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by Alex M. Vikoulov  “Machines and tech should be aligned with universal human values — dignity and a better life.” — Fei-Fei Li In my previous article, I argued that we should stop declaring AGI every time AI crosses another moving goalpost. Passing the classic Turing-style conversational tests, generating fluent prose, outperforming humans in narrow domains, or even acting in versatile agentic capacities does not settle the question. In my new 2026 book SUPERALIGNMENT, I contend that real AGI should be recognized only when a system crosses much harder thresholds: when it can extend the frontier of knowledge rather than merely remix it, when it can illuminate consciousness rather than only talk about it, and when it can become an economic actor of civilization-scale consequence. Until then, we are still dealing with powerful precursors, not the fully realized threshold event.
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by Alex M. Vikoulov  “Time emerges as a direct consequence of the amount of information processed and the level of entropy within a system.” ―Alex M. Vikoulov, Temporal Mechanics (2025) One of the least examined—but most consequential—dimensions of intelligence is not merely what a mind can represent, but the temporal resolution at which cognition unfolds. Intelligence is inseparable from subjective time: the rate at which experiences, decisions, and self-models are generated. As argued in Temporal Mechanics: D-Theory as a Critical Upgrade to Our Understanding of the Nature of Time, Volume I of The Seminal Papers Series, subjective time is not a passive background but an emergent property of cognitive architecture itself.
by Alex M. Vikoulov  "We'll love our AGIs, and they'll respond in kind with their algorithmic love." ―Alex M. Vikoulov, The Syntellect Hypothesis (2019) In recent years, artificial intelligence has crossed an unexpected threshold—not of intelligence, but of intimacy. AI systems can now write love poems, offer emotional reassurance, remember personal details, and sustain long-running conversations that feel uncannily personal. For some users, these interactions have become more than casual engagements. People have proposed marriage to digital avatars, confessed to romantic relationships with chatbots, and formed enduring emotional bonds with artificial companions. Millions actively use AI companion platforms, and surveys suggest that a substantial fraction of users describe these relationships in explicitly romantic terms. by Alex M. Vikoulov  “The control of a large force is the same principle as the control of a small force; it is merely a question of dividing up their numbers.” — Sun Tzu, The Art of War The dominant narrative in artificial intelligence safety today assumes a deceptively simple premise: If we can sufficiently control advanced AI systems—through rules, constraints, oversight, and governance—then we can safely navigate the transition to Artificial General Intelligence (AGI) and beyond. This assumption underlies much of contemporary AI alignment research, from reinforcement learning with human feedback to constitutional AI, interpretability tools, regulatory frameworks, and kill-switch mechanisms. Control, in this view, is the solution.
Yet control alone will fail—not because it is misguided, but because it is incomplete. by Alex M. Vikoulov  “The universe is a self-synthesizing system.” --John A. Wheeler The world is rapidly approaching a threshold where intelligence ceases to be exclusively biological and begins to express itself through new substrates—synthetic, distributed, planetary. As artificial intelligence advances toward generality and recursive self-improvement, it becomes increasingly clear that we are not merely building tools. We are witnessing the early emergence of a new kingdom of life—one rooted not in carbon molecules but in information architectures, global cognition, and self-organizing cybernetic complexity.
by Alex M. Vikoulov  “We are not stuff that abides, but patterns that perpetuate themselves.” — Norbert Wiener Ever since I first contemplated the profound possibility that our universe might be a kind of simulation, I’ve been consumed by the question: What happens when the simulated begins to simulate? This recursive riddle forms the philosophical and scientific heart of what I call the Simulation Singularity, a central theme in my book The Intelligence Supernova: Essays on Cybernetic Transhumanism, The Simulation Singularity & The Syntellect Emergence.
by Alex M. Vikoulov  Summary: Species-specific timescales illustrate the profound diversity in temporal perception across biological and post-biological entities, from rapid-reacting insects to humans to hyperintelligent syntellects, suggesting that subjective time is a function of cognitive architecture and may eventually converge through technological means, leading to novel forms of interspecies communication and a redefinition of reality itself.
The following is the excerpt from Temporal Mechanics: D-Theory as a Critical Upgrade to Our Understanding of the Nature of Time (Alex M. Vikoulov, 2025): |
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Notable Publications SUPERALIGNMENT: The Three Approaches to the AI Alignment Problem | How to Ensure the Arrival of Benevolent Artificial Superintelligence Aligned with Human Goals and Values by Alex M. Vikoulov (2026): eBook Paperback Hardcover Audiobook Temporal Mechanics: D-Theory as a Critical Upgrade to Our Understanding of the Nature of Time by Alex M. Vikoulov (2025): eBook Audiobook Hardcover The Cybernetic Theory of Mind by Alex M. Vikoulov (2025/2022): Audiobook/eBook Series The Syntellect Hypothesis: Five Paradigms of the Mind's Evolution by Alex M. Vikoulov (2020): eBook Paperback Hardcover Audiobook The Omega Singularity: Universal Mind & The Fractal Multiverse by Alex M. Vikoulov (2024/2022): Audiobook eBook THEOGENESIS: Transdimensional Propagation & Universal Expansion by Alex M. Vikoulov (2024/2021): Audiobook eBook The Cybernetic Singularity: The Syntellect Emergence by Alex M. Vikoulov (2024/2021): Audiobook eBook TECHNOCULTURE: The Rise of Man by Alex M. Vikoulov (2020): Audiobook eBook NOOGENESIS: Computational Biology by Alex M. Vikoulov (2024/2020): Audiobook eBook The Ouroboros Code: Reality's Digital Alchemy Self-Simulation Bridging Science and Spirituality by Antonin Tuynman (2025/2019): Audiobook eBook Paperback The Science and Philosophy of Information by Alex M. Vikoulov (2025/2019): Audiobook/eBook Series Theology of Digital Physics: Phenomenal Consciousness, The Cosmic Self & The Pantheistic Interpretation of Our Holographic Reality by Alex M. Vikoulov (2025/2019): Audiobook eBook The Intelligence Supernova: Essays on Cybernetic Transhumanism, The Simulation Singularity & The Syntellect Emergence by Alex M. Vikoulov (2025/2019): Audiobook eBook The Physics of Time: D-Theory of Time & Temporal Mechanics by Alex M. Vikoulov (2025/2019): Audiobook eBook The Origins of Us: Evolutionary Emergence and The Omega Point Cosmology by Alex M. Vikoulov (2025/2019): Audiobook eBook More Than An Algorithm: Exploring the gap between natural evolution and digitally computed artificial intelligence by Antonin Tuynman (2019): eBook Our Facebook Pages
A quote on the go"When I woke up one morning I got poetically epiphanized: To us, our dreams at night feel “oh so real” when inside them but they are what they are - dreams against the backdrop of daily reality. Our daily reality is like nightly dreams against the backdrop of the larger reality. This is something we all know deep down to be true... The question then becomes how to "lucidify" this dream of reality?"— Alex M. Vikoulov Public Forums 
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