BRAIN. Broad Research in Artificial Intelligence and Neuroscience

Research Overview

Overview

Ready to Grip AI's Potential? Insights from an Exploratory Study on Perceptions of Human-AI Collaboration

Authors: Andreia Gabriela ANDREI, Mara MAŢCU-ZAHARIA, Dragoş Florentin MARICIUC

Journal: BRAIN. Broad Research in Artificial Intelligence and Neuroscience · Volume 15, Issue 2 · Pages 1–22

Publication: June 2024 · Submitted: November 28th, 2023 · Accepted: May 7th, 2024

DOI: 10.18662/brain/15.2/560

Interactive researchHuman–AI LabExplore the lab
Qualitative Study · Generation Z & AI

Small inputs.
Exponential shifts.

Interviews with 20 Romanian working business master's students aged 22–26 took place in April–May 2023. The sample included 13 women and 7 men with 6 months to 3 years of work experience. Findings describe this sample's perceptions across individual, workplace and societal levels.

Source Article Qualitative Study · 20 In-Depth Interviews
Conceptual Micro · Meso · Macro Map
Dopfer et al. (2004) · Andrei et al. (2024)
ℹHover over a node to explore this conceptual summary.

First Digital NativesThe authors expected early AI adoption based on Gen Z's digital familiarity.

Pervasive Ambivalence18 of 20 participants expressed mixed feelings about generative AI.

Evolutionary EconomicsExamining rules across individual, firm, and societal strata.

01 / Evolutionary Economics Architecture

The Three Tiers of Human–AI Collaboration

Explore interviewees’ perceived benefits and risks at individual, workplace and societal levels.

Dopfer et al. (2004) Framework
Micro / Individual Perspective

Perceived learning benefits vs. concerns about thinking and dependence.

Interviewees described benefits for information, learning, creativity and well-being. Five raised concerns about limitations to thinking, while six described dependence on AI. These were perceived risks, not measured cognitive effects.

#Creativity Support#Skill Acquisition#Cognitive Dependency#Stress Relief
Perceived Advantages & Enablers
  • AI as a learning tool (7/20); access to specific information (10/20)
  • Support for creativity and ideas (6/20 participants)
  • Perceived well-being and relaxation benefits (5/20 participants)
  • Perceived easier or better daily life (10/20 participants)
Perceived Vulnerabilities & Risks
  • Concerns about AI limiting thinking (5/20 participants)
  • Concerns about reduced independent reasoning
  • Perceived dependence on AI (6/20 participants)
  • Concern about using AI to cheat instead of thinking independently
"if they use these tools excessively, it will lead to their thinking being hampered and their performance decreasing."
— Respondent 7 · Interview, p. 8
02 / Editorial Synthesis of Reported Themes

Four Perspectives on Benefits & Risks

An editorial grouping of reported themes. Counts refer to each named theme; participants may overlap.

Editorial Theme Map
Selected Theme: Group I

Access to Information

Frequency: 10 of 20 participants

The article reports access to specific information (10/20) and creativity support (6/20) as separate themes.

Editorial theme labels:
Creativity supportInformation accessLearning and knowledgeWell-being
"Working in collaboration with AI, human intelligence is able to create great things, solve problems creatively, generate ideas, develop humanity."
— Respondent 11 · Working business master's student, p. 7
03 / Bespoke Conceptual Diagrams

Visualizing Human–AI Coexistence & Reported Themes

Human–AI Coexistence and Evolutionary Feedback Network
04 / Strategic Recommendations & Governance

Actionable Imperatives for Industry 4.0

The article recommends institutional safeguards, employee training and responsible use to address perceived benefits and risks at all three levels.

Macro Governance

Institutional Safeguards & Legal Frameworks

Combine institutional safeguards and appropriate regulation with responsible AI development and use.

Pillar 1 of 3 · Recommended Roadmap
Meso Organizational

Organizational Upskilling & AI Integration Roadmaps

Assess organizational capabilities, train employees and support acceptance of AI. The article discusses the implementation roadmap of Reim et al. (2020) as a relevant resource.

Pillar 2 of 3 · Recommended Roadmap
Micro Personal

Individual Self-Control & Digital Boundaries

Use AI with self-control and healthy boundaries while preserving independent thinking and human interaction.

Pillar 3 of 3 · Recommended Roadmap

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