AI Image Generation and DesignCopyright, likeness and disclosure · Lesson 14 of 18

Likeness, trademarks and harmful content

Article · 7 min · 9 min lecture

Video lecture

Likeness, trademarks and harmful content

11 chapters · about 9 min · full transcript

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Chapter 1 of 11

Likeness, trademarks and harm

  • The 'celebrity eats our biryani' brief
  • Likeness, endorsement, trademarks, harm
  • What changed in 2025–2026
  • A 60-second risk triage

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Chapters

People, brands and harm

Beyond copyright, AI imagery raises other legal and ethical risks: using real people's likenesses, misusing trademarks, and generating content that is deceptive, harmful or offensive. These risks can damage reputations and relationships fast — and some are criminal offences in certain countries.

Likeness and personality rights

Many jurisdictions protect people against unauthorized commercial use of their name, image or likeness, through rights of publicity, personality rights, privacy law, data-protection law, passing off or defamation. Details differ widely, but the principle is consistent:

  • Do not generate or use images of real, identifiable people (celebrities, influencers, politicians, private individuals) in marketing without their consent.
  • Implied endorsement is a particular risk: showing a well-known person apparently using your product can mislead consumers and infringe their rights.
  • Deepfakes and sexualized or humiliating imagery of real people can be unlawful in many countries and violate every major platform's policies. Several jurisdictions have introduced specific offences for non-consensual intimate deepfakes.
  • Private individuals — customers, employees, members of the public — have privacy and data-protection rights over their images. Get consent before uploading their photos to AI tools or altering their likeness.

In Gulf countries, laws on privacy, defamation, cybercrime and public morals can be strict, and publishing images of people without consent — or content deemed offensive — can carry serious penalties. Pakistan's cybercrime law also covers certain misuse of images. Check local laws and err on the side of consent.

For synthetic content of a real person (for example, a creator's AI avatar, or a spokesperson's likeness used in ads):

Likeness consent checklist
[ ] Written consent from the person
[ ] Clear scope: which uses, channels, markets, duration
[ ] Right to review/approve outputs
[ ] Payment/compensation terms where relevant
[ ] How to withdraw consent and what happens to existing content
[ ] Tool compliance: the tool permits this use and has consent processes
[ ] Disclosure plan for synthetic content

Trademarks and brand assets

  • Avoid generating other brands' logos, packaging or distinctive products, which can imply affiliation or infringe trademarks.
  • AI can accidentally generate pseudo-logos that resemble real brands — check backgrounds, clothing and products.
  • Don't create "parody" ads of competitors without legal advice; comparative advertising has strict rules.

Harmful, misleading and sensitive content

Most tools have content policies, and platforms have community guidelines and ad policies. Beyond compliance, professional ethics require avoiding:

  • Misinformation: realistic images of events that did not happen, especially news, disasters, elections or conflicts.
  • Fake evidence: images presented as proof (fake screenshots, fake receipts, fake reviews).
  • Stereotypes and demeaning depictions of groups based on ethnicity, religion, gender, disability or other characteristics.
  • Religious and cultural sensitivity: depictions of religious figures, sacred texts or sites may be deeply offensive or unlawful in some markets.
  • Children: extreme care; many platforms prohibit certain depictions, and some content is illegal everywhere.

A risk triage for every AI image

Low risk:    Abstract textures, clearly stylized illustrations, landscapes, generic objects
Medium risk: Realistic generic people, realistic scenes, product composites, cultural motifs
High risk:   Real people, public figures, children, news/events, religious content,
             health/finance claims, other brands' assets
→ Medium: extra review. High: consent/legal review or don't proceed.

A creator wants to post an AI image of a famous footballer wearing the creator's merch to ride a trending topic.

Analysis: identifiable real person, commercial context, implied endorsement, no consent → high risk under likeness laws, advertising rules and platform policies. Alternative: create a clearly original illustrated character, or reach out to the athlete's management for a paid partnership.

Common mistakes

  • "It's just a joke/meme" — commercial accounts face stricter scrutiny.
  • Using customers' photos in AI tools without consent.
  • Missing pseudo-logos in backgrounds.
  • Generating realistic images of events for engagement.

When something goes wrong

Mistakes happen, so plan your response. If you discover that a published image contains a real person's likeness without consent, another brand's logo, or a misleading or offensive element, remove or edit it promptly, inform the client, and document what happened and how it will be prevented. If someone complains, respond respectfully and quickly. Updating your style system, risk triage and review steps after each incident turns a mistake into a stronger process.

2025–2026 update: the rules got sharper

  • EU AI Act transparency obligations (from August 2, 2026). Deployers who use AI to generate or manipulate image, audio or video content that resembles real people, objects, places or events and would falsely appear authentic ("deepfakes") must disclose that it is artificially generated or manipulated, with lighter treatment for evidently artistic, creative or satirical work. The European Commission has been developing a code of practice on marking and labeling AI-generated content to support these rules.
  • United States. The TAKE IT DOWN Act (2025) made publishing non-consensual intimate imagery, including AI-generated "digital forgeries", a federal offense and requires covered platforms to remove it on request. Several states also protect voice and likeness against unauthorized AI replicas.
  • Platforms. Major platforms prohibit deceptive synthetic depictions of real people and label realistic AI content; several offer tools for people to request removal of AI content that simulates them.

Hands-on: the pre-publication risk triage (60 seconds per image)

RISK TRIAGE — asset: ______
Real person identifiable (face, voice, name, distinctive features)?  Y / N
  → Y: written consent on file? scope covers this use? → if not, STOP
Implies endorsement or affiliation by a person or brand?             Y / N
  → Y: permission on file? otherwise redesign
Third-party logos, packaging, characters, landmarks with rights?     Y / N
  → Y: remove, blur, or obtain permission
Could it mislead about a product, result, event or news?             Y / N
  → Y: real imagery instead; AI only where it cannot mislead
Sensitive topic (health, finance, politics, religion, children, tragedy)? Y / N
  → Y: senior review + platform/ad policy check + disclosure
Risk level: LOW (publish after QA) / MEDIUM (second reviewer) / HIGH (legal or client sign-off)

Before/after: a trend that almost went wrong

BeforeAfter
IdeaA viral "celebrity tries our biryani" AI image for a Karachi restaurantStaff and regular customers (with signed consent) photographed trying the new dish; an illustrated cartoon chef for the playful version
RisksLikeness and implied endorsement; platform removal; possible legal actionNone of those; the illustrated version is ownable
ResultWould likely be removed, and could damage reputationAuthentic content plus a reusable brand character

Summary

Never use real people's likenesses without consent, avoid other brands' assets, don't create misleading or harmful imagery, respect cultural and religious sensitivities, and triage every image by risk level.

Key takeaways

  • Beyond copyright, manage likeness, implied endorsement, trademarks and harmful or deceptive content.
  • Use real people's likeness only with written, scoped consent — including customers and employees.
  • EU AI Act deepfake disclosure applies from August 2026; the US TAKE IT DOWN Act (2025) targets non-consensual intimate imagery, including AI forgeries.
  • Check outputs for pseudo-logos, third-party packaging and landmarks that imply affiliation.
  • Run a 60-second triage on every image and escalate by risk level (QA, second reviewer, legal/client).

Check your understanding

Quick questions to lock in the lesson. They don’t count towards your certificate.

  1. A creator wants to post an AI image of a celebrity holding their product. What is the main risk?
  2. Which image is highest risk?
  3. What should a likeness consent agreement specify?

Put it into practice

Apply the risk triage to ten AI image ideas for a brand. For each medium- or high-risk idea, write what review, consent or alternative approach would be needed.

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