AI in ACG: A Grading System for the Future of Anime, Comics, and Games - LlamaGen.AI Blog
AI in ACG: A Grading System for the Future of Anime, Comics, and Games
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AI in ACG: A Grading System for the Future of Anime, Comics, and Games

Kali
Kali
February 27th, 2026
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  • Introduction
  • Grading Levels
  • L0: No Intelligence
  • L1: Assistive Functions
  • L2: Semi-Automation
  • L3: Full Automation
  • L4: Intelligent Creation
  • L5: Complete Autonomy
  • Accelerating to L4
  • Conclusion
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Introduction

In today's rapidly evolving technological landscape, artificial intelligence (AI) is making significant inroads into various industries, particularly in the realms of Anime, Comics, and Games (ACG). Terry Zhang, founder of llamagen.ai, has introduced a groundbreaking grading system for AI ACG Copilots that parallels Elon Musk’s vision for autonomous driving. This system categorizes AI capabilities in the ACG domain into six distinct levels, from L0 to L5.

Grading Levels

L0: No Intelligence

  • : At this level, AI lacks any form of intelligence or automation capabilities.
Definition
  • Use Cases: Limited to basic tools and software, such as simple image editing applications or traditional comic creation tools.
  • User Role: Users operate entirely manually without any intelligent assistance.
  • L1: Assistive Functions

    • Definition: AI possesses basic assistive functions capable of performing simple tasks.
    • Use Cases: For instance, it can automatically generate character design suggestions or provide basic color palette recommendations.
    • User Role: Users still lead the creative process, but AI can offer useful information and suggestions.

    L2: Semi-Automation

    • Definition: AI can handle more complex tasks and support users in their creative endeavors.
    • Use Cases: This includes automatically generating background music, foundational plot structures, or character dialogues.
    • User Role: Users collaborate with AI; while AI provides creative support, final decisions rest with the user.

    L3: Full Automation

    • Definition: AI can independently complete specific types of creative tasks.
    • Use Cases: For example, AI can automatically generate a complete short comic or animated segment based on a set theme.
    • User Role: Users have the option to intervene; the quality of AI output is high enough for direct publication.

    L4: Intelligent Creation

    • Definition: AI exhibits advanced intelligence, understanding complex creative requirements and autonomously generating content.
    • Use Cases: This includes generating complete scripts based on user-provided outlines or adjusting storylines according to market trends.
    • User Role: Users take on a supervisory role, reviewing and fine-tuning the content generated by AI.

    L5: Complete Autonomy

    • Definition: AI can create entirely on its own without human intervention.
    • Use Cases: For instance, AI could independently produce a full-length animated movie, encompassing scriptwriting, character design, and soundtrack creation.
    • User Role: Users may choose to watch or enjoy the works produced by AI but are no longer involved in any creative processes.

    Accelerating to L4

    As the landscape of AI in the Anime, Comics, and Games (ACG) sector evolves, llamagen.ai is making significant strides towards achieving L4 in its AI ACG Copilot grading system. This stage represents a pivotal shift where AI not only assists but also understands complex creative requirements, generating content autonomously.

    Conclusion

    Through this grading system, Terry and his team aim to clearly outline the developmental trajectory of AI within the ACG sector. As technology continues to advance, we can anticipate even higher levels of AI creativity that will significantly enrich ACG creation methods and content forms. This framework also provides creators with a new set of tools to efficiently realize their creative visions. As we stand on the brink of this exciting evolution in ACG powered by AI, the potential for innovation is limitless.

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