AI-driven affordances shape information seeking, impacting ecosystem diversity
Category: Innovation & Design · Effect: Moderate effect · Year: 2023
Artificial intelligence systems embedded in everyday digital tools create 'affordances' that subtly guide user behavior in information seeking, influencing the diversity and accessibility of information.
Design Takeaway
Designers should actively consider and mitigate the potential for AI affordances to narrow information exposure and instead strive to design systems that encourage exploration and diverse perspectives.
Why It Matters
Understanding these AI-driven affordances is crucial for designers and researchers aiming to create information systems that foster genuine user agency and a healthy information ecosystem. It highlights the need to consider the unintended consequences of AI integration on user behavior and the broader availability of diverse perspectives.
Key Finding
AI in our digital tools nudges us towards certain information behaviors, which can limit as well as expand our access to diverse information, potentially harming the overall health of our information environment.
Key Findings
- AI systems generate affordances that shape how users seek and interact with information.
- These affordances can paradoxically increase and decrease the diversity and accessibility of information.
- The current trajectory of AI integration poses risks to the sustainability of information ecosystems.
Research Evidence
Aim: How do AI systems, through their inherent affordances, influence everyday information-seeking practices and the sustainability of the information ecosystem?
Method: Conceptual analysis and theoretical framework development
Procedure: The researchers analyzed existing literature on affordances, everyday information practices, and sustainability, combined with insights from library and information science and science and technology studies, to develop a conceptual model of AI's influence on information seeking.
Context: Everyday information seeking within digital environments (search engines, social media, streaming services, media generation)
Design Principle
Design AI affordances to promote information diversity and user autonomy, rather than passively shaping behavior.
How to Apply
When designing or evaluating digital products that use AI for information delivery, consider how the system's features (affordances) might be guiding user choices and what the downstream effects are on information diversity.
Limitations
This is a conceptual paper and does not present empirical data on user behavior. The focus is on theoretical implications rather than specific design solutions.
Student Guide (IB Design Technology)
Simple Explanation: AI in apps like Google or TikTok creates hidden 'nudges' that guide what information you see. These nudges can sometimes limit your choices, making it harder to find different viewpoints, which isn't good for a healthy flow of information.
Why This Matters: Understanding how AI influences users is key to creating responsible and effective designs. It helps you consider the broader impact of your design choices on society and the information landscape.
Critical Thinking: To what extent can designers truly control or predict the affordances of complex AI systems, and what are the ethical responsibilities when unintended consequences arise?
IA-Ready Paragraph: The integration of artificial intelligence within everyday digital platforms introduces subtle 'affordances' that significantly shape user information-seeking behaviors. As highlighted by Hirvonen et al. (2023), these AI-driven affordances can paradoxically lead to both increased and decreased diversity and accessibility of information, posing a challenge to the sustainability of information ecosystems. Therefore, any design project involving AI must critically examine these guiding influences to ensure user autonomy and the promotion of a healthy, diverse information environment.
Project Tips
- When exploring AI in your design project, think about the 'hidden' ways it influences user choices.
- Consider how your design could offer users more control over the information they receive, rather than letting the AI dictate it.
How to Use in IA
- Reference this paper when discussing the ethical implications of AI in your design process, particularly concerning user behavior and information access.
Examiner Tips
- Demonstrate an awareness of the subtle, often unrecognized, influence of AI on user behavior and information consumption.
Independent Variable: AI system affordances (conceptualized as features and algorithms influencing interaction)
Dependent Variable: Everyday information-seeking practices, diversity and accessibility of information, sustainability of information ecosystems
Strengths
- Provides a novel theoretical lens for understanding AI's impact on information behavior.
- Connects AI affordances to broader issues of information ecosystem sustainability.
Critical Questions
- What are the specific design features that constitute 'AI affordances' in common digital tools?
- How can designers actively design *against* potentially harmful AI affordances while still leveraging AI's benefits?
Extended Essay Application
- An Extended Essay could explore the ethical design of AI recommendation algorithms, focusing on how to balance personalization with the promotion of diverse viewpoints.
Source
Artificial intelligence in the information ecosystem: Affordances for everyday information seeking · Journal of the Association for Information Science and Technology · 2023 · 10.1002/asi.24860