Audience, Culture and Representation

Introduction

Photography is never only a record of what was in front of a camera. It is also a social statement shaped by the photographer, commissioning organisation, technology, circulation platform and audience. Choices about who appears, who is absent, how bodies are framed, what captions say, and which images receive visibility influence how people and communities are understood.

For mass media managers, this makes visual communication both a creative and an ethical responsibility. An image may attract attention, establish a brand identity or communicate public information, while simultaneously reproducing assumptions about gender, race, class, disability, age, religion, nationality or sexuality. Audience research helps practitioners understand how images are interpreted by different groups; critical analysis helps them identify the power relations embedded in visual culture; inclusive design helps ensure that communication is accessible and respectful.

Representation does not simply mirror society. It selects, emphasises and organises meaning. This chapter presents frameworks for evaluating images through audience research, identity, ideology, culture, gender, class, race and power. It then applies these ideas to practical decisions in editorial, advertising, public relations, documentary, social media and organisational communication.

Learning Objectives

By the end of this chapter, students should be able to:

1. Explain how audiences interpret photographic meaning within cultural and social contexts.
2. Apply semiotic, encoding/decoding and representation theories to visual analysis.
3. Evaluate the effects of identity, ideology, gender, class, race and power on image production and reception.
4. Identify stereotypes, tokenism, exoticisation, objectification and other harmful representational practices.
5. Design inclusive and accessible photographic communication.
6. Use audience research and ethical review to improve visual communication decisions.
7. Analyse a professional case involving representation and propose responsible alternatives.

1. Images, Meaning and Audiences

1.1 The photographic image as a constructed message

A photograph has a physical relationship to a scene: light reflected from objects is recorded by a camera or sensor. However, the meaning of the resulting image is not fixed by physical resemblance. Meaning is influenced by selection and presentation. A photographer chooses the subject, location, timing, lens, distance, viewpoint and moment. An editor chooses whether the photograph is published, cropped or paired with text. A platform determines its size, sequence and audience. Viewers bring memories, identities, knowledge and cultural expectations.

A useful distinction is between denotation and connotation. Denotation refers to what can be described directly: a person is standing beside a building; three people are seated around a table. Connotation refers to associated meanings: authority, poverty, professionalism, intimacy, danger or modernity. Connotations are not universal. A gesture, colour, garment or architectural style may communicate different meanings across cultures.

The same image can therefore support competing readings. A close-up of a protester may be read as evidence of courage by one audience and disorder by another. A photograph of a traditional garment may signify pride and continuity to one viewer, but appear exotic or old-fashioned when framed by an outsider. Responsible practitioners do not assume that their intended meaning is the only meaning available.

1.2 The audience is plural

The term audience should not be treated as a single, passive mass. Audiences may be segmented by age, location, language, education, income, media habits, disability, political outlook, cultural identity and lived experience. A campaign may have a primary audience, such as first-year university applicants, and secondary audiences, such as parents, teachers and policymakers.

Audiences are also active interpreters. They may accept, negotiate or reject a message. Stuart Hall’s encoding/decoding model explains this process. Producers encode preferred meanings into a message through visual and verbal choices. Audiences decode those meanings from their own social positions. Hall identified three broad reading positions:

• A dominant or preferred reading accepts the intended interpretation.
• A negotiated reading accepts some aspects but adapts others to local experience.
• An oppositional reading understands the preferred meaning but rejects it.

These positions are analytical categories rather than fixed audience types. One person may produce different readings at different times or in response to different contexts.

1.3 Audience research methods

Audience research should combine methods because no single technique reveals all dimensions of interpretation.

Good research asks not only whether an image is liked, but also whom it represents, what assumptions it activates, what it leaves out, how different groups experience it, and what action it encourages. Sampling is important: a focus group composed only of internal staff cannot adequately test representation of an external community.

2. Representation, Identity and Ideology

2.1 Representation as production of meaning

Representation is the process through which people, places, events and identities are selected and made meaningful. It involves inclusion and exclusion. If a campaign repeatedly presents leaders as men and care workers as women, it does more than reflect a workforce; it can naturalise a gendered division of labour.

Representation operates through several layers:

1. Production: who commissions, photographs, edits and distributes the image.
2. Text: composition, lighting, gesture, clothing, caption, typography and sequence.
3. Circulation: where and beside what content the image appears.
4. Reception: how audiences interpret, share, contest or ignore it.
5. Consequences: how the image affects reputation, policy, opportunity or self-perception.

This model prevents analysis from treating the image as an isolated object.

2.2 Identity is relational and intersectional

Identity includes dimensions such as gender, race, ethnicity, class, disability, age, religion, nationality, sexuality and professional status. These dimensions interact rather than operate independently. Intersectionality, associated especially with Kimberlé Crenshaw, explains how overlapping structures can create distinctive experiences of visibility and disadvantage. For example, the representation of a disabled woman of colour cannot be understood by adding separate categories of “disability,” “gender” and “race” without considering their interaction.

Intersectional analysis asks:

• Who is visible and in what role?
• Who is absent or placed at the margins?
• Which identities are treated as individual and complex, and which are reduced to a single characteristic?
• Who is granted agency, expertise, privacy and dignity?
• Are differences within a group acknowledged?

Inclusion is not achieved merely by placing a member of an under-represented group in an image. The person must be represented as a full participant rather than a symbolic prop.

2.3 Ideology and the normalisation of values

Ideology refers to systems of ideas and assumptions that organise social life and make particular arrangements appear natural or inevitable. Images may promote ideologies of consumerism, nationalism, patriarchy, able-bodiedness, whiteness, meritocracy or respectability without explicitly stating them.

Roland Barthes used the concept of myth to describe how historically specific cultural meanings can appear natural. A luxury interior may signify not merely wealth but success, deservingness and a desirable lifestyle. Advertising often transforms social values into apparently obvious personal choices.

Critical visual analysis asks whose interests are served by a representation. It does not mean that every image has a single hidden message. Rather, it identifies how visual conventions can privilege some viewpoints and limit others.

3. Power in Photographic Practice

Power operates at the levels of access, authorship, framing, distribution and interpretation. A news organisation may decide which community receives coverage and which events are considered newsworthy. A brand may use a marginalised community’s visual symbols while excluding that community from decision-making. A platform’s recommendation system may amplify emotionally dramatic images and suppress less sensational accounts.

The photographer-subject relationship also involves power. Consent is not merely obtaining a signature. Ethical consent requires that subjects understand the purpose, audience, risks and likely uses of an image. Power differences may make refusal difficult, especially when the photographer represents an employer, state agency, charity or media organisation.

Documentary photography raises a further issue: the subject may face consequences long after publication. A distressing image can generate attention and donations, but it can also reduce a person to suffering or expose them to stigma. Practitioners should consider whether the image preserves dignity, whether less intrusive alternatives exist, and whether the subject or community has meaningful control over use.

The gaze

The concept of the gaze describes structured ways of looking. Feminist film theory, particularly Laura Mulvey’s discussion of the male gaze, examined how women may be positioned as objects of visual pleasure for an assumed heterosexual male viewer. Contemporary analysis extends the concept to colonial, racial, tourist, medical and surveillance gazes.

The gaze is not simply the identity of the person holding the camera. It is a visual arrangement that assigns looking and being looked at, activity and passivity, authority and vulnerability. A photograph can resist a dominant gaze by giving subjects agency, direct address, complexity and control over their self-presentation.

4. Gender, Race, Class and Cultural Difference

4.1 Gender representation

Gender stereotypes associate men and women with fixed traits and social roles. Common patterns include representing men as decisive experts, women as emotional caregivers, women as decorative objects, and gender-diverse people as unusual or comic. These patterns can also affect camera technique: fragmentation of bodies, emphasis on appearance, submissive poses and unequal distribution of visual authority.

Inclusive gender representation requires more than numerical balance. It should distribute expertise, leadership, action, humour and emotional complexity across genders. It should avoid assuming binary gender categories and should respect names, pronouns and self-identification. In professional settings, production teams should consult relevant communities rather than treating representation as a purely aesthetic decision.

4.2 Race and ethnicity

Racial representation is shaped by histories of colonialism, segregation, migration and unequal media power. Problems include white default assumptions, colourism, racial caricature, criminalisation, perpetual foreignness and the use of people of colour as visual evidence of diversity without institutional change.

Technical decisions can also have representational consequences. Historically, photographic film and camera systems were often optimised for lighter skin tones. Modern digital systems have improved, but exposure, lighting, colour grading and retouching still require informed practice across a range of skin tones. The issue is not that one technical setting suits every person; it is that practitioners must test equipment, understand light and avoid treating lighter skin as the unspoken standard.

Ethnic and cultural symbols should not be detached from context merely because they appear visually distinctive. Sacred objects, ceremonies, hairstyles and clothing may carry restrictions or meanings that require permission and explanation. Consultation should occur before production, not only after criticism.

4.3 Class and poverty

Class representation often distinguishes between respectable and disreputable poverty. Images of low-income communities may rely on clutter, dilapidated buildings, distressed faces and dramatic lighting, while wealth is shown through order, privacy, confidence and attractive environments. Such conventions can imply that poverty is a personal failure rather than a structural condition.

Ethical practice avoids extracting images of hardship for emotional effect. It gives subjects voice and agency, includes structural context, and avoids unnecessary identification of people experiencing homelessness, debt, illness or food insecurity. If a person is paid or receives support for participation, the arrangement should be transparent and should not create coercion.

4.4 Culture and cultural appropriation

Culture is dynamic, internally diverse and continually negotiated. It is not a catalogue of visual traits belonging to a homogeneous group. Cultural appropriation becomes a concern when a powerful group adopts elements from a less powerful group while removing their context, claiming ownership, profiting from them or excluding the source community.

Not every cultural exchange is appropriation. Analysis should consider history, power, consent, context, benefit and control. A campaign developed with the community, credits contributors and returns value is ethically different from a campaign that copies sacred imagery for commercial novelty.

5. Stereotypes and Harmful Representation

A stereotype is a simplified, repeated representation that assigns a limited set of traits to a group. Stereotypes may be positive-sounding, such as portraying all members of a group as naturally resilient or talented, but they still restrict individuality and can create pressure.

Common harmful patterns include:

• Tokenism: including one person from a marginalised group to signal diversity without changing the underlying message or organisation.
• Exoticisation: presenting people as mysterious, primitive, colourful or culturally strange for an outside viewer’s pleasure.
• Objectification: reducing a person to a body, commodity or visual resource.
• Victimisation: showing people only through suffering and dependency.
• Othering: constructing a group as fundamentally different from an assumed norm.
• Erasure: omitting a group or making its contribution invisible.
• Misgendering and deadnaming: representing a person against their stated gender identity or current name.
• Inspiration framing: presenting disabled people primarily as inspirational to non-disabled audiences for performing ordinary activities.
• Performative diversity: displaying diversity in promotional material without equitable participation or organisational practice.

A practical review should examine both the image and its context. A photograph of a person crying may be respectful in a subject-led documentary but exploitative in an unrelated advertisement. Meaning depends on consent, captioning, editorial purpose, audience and power.

6. Inclusive and Accessible Visual Communication

6.1 Inclusion as a production process

Inclusive communication begins before the camera is used. A strong process includes diverse decision-makers, community consultation, accessible locations, fair casting, appropriate compensation, informed consent and a plan for feedback. Diversity in the production team does not guarantee inclusion, but homogeneous teams are more likely to miss assumptions that appear normal to them.

A representation checklist can ask:

1. Who made the decision about this image?
2. Who is represented, and with what degree of agency?
3. Who might be harmed, stereotyped or exposed?
4. Is the image necessary, or is it merely attention-grabbing?
5. Are people identified accurately and respectfully?
6. Does the caption provide context without invading privacy?
7. Are benefits and risks distributed fairly?
8. Can the communication be accessed by people with sensory, cognitive or physical disabilities?
9. Has the image been tested with relevant audiences?
10. Is there a process for correction, withdrawal or complaint?

6.2 Accessibility

Accessibility is part of communication quality, not an optional technical addition. Important practices include:

• Provide meaningful alternative text for informative images. It should communicate purpose and essential relationships, not list every visible detail.
• Mark decorative images as decorative so screen readers do not create unnecessary noise.
• Include captions and transcripts for video content, identifying relevant speakers and meaningful sound.
• Use sufficient colour contrast and never communicate essential information through colour alone.
• Avoid flashing sequences and rapid visual changes that may trigger photosensitive reactions.
• Use readable type, logical hierarchy and plain language alongside images.
• Ensure controls, galleries and forms are keyboard-accessible.
• Offer translated or culturally appropriate versions where audiences require them.

Alternative text should be context-sensitive. For a university admissions page, “Student using a wheelchair discussing a project with two classmates in a laboratory” may be more useful than a purely physical inventory. For a historical archive, names, dates, location and visible activity may be essential. Accuracy requires not inventing identities or emotions that cannot be established.

6.3 Designing beyond the average viewer

Universal design aims to make communication usable by the widest possible range of people without requiring special adaptation. In practice, this means combining visual, textual and auditory modes; testing on actual devices; and considering different reading speeds, languages, abilities and levels of media literacy. Accessibility should be evaluated throughout a campaign rather than added after publication.

7. A Framework for Critical Image Evaluation

The following five-stage framework can be used by students and professionals.

Stage 1: Describe

Record what is visibly and audibly present without interpretation. Note people, objects, setting, composition, lighting, text, cropping and sequence.

Stage 2: Analyse form

Examine viewpoint, distance, focus, colour, contrast, gesture, posture, gaze, spatial hierarchy and editing. Ask what the formal choices encourage the viewer to notice.

Stage 3: Interpret cultural meaning

Identify connotations, symbols, genre conventions and assumptions about normality, success, danger, family or authority. Consider how different audiences may read the image.

Stage 4: Evaluate power and ethics

Ask who produced the image, who benefits, who may be harmed, whether consent is meaningful, and whether the subject has agency and privacy.

Stage 5: Act and revise

Propose changes to casting, framing, captioning, accessibility, context, distribution or approval procedures. Test the revised version with relevant audiences and document the decision.

This framework is not a mechanical scoring system. Its value lies in making reasoning explicit and encouraging revision before publication.

8. Case Study: A University Access Campaign

The following is an illustrative case.

Background

A university develops a campaign to increase applications from students from low-income communities. The communications team selects photographs showing a young student alone in a dark, damaged housing estate, accompanied by the slogan “Escape your circumstances.” A second image shows a confident graduate in a modern building.

Problem

The campaign intends to communicate opportunity but constructs low-income communities as bleak places from which individuals must escape. It positions the university as a rescuer and suggests that success is achieved through individual mobility rather than collective support. The first student is represented without a name, voice or academic identity. The contrast also risks stigmatising the neighbourhood and insulting current students who live there.

Analysis

Using the five-stage framework, the denotation includes a student, a housing estate and dark lighting. Formally, low-key lighting, isolation and a low camera angle create an atmosphere of threat or limitation. The slogan produces a preferred reading in which university is a route out of poverty. A negotiated reading might recognise genuine opportunity but reject the implication that home communities are shameful. An oppositional reading may see the campaign as classist and paternalistic.

Audience research with prospective students, current students, local residents and widening-participation staff reveals that participants want information about scholarships, mentoring, transport and belonging. They do not want poverty used as a visual spectacle. Disabled students also report that the online campaign lacks alternative text and that the video has no captions.

Approach and solution

The team replaces the “escape” concept with “Build your next chapter.” It photographs several students in laboratories, studios, libraries and community settings, showing collaboration and academic agency. Each participant chooses how they are identified and approves the caption. The campaign includes clear information about financial support, accessible facilities and pastoral services. A community advisory group reviews drafts, and the university pays participants for their time.

The visual design uses captions, descriptive alternative text, subtitles, high-contrast typography and a text-only information route. Rather than hiding social inequality, the campaign addresses structural support directly.

Outcome

The revised campaign produces more positive qualitative responses and reduces complaints about stigma. Its strongest improvement is not merely aesthetic: it changes the narrative from rescue to partnership and provides practical evidence that the university is prepared to support access. The case does not establish that any single image causes application behaviour; evaluation should use multiple measures, such as accessible user feedback, engagement quality, enquiries and application data, while monitoring whether the campaign reaches the intended audience.

Learning points

• Good intentions do not prevent harmful representation.
• Context, slogan and image operate together.
• Consultation should include represented communities, not only communication professionals.
• Inclusion requires both dignified imagery and practical institutional change.
• Accessibility and representation should be planned at the same time.

9. Professional, Legal and Governance Considerations

Ethical visual practice is supported by, but not identical to, legal compliance. Practitioners must consider privacy and data protection, model releases where relevant, copyright, defamation, intellectual property, safeguarding, advertising standards, discrimination law and rules governing images of children. Laws differ by jurisdiction, so organisations should obtain appropriate legal advice.

A release may establish permission to use an image, but it does not automatically make every use ethical. Consent can be limited by purpose, platform, duration, geography and audience. Organisations should maintain records of consent, permissions, contributor payments, caption accuracy and complaints. High-risk work should receive editorial or ethics review before publication.

When photographing children or vulnerable adults, safeguarding procedures should define supervision, consent from appropriate guardians, assent where possible, image storage, metadata protection and withdrawal processes. Sensitive geolocation data should not be exposed accidentally through file metadata or captions.

10. Technology, Platforms and AI

Digital platforms influence representation through cropping, ranking, recommendation and moderation systems. Automated cropping may centre faces that conform to biased assumptions about salience. Image search systems may associate occupations or emotions with stereotyped demographics. Metrics such as clicks and shares can reward sensational or polarising imagery rather than accurate and respectful communication.

Generative AI introduces additional concerns. Synthetic images may fabricate people, events or cultural settings; training data may reproduce unequal representation; and generated faces can create false impressions of diversity. Organisations should disclose substantial synthetic alteration when authenticity matters, retain provenance records, obtain rights to inputs, and prohibit the fabrication of documentary evidence. AI outputs require human review for stereotypes, inaccurate cultural details, accessibility and consent. A synthetic person cannot provide consent, but the use of a recognisable real person’s likeness may require permission and may create legal and ethical risks.

Technology should support, not replace, community knowledge and editorial accountability. Automated accessibility tools can suggest alternative text, but a knowledgeable human must verify whether the description is accurate, relevant and respectful.

Challenges and Limitations

Representation analysis has several limitations. Audience research can never include every possible interpretation. Focus groups may reproduce social pressures, surveys may conceal uncertainty, and online feedback may overrepresent highly motivated users. Researchers must protect participants from being required to explain or defend their identity.

There is also a risk of treating identity categories as fixed or of applying a checklist without understanding context. Avoiding all difference can produce bland communication and erase meaningful cultural specificity. The goal is not to remove complexity, conflict or difficult subjects from photography. It is to represent them with accuracy, agency, context and care.

Finally, inclusive images cannot compensate for discriminatory organisational practice. Representation is one part of a broader system involving employment, access, editorial policy, platform governance and material distribution. Practitioners should therefore connect visual decisions to institutional accountability.

Best-Practice Principles

1. Research audiences before finalising major visual decisions.
2. Involve represented communities in planning, production and review.
3. Give subjects agency over identification and context wherever feasible.
4. Represent people as complex participants rather than symbols or problems.
5. Examine intersectionality rather than relying on single-category diversity.
6. Avoid stereotypes, tokenism, exoticisation and unnecessary victimisation.
7. Make accessibility part of concept development and budgeting.
8. Distinguish documentary evidence from staged or synthetic imagery.
9. Keep consent, licensing, captioning and risk records.
10. Monitor reception after publication and correct harmful errors promptly.

Chapter Summary

Photographs are constructed cultural messages, not neutral windows. Their meanings emerge from production choices, visual conventions, circulation and audience interpretation. Hall’s encoding/decoding model shows why intended meaning may be accepted, negotiated or opposed. Representation analysis examines who is visible, how identity is organised, whose interests are served and what consequences follow.

Gender, race, class, culture, disability and other identities intersect within systems of power. Stereotyping, tokenism, objectification, exoticisation, victimisation and erasure can restrict how people are understood. Inclusive practice requires community participation, meaningful consent, agency, contextual accuracy and attention to production conditions. Accessible communication uses alternative text, captions, readable design, sufficient contrast, keyboard access and multiple modes of communication.

Audience research, critical review and ethical governance should guide the complete image lifecycle. Technology and AI can assist production and accessibility but may reproduce bias and must remain subject to human accountability. Responsible visual communication does not promise one universally correct interpretation; it creates conditions for accurate, respectful and accessible participation.

Key Terms

Representation: The process of selecting and making people, events and identities meaningful.

Audience: Individuals or groups who encounter, interpret or use a media message.

Denotation: The directly observable elements of an image.

Connotation: Cultural or emotional meanings associated with observable elements.

Encoding/decoding: Hall’s model of how producers construct preferred meanings and audiences interpret them.

Dominant reading: An interpretation that broadly accepts the preferred meaning.

Negotiated reading: An interpretation that accepts some meanings but adapts or questions others.

Oppositional reading: An interpretation that understands but rejects the preferred meaning.

Ideology: A system of ideas and assumptions that organises social meaning and power.

Myth: A culturally produced meaning that appears natural or universal.

Intersectionality: The analysis of how overlapping identities and structures of power shape experience.

Gaze: A socially organised relationship between looking, being looked at and authority.

Stereotype: A simplified and repeated representation of a group.

Tokenism: Symbolic inclusion without meaningful participation or structural change.

Othering: Constructing a group as fundamentally different from an assumed norm.

Objectification: Treating a person primarily as a body, object or visual resource.

Informed consent: Voluntary permission based on understanding purpose, risks and use.

Alternative text: A textual description that communicates an image’s relevant purpose or content.

Universal design: Designing communication to be usable by the widest feasible range of people.

Cultural appropriation: Adoption of cultural elements amid unequal power, especially when context, consent, benefit or control are denied.

Review Questions

Short Answer Questions

1. Distinguish between denotation and connotation in photographic analysis.
2. What are dominant, negotiated and oppositional readings?
3. Define intersectionality and explain its relevance to visual communication.
4. Identify four common forms of harmful representation.
5. Why is alternative text context-dependent?

Long Answer Questions

1. Explain how a photograph’s meaning is shaped by production, circulation and audience reception.
2. Discuss how gender, race and class stereotypes may be reproduced through composition and context.
3. Explain the relationship between representation and power in documentary photography.
4. Describe a complete process for producing inclusive visual communication.
5. Evaluate the benefits and limitations of audience research methods used in visual communication.

Analytical / Application Questions

1. Select a public campaign and apply the five-stage critical image evaluation framework. Identify its preferred meaning and propose revisions.
2. Design an audience-research plan for testing whether a university campaign represents a culturally diverse student body respectfully and accessibly.
3. A brand wants to use an Indigenous cultural symbol in a commercial image. Analyse the ethical issues and recommend a responsible production and governance process.

Multiple Choice Questions with Answers

Question 1

Which statement best describes connotation?

A. The physical process by which light reaches a camera sensor

B. The culturally associated meanings produced by an image

C. The legal ownership of a photograph

D. The number of people who view an image

Correct Answer: B. The culturally associated meanings produced by an image

Question 2

In Hall’s encoding/decoding model, an oppositional reading occurs when an audience member:

A. Accepts the preferred meaning without question

B. Ignores the image completely

C. Understands the preferred meaning but rejects it

D. Changes the image before publication

Correct Answer: C. Understands the preferred meaning but rejects it

Question 3

Which example best illustrates tokenism?

A. Consulting a community throughout campaign development

B. Including one marginalised person only to signal diversity

C. Providing captions and alternative text

D. Paying participants for their professional contribution

Correct Answer: B. Including one marginalised person only to signal diversity

Question 4

Intersectionality is concerned primarily with:

A. The technical resolution of intersecting lines in an image

B. How overlapping identities and power structures shape experience

C. The difference between analogue and digital photography

D. The measurement of audience size

Correct Answer: B. How overlapping identities and power structures shape experience

Question 5

Which practice most directly improves accessibility for a photograph used on a website?

A. Adding decorative filters

B. Using a smaller file without description

C. Providing meaningful alternative text

D. Cropping out contextual information

Correct Answer: C. Providing meaningful alternative text

Question 6

Why can a signed image release still be ethically insufficient?

A. A release always transfers copyright to the photographer

B. Permission may not address purpose, risks, context or power imbalance

C. Releases are never valid for digital images

D. A release prevents all future editing

Correct Answer: B. Permission may not address purpose, risks, context or power imbalance

Question 7

Which visual pattern is most closely associated with objectification?

A. Representing a person primarily as a body or visual commodity

B. Providing a subject with control over identification

C. Showing a group in varied professional roles

D. Adding captions for spoken dialogue

Correct Answer: A. Representing a person primarily as a body or visual commodity

Question 8

A campaign shows a low-income neighbourhood only through decay and distress. What concern is most directly raised?

A. Class-based stereotyping and stigmatisation

B. Excessive keyboard accessibility

C. Insufficient camera resolution only

D. Copyright expiration

Correct Answer: A. Class-based stereotyping and stigmatisation

Question 9

Which statement about generative AI and representation is most accurate?

A. AI systems are automatically free from cultural bias

B. Synthetic images never require disclosure

C. AI may reproduce bias and requires human review and provenance controls

D. AI-generated people provide legal consent for any use

Correct Answer: C. AI may reproduce bias and requires human review and provenance controls

Question 10

What is the strongest reason to involve represented communities in visual production?

A. It guarantees that every audience will interpret the image identically

B. It can improve contextual accuracy, agency and accountability

C. It removes the need for accessibility testing

D. It ensures that no editing will be required

Correct Answer: B. It can improve contextual accuracy, agency and accountability