Principles of Making to Avoid Copyright Infringement

AI Navigate Original / 5/16/2026

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Key Points

  • 5 principles to avoid AI copyright trouble
  • Don't name styles/characters/brands; modify and hand-finish output
  • Choose commercially safe tools; keep generation records
  • Check resemblance; add your own originality, not just avoid danger

Principles to Become a "Non-Infringing Creator"

Here are 5 basic principles to avoid copyright trouble in AI-using creative work.

Principle 1: Don't Name Others' Styles

NG Prompt Examples

× "a cat in Hayao Miyazaki's art style"
× "a Takashi Murakami-style character"
× "a portrait in Picasso's style"

OK Prompt Examples

○ "a cat in a gentle watercolor style"
○ "in pop, modern art"
○ "in a cubist tone"

Replace style expressions with abstract terms, not proper nouns.

Principle 2: Don't Directly Generate Characters/Brands

NG Examples

  • Existing characters like Mickey Mouse, Hello Kitty, Pikachu
  • Famous brand logos, Coca-Cola, Apple's apple mark
  • Real celebrities'/notable people's faces

Even if AI can draw these, they are trademark/copyright/portrait-rights infringement.

Principle 3: Modify/Hand-Finish the Output

Don't deliver pure AI output as-is; always have humans add touches:

  • Color adjustment/cropping
  • Adding/removing elements
  • Text insertion
  • Combining multiple drafts

This adds a "human creation" element, making your own copyright claim easier.

Principle 4: Choose Commercially Safe Tools

  • Adobe Firefly: trained on Adobe Stock, guarantees commercial safety
  • Getty Images' AI: trained on its own library
  • Shutterstock's AI: same

Consider when you want assurance for client work/large-scale commercial.

Principle 5: Keep Records

  • Tool name/version used
  • Full prompt
  • Generation datetime
  • The process to adoption (multiple candidates, what humans added)

If trouble arises, you can prove you didn't intend infringement.

Prompt Elements to Watch

ElementNG exampleRephrasing
Artist nameby Greg Rutkowskifantasy art style
Character nameSpider-Manred and blue superhero
Movie titleStar Wars stylespace opera, sci-fi
CelebrityTaylor Swift portraityoung woman with blonde hair

Things to Watch for Resemblance

  • Unintended resemblance: after generating, check via Google image search for "close to an existing work"
  • Coincidental face match: a generated person may resemble a real person, confirm
  • Buildings/places: specific famous architecture (Tokyo Tower, Eiffel Tower) is basically OK, but caution by use

Response When Troubled

  1. Immediately stop using the item
  2. Explain the situation to stakeholders (clients, fans)
  3. Apologize and delete if needed
  4. Consult a lawyer if amounts are large
  5. Set a rule for yourself to prevent the same failure

Industry Trends (2026)

  • Legal organization of AI training data is ongoing, e.g., NYT vs OpenAI lawsuit
  • Creator bodies' AI-use guidelines being established per industry
  • Debate on mandatory "AI use" disclosure
  • Market expansion of commercially safe tools

Protect, While Expanding Creation

Follow the principles and AI is a powerful creative partner. Think "add your own originality" rather than "avoid danger." The next chapter proceeds to using concrete tools (Midjourney, DALL-E, etc.).