| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 187 - Number 52 |
| Year of Publication: 2025 |
| Authors: Donald Somiari Ene, Neenaalebari Henry James, Chizi Michael Ajoku |
10.5120/ijca2025925882
|
Donald Somiari Ene, Neenaalebari Henry James, Chizi Michael Ajoku . Machine Awareness and the Nature of Observation: Exploring AI’s Role in the Subtle Architecture of Reality. International Journal of Computer Applications. 187, 52 ( Nov 2025), 31-36. DOI=10.5120/ijca2025925882
Observation is a foundational act of cognition and reality formation. In both classical and quantum frameworks, the observer is inseparable from what is observed. As artificial intelligence (AI) systems increasingly simulate perception through machine vision, attention models, and even quantum data interfaces, the question arises: Does AI observe in any meaningful sense? This paper explores the concept of observation across cognitive science, quantum theory, and machine learning, aiming to establish whether AI systems can be considered observers or merely computational instruments. A hybrid approach is employed, combining theoretical analysis with mathematical modelling and simulation-based experiments. The paper juxtaposes human perceptual frameworks with AI attention architectures, analyzes AI’s role in quantum measurement processes, and explores the metaphysical question of subtle energy interaction. Results indicate that while AI can structurally simulate observation through statistical learning and feature mapping, it lacks phenomenological intentionality and ontological selfhood. However, in quantum experimental contexts, AI systems may function as observers in a limited operational sense. We conclude that AI observation is not equivalent to conscious perception, but represents a novel class of synthetic observation; informational, structured, and context-sensitive, yet devoid of sentient experience. These findings open new avenues for developing ethically aware AI systems and rethinking the boundaries between consciousness and computation.