References
A curated minimal list of references - Limit: 50
The following listing provides a comprehensive record of the sources, organized alphabetically by the lead author or organization. Academic formatting has been applied, and hyperlinks are included where they were provided within the source text.
Abelson, S., Lipson, S. K., & Eisenberg, D. (2023). What Works for Improving Mental Health in Higher Education? American Council on Education. 1
Bruschi, D., & Diomede, N. (2022). A framework for assessing AI ethics with applications to cybersecurity. AI and Ethics, 3, 65–72. https://doi.org/10.1007/s43681-022-00162-8 2
Butlin, P., Long, R., Bayne, T., et al. (2025). Identifying indicators of consciousness in AI systems. Trends in Cognitive Sciences. https://doi.org/10.1016/j.tics.2025.10.011 3
Çetin, R. B., Stanusch, N., & Faddoul, M. (2025). From “Googling” to “Asking ChatGPT”: Governing AI Search. AI Forensics. https://aiforensics.org/uploads/Governing_AI_Search.pdf 4
Cheng, D. (2025). AI Could Undermine Emerging Economies. AI Frontiers. 5
Collins, H. (2024). Establishing veritocracy: Society, truth and science. Transcultural Psychiatry, 61(5), 783–794. https://doi.org/10.1177/13634615241260726 6, 7
de Vries-Gao, A. (2025). The carbon and water footprints of data centers and what this could mean for artificial intelligence. Patterns. https://doi.org/10.1016/j.patter.2025.101430 8
EDSAFE AI Alliance. (2025). EDSAFE Policy Labs: Policy Stack. 9
Forghani, M. (D.). (2025). Consciousness as a Resonance Frequency Coding Principle (RFCP): Redefining Human Intelligence and Time in the Light of Unified Cosmic Awareness. 10
Frontiers Media. (2025). Unlocking AI’s Untapped Potential: Responsible Innovation in Research and Publishing. https://www.frontiersin.org/documents/unlocking-ai-potential.pdf 11
Gould, D. (2024). A Conceptual View of Organizational Evolution. 12
Hadgu, A. T., Azunre, P., & Gebru, T. (2023). Combating Harmful Hype in Natural Language Processing. 13
Hendrycks, D. (2024). Natural Selection Favors AIs over Humans. arXiv:2303.16200v4. https://arxiv.org/abs/2303.16200 14
Hoel, E. P., Albantakis, L., & Tononi, G. (2013). Quantifying causal emergence shows that macro can beat micro. Proceedings of the National Academy of Sciences, 110(49), 19790–19795. 15
Ito, M., Odgers, C., & Schueller, S. (2020). Social Media and Youth Wellbeing: What We Know and Where We Could Go. Connected Learning Alliance. https://clalliance.org/wp-content/uploads/2020/06/Social-Media-and-Youth-Wellbeing-Report.pdf 16
Jansma, A., & Hoel, E. (2025). Engineering Emergence. 17
Judkins, J. L., Moore, B. A., & Collette, T. (2020). Psychological Hardiness. 18
Kambhampati, S., Stechly, K., Valmeekam, K., et al. (2025). Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces! arXiv:2504.09762v2. 19
Kelley, C., Nixon, N., Fusco, J., et al. (2025). Special issue on equity of artificial intelligence in higher education. Journal of Computing in Higher Education. https://doi.org/10.1007/s12528-025-09481-1 20
Kirchhoff, M. D. (2025). The Idealized Mind: From Model-Based Science to Cognitive Science. MIT Press. https://doi.org/10.7551/mitpress/15860.001.0001 21
Kirmayer, L. J. (2024). Science and sanity: A social epistemology of misinformation, disinformation, and the limits of knowledge. Transcultural Psychiatry, 61(5), 795–808. https://doi.org/10.1177/13634615241296301 22
Kray, L. J., Mishra, S., Townsend, C. H., & Kennedy, J. A. (2025). Psychological drivers of gender disparities in leadership paths. Trends in Cognitive Sciences. https://doi.org/10.1016/j.tics.2025.10.008 23
Kuhl, J., Quirin, M., & Koole, S. L. (2020). The Functional Architecture of Human Motivation: Personality Systems Interactions Theory. Advances in Motivation Science, 8. 24
Leahy, C., Alfour, G., Scammell, C., et al. (2024). The Compendium. https://thecompendium.ai 25
Liu, A., Esbenshade, L., Sarkar, S., et al. (2025). AI as a Teaching Partner: Early Lessons from Classroom Codesign with Secondary Teachers. https://arxiv.org/pdf/2512.12045 26
Malta, M. (2025). The quiet architecture of violence: Why LGBTQ+ health demands community ownership. Frontiers Science News. 27
Meijer, D. K. F., & Geesink, J. H. (2018). Favourable and Unfavourable EMF Frequency Patterns in Cancer: Perspectives for Improved Therapy and Prevention. Journal of Cancer Therapy, 9, 188–230. https://doi.org/10.4236/jct.2018.93019 28
Meijer, D. K. F., & Geesink, H. (2019). Life and Consciousness are Guided by a Semi-Harmonic EM Background Field. NeuroQuantology, 17(4), 37–44. https://doi.org/10.14704/nq.2019.17.04.2074 29
Meijer, D. K. F., Jerman, I., Melkikh, A. V., & Sbitnev, V. I. (2020). Consciousness in the Universe is Tuned by a Musical Master Code. Part 1: A Conformal Mental Attribute of Reality. Quantum Biosystems, 11(1), 1–31. 30
Meijer, D. K. F., & Forghani, M. (D.). (2025). The Sonic and Conscious Universe: Transactional Wave Resonance Creates Coherence from Planck to Cosmic Scales, as a Basis for Human Intelligence and Unified Cosmo-Psychism. 31
Meijer, D. K. F., & Ivaldi, F. (2025). The Intelligence of the Cosmos and the Role of AI in the Fate of Our Universe. Journal of Multiscale Neuroscience. 32
Milyavsky, M., Webber, D., Fernandez, J. R., et al. (2018). To Reappraise or Not to Reappraise? Emotion Regulation Choice and Cognitive Energetics. Emotion. https://doi.org/10.1037/emo0000498 33
Miotti, A., Bilge, T., Kasten, D., & Newport, J. (2025). A Narrow Path: How to secure our future. https://www.narrowpath.co 34
Nichols, N., Nevo, S., & Greaves, M. (2025). Achieving a Secure AI Agent Ecosystem: A Map of Open Opportunities and Actions for Advancement. 35
Sbitnev, V. (2024). The edge of chaos is that where consciousness manifests itself through intermittent dynamics. Academia Biology, 2. https://doi.org/10.20935/AcadBiol6169 36
Sepulveda, A. (2011). Information-theoretic Metamodel of Organizational Evolution (Doctoral dissertation, Walden University). 37
Singer, T. (2025). A neuroscience perspective on the plasticity of the social and relational brain. Annals of the New York Academy of Sciences, 1547, 52–74. https://doi.org/10.1111/nyas.15319 38
Smarandache, F. (2025). Teaching To Measure Doubt With Artificial Intelligence: An Educational Proposal to Analyze the Causes of Violence in Guayaquil from Indeterminacy and Uncertainty. 39
Smarandache, F. (2025). Transparency in Uncertainty: A Neutrosophic Evaluation of Ethical Reasoning in Language Models. 40
Wilson, D. S., & Snower, D. J. (2024). Rethinking the Theoretical Foundation of Economics I: The Multilevel Paradigm. Economics, 18(1). https://doi.org/10.1515/econ-2022-0070 41
Zhong, Q., Frey, S., & Hilbert, M. (2022). Quantifying the Selective, Stochastic, and Complementary Drivers of Institutional Evolution in Online Communities. Entropy, 24, 1185. https://doi.org/10.3390/e24091185 42
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