AI

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

AI ethics

Nwokeji, Joshua, Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Ikwunne, Tochukwu and Yeerbo, Meiyeer (2026) UX experts vs. AI: exploring the performance of large language models and humans on detecting dark patterns. AI and Ethics, 6:288. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01151-x)

AI governance

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

AI strategies

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

Artificial Intelligence

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

Artificial Intelligence (AI)

Brako, Francis and Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 (2024) Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharmaceutical Development and Technology. pp. 1-12. ISSN 1083-7450 (Print), 1097-9867 (Online) (doi:10.1080/10837450.2024.2395422)

biocompatibility

Brako, Francis and Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 (2024) Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharmaceutical Development and Technology. pp. 1-12. ISSN 1083-7450 (Print), 1097-9867 (Online) (doi:10.1080/10837450.2024.2395422)

case study

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

community building

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Adamu, Muhammad (2025) Responsible Artificial Intelligence across Borders (RAIxB): a community dialogue. In: UK AI Research Symposium (UKAIRS 2025), 8th - 9th September, 2025, Northumbria University, Newcastle.

corporate governance

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

critical synthesis

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

cross disciplinary collaboration

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Adamu, Muhammad (2025) Responsible Artificial Intelligence across Borders (RAIxB): a community dialogue. In: UK AI Research Symposium (UKAIRS 2025), 8th - 9th September, 2025, Northumbria University, Newcastle.

dark patterns

Nwokeji, Joshua, Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Ikwunne, Tochukwu and Yeerbo, Meiyeer (2026) UX experts vs. AI: exploring the performance of large language models and humans on detecting dark patterns. AI and Ethics, 6:288. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01151-x)

dark patterns · HCI · Large Language Model · LLM · Image Classification · Ethical UX

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

deceptive design

Nwokeji, Joshua, Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Ikwunne, Tochukwu and Yeerbo, Meiyeer (2026) UX experts vs. AI: exploring the performance of large language models and humans on detecting dark patterns. AI and Ethics, 6:288. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01151-x)

drug delivery system

Brako, Francis and Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 (2024) Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharmaceutical Development and Technology. pp. 1-12. ISSN 1083-7450 (Print), 1097-9867 (Online) (doi:10.1080/10837450.2024.2395422)

ethics and governance of AI

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Adamu, Muhammad (2025) Responsible Artificial Intelligence across Borders (RAIxB): a community dialogue. In: UK AI Research Symposium (UKAIRS 2025), 8th - 9th September, 2025, Northumbria University, Newcastle.

fibre-based technology

Brako, Francis and Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 (2024) Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharmaceutical Development and Technology. pp. 1-12. ISSN 1083-7450 (Print), 1097-9867 (Online) (doi:10.1080/10837450.2024.2395422)

human-centered AI

Nwokeji, Joshua, Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Ikwunne, Tochukwu and Yeerbo, Meiyeer (2026) UX experts vs. AI: exploring the performance of large language models and humans on detecting dark patterns. AI and Ethics, 6:288. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01151-x)

Human-Computer Interaction

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Adamu, Muhammad (2025) Responsible Artificial Intelligence across Borders (RAIxB): a community dialogue. In: UK AI Research Symposium (UKAIRS 2025), 8th - 9th September, 2025, Northumbria University, Newcastle.

large language models

Nwokeji, Joshua, Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Ikwunne, Tochukwu and Yeerbo, Meiyeer (2026) UX experts vs. AI: exploring the performance of large language models and humans on detecting dark patterns. AI and Ethics, 6:288. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01151-x)

LLM

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

pharmaceutical

Brako, Francis and Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 (2024) Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharmaceutical Development and Technology. pp. 1-12. ISSN 1083-7450 (Print), 1097-9867 (Online) (doi:10.1080/10837450.2024.2395422)

pharmacoinformatics

Brako, Francis and Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 (2024) Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharmaceutical Development and Technology. pp. 1-12. ISSN 1083-7450 (Print), 1097-9867 (Online) (doi:10.1080/10837450.2024.2395422)

prompt design

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

prompt engineering

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

quantitative study

Nwokeji, Joshua, Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Ikwunne, Tochukwu and Yeerbo, Meiyeer (2026) UX experts vs. AI: exploring the performance of large language models and humans on detecting dark patterns. AI and Ethics, 6:288. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01151-x)

responsible AI

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Adamu, Muhammad (2025) Responsible Artificial Intelligence across Borders (RAIxB): a community dialogue. In: UK AI Research Symposium (UKAIRS 2025), 8th - 9th September, 2025, Northumbria University, Newcastle.

technology governance

Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602, Adamu, Muhammad, Brako, Francis ORCID: https://orcid.org/0000-0002-1163-1874, Okolo, Chinasa T. and Orji, Rita (2026) Challenges, paradoxes and lessons for inclusive AI governance: an interdisciplinary analysis of corporate initiatives. AI and Ethics, 6:503. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01361-3)

user experience

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)

UX

Nwokeji, Joshua C., Ikwunne, Tochukwu A., Nkwo, Makuochi S. ORCID: https://orcid.org/0000-0002-9774-9602 and Yeerbo, Meiyeer (2026) Evaluating prompt engineering techniques for image-based classification of dark patterns with GPT-5. In: Artificial Intelligence in HCI. 7th International Conference AI-HCI 2026 Held as Part of the 28th HCI International Conference HCII 2026. Montreal, QC ,Canada, July 26-31, 2026. Proceedings Part III. Lecture Notes in Computer Science ((LNAI) -International Conference on Human-Computer Interaction, 16745 . Springer Nature, Cham, Switzerland, pp. 507-526. ISBN 978-3032308481 (doi:10.1007/978-3-032-30849-8_30)