system over time. In the context of the video, it is suggested that Blue Willow could benefit from incremental updates, allowing for faster and more specific improvements to the AI models. This is contrasted with the need to wait for large-scale updates in a single, monolithic model, which can be time-consuming and less flexible.

💡Dream Booth

Dream Booth is mentioned as a tool that allows users to train their own models with specific styles, objects, or subjects. This is an important aspect of the video's discussion on individuality and creativity in AI art, as it allows artists to create unique outputs that are tailored to their vision. The concept is used to highlight the value of personalization in AI systems, which Blue Willow might simplify but also potentially undermine.

💡Textual Inversion

Textual inversion is a technique used in AI systems to invert text descriptions into visual representations. It is mentioned in the video as part of the process of creating personalized AI models, which can then be merged and refined to create unique artistic outputs. The concept is tied to the broader theme of how AI can be trained and manipulated to achieve specific creative goals.

💡Hyper Networks

Hyper networks are a type of neural network architecture that can be used to create more complex and adaptable AI models. In the video, they are discussed in the context of merging and refining AI models to achieve a high level of customization. The mention of hyper networks underscores the advanced and intricate nature of the AI systems being discussed.


Individuality is emphasized in the video as a crucial aspect of artistic output, particularly when using AI systems. It is suggested that the ability to create unique models and styles through tools like Dream Booth is important for maintaining the personal touch in AI-generated art. The concept is central to the debate over whether a 'super model' like Blue Willow could stifle creativity by standardizing the output.


Discord is mentioned as a platform where users can interact with the Blue Willow AI system and experiment with it. It serves as an example of how early-stage AI technologies can be made accessible to a wider audience for testing and feedback. In the video, Discord is used to illustrate the current state of accessibility and community engagement with AI systems like Blue Willow.


The concept of BlueWillow is presented as both a potentially great and terrible idea.

BlueWillow aims to collect various AI models and train one to determine the best model for a given prompt.

The platform offers a choice for artists to create and manipulate artwork with numerous options.

BlueWillow plans to add more features such as CFG scale and rendering methods in the future.

The idea of an AI choosing the best models for users could be highly beneficial due to the overwhelming number of models available.

Incremental updates to the model allow for faster and more specific improvements.

The challenge of language's limitation in expressing complex ideas is highlighted as a concern for AI selection.

Learning to work with a single model allows for more control and customization in achieving desired results.

The constant updates and changes in the supermodel's mix of models could lead to unpredictable results and user frustration.

The critique of losing uniqueness and individuality in artistic output due to the use of a supermodel is discussed.

The importance of having tools that assist in managing complex AI systems is emphasized.

The speaker is uncertain whether BlueWillow is a good or bad idea, suggesting it's too early to tell.

Currently, BlueWillow is free to use, allowing users to experiment without cost.

Users are encouraged to try BlueWillow and share their thoughts on its effectiveness.

The platform is in early development, and the speaker suggests patience as it evolves.

The speaker invites viewers to engage with the content by liking and commenting on their thoughts.