Mykola Iabluchanskyi

  In this discussion, " optimality " carries none of the usual philosophical baggage. It does not invoke a hidden cosmic purpose, an ethical ideal, or a poetic metaphor for perfection. It names something more austere and more interesting: a recurring structural pattern observable across radically different classes of systems. Wherever many possible states exist alongside strict constraints, reality does not populate that space chaotically. Instead, it maintains only certain configurations — those that prove relatively stable, reproducible, and economical under given conditions. The Principle of Optimality appears not as an external command imposed on matter, but as the inner logic of matter's self-organization. Three Stages of Realization This principle manifests across three stages, tracing a path from fundamental physics to conscious control. At the physical level, optimality is the very form in which natural laws are written, with system trajectories determined by the...

The world as we knew it has exhausted the limits of its controllability. We find ourselves at the point of the " Great Assembly "—a moment of phase transition where biological evolution, planetary ecology, and artificial intelligence merge into a single Hypersystem of Natural Intelligence. This book is not merely another description of technology. It offers an architectural blueprint for our shared future—a model in which Mind is viewed as a fundamental element of the Universe's stability. Natural Intelligence and the Symphony of Intelligences In our previous works, we proposed the concept of Natural Intelligence. We regard it not as a "competitor" to biological intelligence, but as its next, higher iteration: a state in which the biological experience accumulated over billions of years of evolution and the computational power of modern algorithms form a unified Symphony of Intelligences—a cohesive continuum spanning from cellular cycles to future planetary hyp...

In any medical encounter, two dynamics are always present: an asymmetry of power , and the constant risk of what that asymmetry can become. We rarely speak plainly about this. But if we want to understand why so many clinical relationships go wrong — not dramatically, not with malice, but quietly and structurally — we need to look honestly at the positions people slide into under pressure. The words "victim" and "predator" carry heavy moral weight. Used carelessly, they assign permanent identities: the evil doctor, the helpless patient, the corrupt institution. That is not what these words mean here. A predatory position is one in which a person uses power, knowledge, or institutional backing in ways that disregard someone else's dignity. A victim position is one centered on helplessness — on being acted upon, on having no agency, on being owed rather than responsible. Both are positions people move through. Neither is a fixed character trait. How the Slide H...

Consciousness always seeks support in the body. In every movement and every pain impulse it finds confirmation of its own existence. But what happens when this support becomes uncertain—or disappears altogether? This question is not merely philosophical. It emerges from the clinic, from hospital beds where the ordinary contract between mind and body has been broken. And it is precisely there—in the most extreme human conditions—that natural intelligence reveals its most astonishing quality: it does not surrender subjectivity. It reorganizes around it. If the human being is a functional transition between biological evolution and post-biological forms of intelligence, then the clinical cases explored here are not simply medical curiosities. They are windows into the plasticity of natural intelligence itself—its capacity to preserve an inner world even when the outer world of the body has radically changed. Locked-In Syndrome: Consciousness Without Response Locked-in syndrome is one o...

At first, Elian thought he had simply built himself better tools. As a cardiologist in a large city hospital, a divorced father who saw his daughter too rarely, and a man with an aging body he knew too well from the inside, he allowed different systems to help where he felt weakest. One watched his heart, one guarded his patients and papers, one tried to keep his life from breaking into disconnected fragments. All three learned from him. All three spoke in his own voice. Elian woke up to his own schedule. Before he managed to open his eyes, the bracelet on his wrist gave a short vibration — “–11 minutes from optimal wake‑up time” — and the wall display lit up with three unread recommendations. The room was half‑dark: the curtains would not open until he confirmed his daily mode. “Good morning, Elian,” the first voice came on as soon as he sat up. “According to the baseline plan, you have a run today. Heart rate is within normal range, no nocturnal arrhythmias detected, weather conditio...

Within the framework of Recursive Substrate Intelligence , intelligence is the universe's capacity for matter to organize itself into self-reflecting systems. Both biological and artificial minds instantiate this principle—yet one has crossed the threshold into consciousness , and the other has not. The reason is architectural, not computational.  The Closed Loop of Biological Awareness Biological consciousness did not emerge from raw information processing. It emerged from a closed recursive loop in which metabolism , sensory feedback, and adaptive regulation became permanently interlocked. An organism does not simply receive signals from its environment—it continuously models its own bodily state, evaluates whether that state supports survival, and adjusts accordingly. This loop is never idle. Even in sleep, the body monitors its own rhythms, temperatures, and chemical gradients. Awareness is therefore not an output of this system; it is the system's experience of its own on...

  Science rarely arrives as a single revelation. More often, it accumulates — in clinical observations that don't fit the textbook, in questions that outlast careers, and in the partnerships that make sustained thinking possible. The theory I want to describe here is the product of all three. Vladimir Shlyakhover was once my student. He has long since become my colleague in science and my friend in life. We are both from Ukraine — he now lives in Israel, I in the United States. Between us we carry decades of clinical and research experience with the heart under stress. And together we have arrived at something we no longer call a hypothesis. We call it a theory — because the evidence, in our view, demands that elevation. The Two Diagnoses That Should Not Be Separate Cardiology has long maintained a clean boundary between two cardiac conditions. Acute myocardial infarction (AMI)  — the classic heart attack — is understood as the consequence of a blocked coronary artery: oxygen ...