Reseach Article
Cosmoethical Applications of Artificial Intelligence in Evolutionary Self-Organization
| Journal of Advanced Artificial Intelligence |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 2 - Number 4 |
| Year of Publication: 2026 |
| Authors: João Carlos Lopes Fernandes, Marcelo Eloy Fernandes, Marcelo Tsuguio Okano |
10.5120/jaai202660
|
João Carlos Lopes Fernandes, Marcelo Eloy Fernandes, Marcelo Tsuguio Okano . Cosmoethical Applications of Artificial Intelligence in Evolutionary Self-Organization. Journal of Advanced Artificial Intelligence. 2, 4 ( Jan 2026), 27-33. DOI=10.5120/jaai202660
Abstract
This article analyzes Artificial Intelligence (AI) from the perspective of Applied Conscientiology, integrating technical foundations of Transformer and Recovery-Augmented Generation (RAG) architectures into global governance frameworks. AI is structured as a strategic resource to enhance evolutionary self-organization and the production of consciential pregnancies (gescons), if it is subordinated to the Personal Code of Cosmoethics and mentalsomatic protagonism. The methodology adopts a theoretical-analytical approach that critically interprets the NIST AI RMF, EU AI Act, and UNESCO guidelines, proposing an authorial pipeline focused on transparency, traceability of sources, and hallucination mitigation. Practical applications in teaching and research are presented, emphasizing the prevention of biases and the preservation of pensenic singularity in the face of cognitive automation.
References
- ABNT. NBR 6023: information and documentation – references – preparation. Rio de Janeiro: ABNT, 2018.
- ANPD. Technical Note No. 16/2023/CGTP/ANPD – AI regulation (PL 2338/2023). Brasília: ANPD, 2023. Available at: . Accessed on: 26 Dec. 2025.
- ANPD. Tech Radar No. 3 – generative artificial intelligence. Brasília: ANPD, 2024. Available at: . Accessed on: 26 Dec. 2025.
- COUNCIL OF THE EU. Artificial intelligence (AI) act: Council gives final green light to the first worldwide rules on AI. 21 May 2024. Available at: . Accessed on: 26 Dec. 2025.
- EUROPEAN UNION. Regulation (EU) 2024/1689 of the European Parliament and of the Council of 13 June 2024 (Artificial Intelligence Act). Official Journal of the European Union, L 2024/1689, 12 Jul. 2024. Available at: . Accessed on: 26 Dec. 2025.
- HUANG, L. et al. A survey on hallucination in large language models: principles, taxonomy, challenges, and open questions. arXiv:2311.05232, 2023/2024. Available at: . Accessed on: 26 Dec. 2025.
- IEEE SA. Autonomous and intelligent systems (AIS) – CertifAIEd™. 2025. Available at: . Accessed on: 26 Dec. 2025.
- IEEE. Ethically aligned design: a vision for prioritizing human well-being with autonomous and intelligent systems. IEEE, 2019. Available at: . Accessed on: 26 Dec. 2025.
- JAFFE, S. et al. Generative AI in real-world workplaces: the second Microsoft report on AI and productivity research. Microsoft, 2024. Available at: . Accessed on: 26 Dec. 2025.
- LEWIS, P. et al. Retrieval-augmented generation for knowledge-intensive NLP tasks. NeurIPS, 2020. Available at: . Accessed on: 26 Dec. 2025.
- NIST. Artificial intelligence risk management framework (AI RMF 1.0). Gaithersburg, MD: NIST, 2023. Available at: . Accessed on: 26 Dec. 2025.
- NIST. Artificial intelligence risk management framework: generative artificial intelligence profile. Gaithersburg, MD: NIST, 2024. Available at: . Accessed on: 26 Dec. 2025.
- OUYANG, L. et al. Training language models to follow instructions with human feedback. arXiv, 2022.
- UNESCO. Recommendation on the ethics of artificial intelligence. Paris: UNESCO, 2021. Available at: . Accessed on: 26 Dec. 2025.
- WHO. Ethics and governance of artificial intelligence for health: guidance. Geneva: World Health Organization, 2023. Available at: . Accessed on: 26 Dec. 2025.
Index Terms
Keywords