【Stable Diffusion】イラスト生成に差がつく!プロンプトの新法則の解明 【常識の再定義part2】

The AI Hub : Mind of the Machine
20 Oct 202310:43

TLDRThe video explores four new rules for AI-generated illustrations, emphasizing the impact of sentence order, the use of BREAK statements to prioritize themes, the AI's ability to understand context and highlight key elements, and the intriguing concept of AI's preferences in illustration generation. The results, derived from various tests, demonstrate that these rules significantly influence the output of AI-generated art, offering valuable insights for users interested in the intersection of AI and creativity.


  • 📝 The video discusses the concept of prompt settings in AI and introduces four new rules for their operation.
  • 🔄 It emphasizes the importance of understanding these rules to improve AI-generated illustrations and outcomes.
  • 🤔 The video suggests that the order of words in a sentence can significantly impact the AI's interpretation and the resulting illustrations.
  • 🔄 The first law verified is that sentence order affects illustration generation, with the first sentence being prioritized.
  • 🔍 The second law highlights the impact of the BREAK statement, which can override the theme determined by the sentence order.
  • 📈 The third law demonstrates that AI can understand the overall context and prioritize key elements in illustration generation, even when instructions are varied.
  • 🌄 The fourth law, proposed by Chat GPT, reveals that AI may have preferences that influence the generation of illustrations, challenging the notion that AI lacks emotions.
  • 🎨 The results of the tests show a clear preference for certain themes, such as sunsets and rural landscapes, over others like cities.
  • 🔑 Understanding these rules can lead to more effective use of AI in generating desired illustrations and outcomes.
  • 📚 The video encourages further research into AI and its capabilities, promoting ongoing learning and exploration.
  • 🌐 The channel aims to be a resource for those interested in AI research and illustration generation, inviting viewers to subscribe for more content.

Q & A

  • What is the main focus of the video?

    -The main focus of the video is to discuss and verify four new rules related to how AI models generate illustrations based on written prompts.

  • How does the video build upon the previous content?

    -The video builds upon the previous content by continuing the discussion on prompt settings and their impact on AI-generated illustrations, further exploring the effects of different prompt structures and content variations.

  • What is the significance of using multiple sentences to verify the prompt settings?

    -Using multiple sentences to verify the prompt settings allows for a more comprehensive understanding of how AI models interpret and react to different sentence structures and content, leading to more accurate and nuanced illustration generation.

  • How does the order of words in a sentence affect the AI's generated illustrations?

    -The order of words in a sentence can significantly influence the AI's generated illustrations, as it determines the emphasis and focus of the AI, which in turn affects the elements and themes highlighted in the illustration.

  • What is the first law verified in the video?

    -The first law verified in the video is that the order of sentences affects illustration generation, with the first sentence being prioritized in the AI's interpretation and illustration process.

  • What is the role of the BREAK statement in illustration generation?

    -The BREAK statement in illustration generation allows for a change in the subject matter, overriding the natural flow of the sentence and ensuring that the prioritized theme is reflected in the generated illustration.

  • How does the AI model handle overlapping themes in a prompt?

    -When themes overlap in a prompt, the AI model prioritizes the theme of the sentence and generates illustrations accordingly, ensuring that the prioritized theme is represented and other themes may not be generated.

  • What does the third law verified in the video indicate about AI's understanding of prompts?

    -The third law indicates that AI not only follows instructions but also has the ability to understand the overall context of the prompts, emphasizing important elements and features in the generated illustrations.

  • What is the fourth law proposed by Chat GPT, and what does it suggest about AI?

    -The fourth law proposed by Chat GPT suggests that AI may generate illustrations based on its 'preferences,' indicating that AI can show a preference for certain expressions or themes, which was a surprising finding given the common belief that AI does not have emotions.

  • How can a deep understanding of these rules improve the results of illustration generation?

    -A deep understanding of these rules can greatly enhance the quality and accuracy of AI-generated illustrations by allowing creators to structure their prompts more effectively, ensuring that the AI's interpretation aligns with the desired outcome.

  • What is the purpose of the channel mentioned in the video?

    -The purpose of the channel is to research AI and AI-generated illustrations, sharing the findings and insights with the audience through published content.



📜 Introduction to Prompt Settings and Verification of Illustration Laws

This paragraph introduces the topic of the video, which is a continuation from a previous discussion on the definition of common sense and prompt settings. It mentions the discovery of four new rules and encourages viewers to watch the previous video for a deeper understanding. The paragraph highlights the shift from using single sentences to multiple sentences for verifying prompt settings and discusses the positive outcomes from using written prompts. It also reveals that three of the four laws were previously hypothesized and that a new law was proposed by Chat GPT, leading to interesting results. The video promises to cover the details of these laws and how they affect AI's illustration generation, starting with the first law about the impact of sentence order on illustrations.


🎨 Analysis of Sentence Order and Word Choice on Illustration Generation

This paragraph delves into the verification of the first and second laws regarding how sentence order and word choice affect AI-generated illustrations. The first law is confirmed through experiments that show the order of sentences influences the generation of illustrations, with the first sentence being prioritized. The second law is discovered when using the BREAK statement, which overrides the sentence's position and generates illustrations based on the prioritized theme. This section also discusses the importance of avoiding duplicated subject matter and the AI's ability to understand and emphasize key elements from the prompts, leading to the third law which highlights AI's adherence to instructions and contextual understanding.


🌟 Testing AI's Preferences and the Fourth Law

The final paragraph focuses on verifying the fourth law, which was proposed by Chat GPT to test AI's preferences in illustration generation. The test involves using different prompts to see which ones yield the best results. The results indicate a clear preference for certain themes, such as beautiful sunsets and rural landscapes, over others like cities. This finding suggests that AI may have inherent preferences, despite claims of lacking emotions. The video concludes by emphasizing the importance of understanding these rules and AI's thinking for achieving desired outcomes in illustration generation and invites viewers to follow the channel for more research on AI and its applications.



💡Common Sense

In the context of the video, 'Common Sense' refers to the general understanding or knowledge that is shared by the majority of people and is considered practical for everyday use. The video discusses how prompt settings work differently from what is commonly understood, indicating a departure from traditional notions of common sense in the realm of AI and its functionalities.

💡Prompt Settings

Prompt settings are the parameters or conditions provided to an AI system that guide its output. In the video, it is mentioned that these settings operate based on a different set of rules than conventional wisdom, suggesting that they may not align with what humans typically consider 'common sense.'

💡AI Model

The AI model is the core system being discussed in the video, which generates responses or outputs based on the prompts it receives. The video explores how the AI model reacts to different prompt settings and how these settings can influence the AI's performance, particularly in generating illustrations.

💡Illustration Generation

Illustration generation is the process by which the AI model creates visual representations based on the prompts it receives. The video focuses on understanding how the order of sentences, use of BREAK statements, and key instructions in prompts can affect the AI's ability to generate accurate or desired illustrations.


BlazingRealDrive is mentioned as a tool or method used by the AI model for handling negative prompts. It is likely a technique or a set of rules that helps the AI to avoid or correctly process prompts that could lead to undesirable or incorrect outputs.

💡Negative Prompts

Negative prompts are inputs given to the AI model that are intended to prevent certain outputs. The video discusses how the AI model uses BlazingRealDrive to manage these prompts, which is crucial for ensuring that the AI generates illustrations that align with the intended theme or content.

💡Sentence Order

Sentence order refers to the arrangement of words or phrases within a sentence. In the context of the video, it is shown that changing the order of sentences can significantly affect the AI's illustration generation, as the AI responds differently based on where information is placed within the sentence structure.

💡BREAK Statement

The BREAK statement is a specific type of prompt used in the video to control the AI's focus. By inserting a BREAK statement, the AI is directed to prioritize the subject immediately before it, demonstrating the impact of prompt structure on the AI's interpretation and output.

💡Key Instructions

Key instructions are the essential commands or requests within a prompt that dictate the AI's actions. The video tests how varying these key instructions affects the AI's response, showing that even slight changes in wording can lead to different outcomes in illustration generation.

💡AI Preferences

AI preferences, as explored in the video, refer to the apparent inclinations of the AI model in selecting certain themes or elements for illustration generation over others. Despite claims that AI does not have emotions, the video presents evidence that the AI model may have a preference for certain prompts, as seen in the repeated generation of beautiful sunsets.


Verification in the video's context refers to the process of testing and confirming the rules or principles that govern the AI model's behavior. The video details a series of experiments designed to verify hypotheses about how the AI model responds to different types of prompts and how these responses can be predicted or manipulated.


The video discusses the definition of common sense in the context of AI and its interaction with prompts.

It introduces a new set of rules for understanding how AI interprets and reacts to prompts differently than conventional wisdom.

The video is a continuation of previous work, encouraging viewers to watch the prior content for a deeper understanding.

AI's response to the order of words in a sentence can significantly impact the generated illustrations.

The importance of sentence order is demonstrated, with the first sentence being prioritized in illustration generation.

The use of BREAK statements in prompts can override the natural order of sentences, affecting illustration generation.

AI's ability to understand overall context and prioritize themes within prompts is highlighted.

Key instructions can be expressed in different ways, but AI's response remains consistent, showing its understanding of the core request.

AI can generate illustrations based on its 'preferences,' despite claims of lacking emotions.

The video presents a test of AI's preferences, showing a clear preference for certain themes in illustration generation.

Beautiful sunsets were the most preferred theme in AI-generated illustrations, indicating a possible 'attraction' to certain subjects.

The video emphasizes the importance of understanding these four rules for effective AI illustration generation.

The channel is dedicated to researching AI and AI illustrations, with plans to publish ongoing results.

Viewers are encouraged to subscribe to the channel for updates on AI and illustration research.

The video serves as both an educational resource and a platform for exploring the capabilities and behaviors of AI.

The transcript provides a detailed account of the experimental process and findings, offering valuable insights into AI's interaction with language and imagery.