AI in the creative Process - How AI will change
TLDRThis talk explores the integration of AI in the creative process, highlighting its limitations and potential. It discusses the importance of the step-by-step artistic process, where AI's one-step image generation can be overwhelming. The speaker suggests AI should assist, not replace, offering examples like Photoshop plugins and AI brush tools. The talk emphasizes the need for AI to understand artistic requirements and fit into existing creative workflows to enhance, not hinder, artistic expression.
Takeaways
- ๐ง AI in the creative process is not just about technology but understanding the nuances of creativity and expression.
- ๐จ Artistic processes are complex and iterative, involving multiple layers of ideas and concepts, which AI currently struggles to replicate.
- ๐ AI can be a valuable tool in the creative process, but it should complement, not replace, the artist's work by handling specific tasks more efficiently.
- ๐ค The use of AI should be integrated in a way that maintains the non-destructive process, allowing for adjustments and iterations without losing the original artistic intent.
- ๐ AI struggles with precision and expressiveness, particularly in composition and character dynamics, which are fundamental in creating emotionally resonant art.
- ๐๏ธ AI can assist in sketching and rendering, providing artists with a faster way to prototype and experiment with different ideas without being overwhelmed by detail.
- ๐ The artistic process benefits from AI when it is used to enhance creativity, such as by providing dynamic poses or suggesting color schemes based on initial sketches.
- ๐ ๏ธ AI tools should be developed with an understanding of the specialized needs of artists, including compatibility with existing software and the ability to work within the creative workflow.
- ๐ญ The potential of AI in creative industries is vast, but it requires thoughtful integration that respects the artist's role in the process and the importance of artistic expression.
- ๐ Artists can use AI to explore different styles and concepts rapidly, allowing for a broader range of ideas to be visualized and refined into final designs.
- ๐ The future of AI in creativity lies in its ability to be trained and developed to work in harmony with human artists, enhancing their capabilities without overshadowing their unique contributions.
Q & A
What was the main topic of the talk given at the comu ey Leadership Summit in Los Angeles?
-The main topic of the talk was AI in the creative process, discussing how AI can be integrated into various creative fields rather than just in the context of comu ey.
What is one of the problems with AI in the creative process according to the speaker?
-One of the problems is that AI is not very precise and has a lot of errors. It also doesn't take into consideration the creative process itself, often trying to do too much at once.
What does the speaker find interesting about Hayao Miyazaki's approach to animation?
-The speaker finds it interesting that Miyazaki emphasizes the illusion of walking animation, stating that it's not just about physical movement but also about character expressiveness, power, and role within the movie.
What is the classic meme about learning to draw an owl referring to in the script?
-The classic meme refers to the simplified process of drawing an owl starting with two circles, which humorously doesn't provide any real guidance on how to draw an owl but highlights the lack of technology for prompts at the time.
Why are artistic processes compared to puzzles in the script?
-Artistic processes are compared to puzzles because they involve figuring out how different elements fit together, including style, techniques, expression, and composition, to achieve the desired artistic expression.
What does the speaker suggest as a potential role for AI in the creative process?
-The speaker suggests that AI could be used as a plugin within software to assist with tasks, such as creating designs in Photoshop or textures in Blender, without replacing the entire creative task.
What issue does the speaker raise regarding AI creating the whole image at once?
-The issue raised is that AI creating the whole image at once can be overwhelming for the artist, as it makes it difficult to understand and change the decisions the AI has made, disrupting the artistic process.
Why is the sketching process important in the artistic process according to the script?
-The sketching process is important because it allows for expressiveness, dynamic body poses, and storytelling without being overwhelmed by the final result, keeping the artist's imagination open and flexible.
What is the significance of nondestructive processes in artistic software tools?
-Nondestructive processes are significant because they allow artists to make adjustments and changes at any stage without losing the original content, preserving layers and artistic decisions throughout the process.
How does the speaker propose integrating AI with existing specialized tools in the creative industry?
-The speaker proposes developing AI tools that fit into the existing creative process, such as plugins within different software, to enhance control and precision without replacing the specialized tools that contribute to artistic expressiveness.
What challenges does AI face in photo processing, as mentioned in the script?
-AI faces challenges in photo processing, especially with high-resolution images, as the upscaling process can change a lot of the image information, leading to inaccuracies that are noticeable to the subjects and their fans.
Outlines
๐ค AI in Creative Processes
The speaker discusses their experience at the ComU Leadership Summit in Los Angeles, where they addressed the role of AI in creative processes. They highlight the limitations of AI, such as its lack of precision and errors, and its tendency to overlook the intricacies of creativity. The speaker uses an anecdote from Hayao Miyazaki's book 'The Starting Point' to illustrate the importance of character expression in animation, emphasizing the difference between real-life movement and artistic portrayal. They also touch on the challenges artists face in learning to draw and the limitations of AI in capturing the artistic process, which involves multiple layers of ideas, techniques, and iterations.
๐จ Artistic Composition and AI Limitations
This paragraph delves into the complexities of artistic composition, using the example of a painting by Alma-Tadema to discuss the intentionality behind every element in a work of art. The speaker contrasts the meticulous planning in traditional art with the AI's tendency to produce finished images without intermediate steps, which can be overwhelming for artists. They suggest potential uses for AI as a supportive tool within creative software, such as Photoshop or Blender, to enhance tasks rather than replacing the entire creative process. The paragraph also includes examples of AI-generated sketches and how they can be improved upon by understanding focal lengths and camera perspectives.
๐ ๏ธ AI as a Tool for Artistic Enhancement
The speaker explores the potential of AI as a tool for enhancing the artistic process rather than as a replacement for it. They discuss how AI can be integrated into existing software tools to assist with tasks such as rendering, texturing, and creating photo effects. The paragraph includes examples of AI models that generate anime poses and cityscapes, and how these can be improved with further development. The speaker also emphasizes the importance of artistic freedom and expressiveness, suggesting that AI should be used to facilitate rapid prototyping and maintain the non-destructive process of art creation.
๐ The Role of AI in Artistic Workflow
This section discusses the importance of maintaining artistic requirements within software, focusing on non-destructive processes that allow for adjustments and changes without permanently altering the artwork. The speaker highlights the need for compatibility between different software tools and the preservation of layers and filters. They also touch on the collaborative aspect of the artistic process, where files must be accessible and editable by various professionals, such as photographers, designers, and animators. The paragraph concludes with a suggestion for an AI-assisted workflow that begins with a sketch and gradually builds up to a detailed design, maintaining artistic control at each stage.
๐๏ธ Embracing AI for Artistic Iteration and Control
The speaker emphasizes the value of using AI to iterate through different artistic ideas and maintain control over the creative process. They provide examples of how AI can be used to quickly change character designs, styles, and clothing, allowing for rapid prototyping and experimentation. The paragraph also discusses the importance of preserving the sketch layer in artwork to allow for changes and adjustments, and how AI can follow anatomy and pose even when certain details are not visible. The speaker encourages the development of AI tools that fit into the existing creative workflow, providing artists with more control and precision.
๐ฌ AI Integration in Creative Industries
In the final paragraph, the speaker outlines the potential for AI to be integrated into various stages of the creative process, including pre-production, production, and post-production. They suggest that AI could be developed into valuable products for the creative industries, provided it is trained and developed to complement artists' workflows. The speaker concludes by thanking the audience for their attention and expressing hope to see them in future videos, highlighting the importance of understanding how artists work and think in the development of AI tools.
Mindmap
Keywords
๐กAI in the creative process
๐กMiyazaki
๐กExpressiveness
๐กComposition
๐กIterative process
๐กNondestructive process
๐กAI brush tool
๐กRapid prototyping
๐กPhoto processing
๐กArtistic requirements
Highlights
AI's role in the creative process is not just about technology but also about understanding the nuances of creativity.
AI can have a lot of errors and lacks precision, impacting its integration into the creative process.
Hayao Miyazaki's views on animation highlight the importance of character expression beyond just physical movement.
Artistic processes are complex and iterative, involving multiple layers of ideas and concepts.
AI-generated images can lack the compositional elements and expressiveness found in human-created art.
The artistic process involves a lot of planning and intention, unlike AI's one-step image generation.
AI can be overwhelming for artists due to the lack of intermediate steps in the creative process.
Suggested uses for AI in creative software include plugins for tasks like design creation or texture generation.
AI can assist with brush tools, background processing, and rendering, enhancing the artist's workflow.
AI models like anime pose generators and cityscape sketches can aid in the conceptualization phase.
Understanding complex perspective and body proportions are areas where AI can improve in artistic applications.
Artists require control over focal length and camera angle, which AI currently struggles to provide.
AI can save time by rendering details on top of basic models, allowing for rapid prototyping.
Different tools lead to different artistic results, emphasizing the importance of tool variety in art.
Nondestructive processes in software are crucial for allowing artists to adjust and preserve their work.
Artists need AI tools that fit into their existing creative process, not replace it.
AI's potential in creative industries can be realized by training models and developing tools that complement artists' workflows.
Artists require precise control and precision from AI to integrate it effectively into their creative expression.