<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en_US"><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://aldojacopovirno.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://aldojacopovirno.github.io/" rel="alternate" type="text/html" hreflang="en_US" /><updated>2026-05-05T12:14:22+02:00</updated><id>https://aldojacopovirno.github.io/feed.xml</id><title type="html">Aldo Jacopo Virno</title><subtitle>Aldo Jacopo Virno - BSc Student in Statistics and Computer Science. Cloud Computing Trainee at AWS. Research in complex systems, bayesian architectures, and quantitative modeling. President of Parthenope Machine Learning Society.</subtitle><author><name>Aldo Jacopo Virno</name></author><entry><title type="html">“Causality at the Boundary: Quantum Indeterminacy and the Thomistic Proof”</title><link href="https://aldojacopovirno.github.io/essays/2026/01/30/causality-boundary.html" rel="alternate" type="text/html" title="“Causality at the Boundary: Quantum Indeterminacy and the Thomistic Proof”" /><published>2026-01-30T00:00:00+01:00</published><updated>2026-01-30T00:00:00+01:00</updated><id>https://aldojacopovirno.github.io/essays/2026/01/30/causality-boundary</id><content type="html" xml:base="https://aldojacopovirno.github.io/essays/2026/01/30/causality-boundary.html"><![CDATA[<h2 id="i">I.</h2>

<p>In the thirteenth century, within the walls of the University of Paris, Thomas Aquinas constructed what he believed to be a demonstrative proof of God’s existence. The <em>Secunda Via</em> (the argument from efficient causality) proceeds with the rigor of Euclidean geometry: every effect has a cause; an infinite regress of causes is impossible; therefore, there must exist a First Cause, itself uncaused. The syllogism appears impeccable, the conclusion inevitable.</p>

<p>Eight centuries later, we observe quantum fluctuations materializing particles from apparent nothingness, we measure the cosmic microwave background radiation of a universe that emerged 13.8 billion years ago from a singularity of infinite density, and we confront the possibility that causality itself (the bedrock upon which Aquinas built his cathedral) may be a macroscopic illusion, a statistical artifact of decoherence.</p>

<p>The question that emerges is not whether Aquinas was right or wrong, but whether the entire framework of his reasoning survives contact with quantum indeterminacy and cosmological singularities. Does the <em>Secunda Via</em> constitute a timeless logical truth, or does it collapse under the weight of phenomena that admit no efficient cause?</p>

<h2 id="ii">II.</h2>

<p>To proceed with precision, we must establish our formal framework.</p>

<p><strong>Definition 1 (Efficient Cause):</strong> An entity <em>A</em> is an efficient cause of entity <em>B</em> if and only if the existence of <em>B</em> depends logically or physically upon a prior action or existence of <em>A</em>, and this dependency is irreflexive and antisymmetric.</p>

<p><strong>Definition 2 (Causal Chain):</strong> A sequence ⟨C₀, C₁, C₂, …, Cₙ⟩ where each Cᵢ₊₁ is efficiently caused by Cᵢ.</p>

<p><strong>Definition 3 (First Cause):</strong> An entity <em>P</em> such that <em>P</em> causes other entities but is itself uncaused; that is, there exists no <em>X</em> such that <em>X</em> efficiently causes <em>P</em>.</p>

<p>We now establish three axioms that formalize Aquinas’s reasoning:</p>

<p><strong>Axiom A (Principle of Sufficient Causality):</strong> For every contingent entity <em>E</em> that exists, there exists an efficient cause <em>C</em> such that <em>C</em> causes <em>E</em>.</p>

<p><strong>Axiom B (Impossibility of Infinite Regress):</strong> There cannot exist an infinite sequence ⟨…, C₋₂, C₋₁, C₀⟩ of efficient causes extending backward without terminus.</p>

<p><strong>Axiom C (Observability of Causation):</strong> Causal relationships are observable features of reality, not merely epistemological constructs.</p>

<p>From these axioms, Aquinas’s conclusion follows with mathematical necessity:</p>

<p><strong>Theorem 1 (Existence of First Cause):</strong> There exists at least one First Cause <em>P</em>.</p>

<p><em>Proof:</em> Consider any contingent entity <em>E₀</em>. By Axiom A, there exists <em>E₁</em> that causes <em>E₀</em>. Apply Axiom A recursively: for each <em>Eₙ</em>, there exists <em>Eₙ₊₁</em> that causes it. This generates either (1) an infinite backward sequence, or (2) a terminal element <em>P</em> that is uncaused. By Axiom B, option (1) is excluded. Therefore, <em>P</em> exists.</p>

<p>The proof is formally valid. The question becomes: are the axioms true?</p>

<h2 id="iii">III.</h2>

<p>Consider a uranium-238 nucleus. It will undergo alpha decay with a half-life of approximately 4.47 billion years. At any given instant <em>t</em>, the nucleus may decay, or it may not. Quantum mechanics provides a probability amplitude for the decay event but offers no mechanism, no hidden variable, no efficient cause that determines <em>when</em> the decay occurs.</p>

<p><strong>Lemma 1 (Acausality of Quantum Events):</strong> There exist physical events for which no efficient cause, in the Thomistic sense, can be identified even in principle.</p>

<p>The Copenhagen interpretation, despite its philosophical difficulties, remains empirically unrefuted: the wave function evolves deterministically according to the Schrödinger equation, but its collapse upon measurement is fundamentally probabilistic. The event “the detector registers decay at time <em>t</em>” has no efficient cause within the standard framework.</p>

<p>This strikes directly at Axiom A. If quantum events (radioactive decay, spontaneous photon emission, vacuum fluctuations) occur without efficient causes, then the principle of sufficient causality fails at the foundational level of physical reality.</p>

<p><strong>Objection 1:</strong> Perhaps the wave function itself constitutes the cause.</p>

<p><strong>Response:</strong> The wave function describes a superposition of possibilities; it does not select among them. The collapse (or in Everettian terms, the branching) introduces genuine randomness that cannot be reduced to prior deterministic states. A cause that produces indeterminate effects is not an efficient cause in the Thomistic framework.</p>

<p><strong>Objection 2:</strong> Hidden variable theories restore determinism.</p>

<p><strong>Response:</strong> Bell’s theorem and subsequent experimental violations of Bell inequalities demonstrate that any hidden variable theory must be non-local, violating the causal structure of special relativity. The price of restoring Axiom A at the quantum level is the abandonment of locality: a Pyrrhic victory for the Thomistic framework.</p>

<p>We are forced to a provisional conclusion:</p>

<p><strong>Proposition 1:</strong> If quantum mechanics accurately describes reality, then Axiom A is false for a non-trivial class of physical events.</p>

<h2 id="iv">IV.</h2>

<p>The Big Bang presents a different challenge. Extrapolating general relativity backward in time, we encounter a singularity at <em>t</em> = 0: a point where density becomes infinite, spacetime curvature diverges, and the equations themselves collapse.</p>

<p>What caused the Big Bang?</p>

<p><strong>Position 1 (The Singularity is Absolute):</strong> Time itself begins at <em>t</em> = 0. The question “what caused the Big Bang?” is malformed, analogous to asking “what is north of the North Pole?” There is no <em>t</em> &lt; 0 in which a cause could exist.</p>

<p><strong>Position 2 (Quantum Cosmology):</strong> Models such as the Hartle-Hawking no-boundary proposal or Vilenkin’s quantum tunneling suggest the universe emerged from a quantum vacuum state through a process governed by probabilistic laws, not efficient causation.</p>

<p><strong>Position 3 (Cyclic or Eternal Models):</strong> The universe undergoes infinite cycles of expansion and contraction, or exists eternally in a multiverse framework where our Big Bang is merely a local event.</p>

<p>Each position undermines the <em>Secunda Via</em> differently:</p>

<ul>
  <li>
    <p><strong>Position 1</strong> denies the applicability of causation at the boundary condition, rendering Axiom A vacuous at the cosmological origin.</p>
  </li>
  <li>
    <p><strong>Position 2</strong> replaces efficient causality with quantum probability, echoing the failure of Axiom A at the microscopic level.</p>
  </li>
  <li>
    <p><strong>Position 3</strong> resurrects precisely the infinite regress that Axiom B prohibits.</p>
  </li>
</ul>

<p>Consider Position 3 more carefully. Aquinas argued that an infinite regress is impossible because it would leave the chain of causation unexplained: it would push explanation indefinitely backward without resolution. But this argument contains a hidden assumption:</p>

<p><strong>Hidden Assumption:</strong> Explanation requires a terminal element.</p>

<p>Modern mathematics has grown comfortable with infinite structures. The integers extend infinitely in both directions; this does not render them incoherent or unexplained. An eternal universe with infinite past might be metaphysically uncomfortable, but it is not logically contradictory.</p>

<p><strong>Lemma 2 (Coherence of Infinite Causal Chains):</strong> An infinite regress of efficient causes is not logically impossible if each element in the sequence is sufficiently explained by its predecessor, and the sequence as a whole requires no external explanation.</p>

<p>This opens a fissure in Axiom B. The impossibility of infinite regress was asserted, not demonstrated. If we demand that reality conform to our explanatory preferences, we commit a subtle anthropocentrism: we mistake epistemic satisfaction for ontological necessity.</p>

<p><strong>Proposition 2:</strong> Axiom B is not a logical necessity but an epistemological preference, potentially contradicted by cosmological models with infinite temporal extent.</p>

<h2 id="v">V.</h2>

<p>The most profound challenge emerges not from any specific physical theory but from the recognition that causality itself may be scale-dependent and emergent.</p>

<p>At the quantum level, events occur without efficient causes. At the macroscopic level, causality appears robust and universal. This suggests:</p>

<p><strong>Proposition 3:</strong> Causality is not a fundamental feature of reality but an emergent property of decoherence and statistical averaging in high-entropy systems.</p>

<p>Decoherence (the interaction of quantum systems with their environment) suppresses superposition and produces effectively classical behavior. In this framework, the deterministic causality that Aquinas observed is real but derivative. It is a thermodynamic phenomenon, not a metaphysical bedrock.</p>

<p>This inversion is fatal to the <em>Secunda Via</em>. If causality emerges from more fundamental acausal processes, then the argument from efficient causation cannot reach down to the ground floor of reality. The First Cause would itself require explanation in terms of the quantum substrate from which causation crystallizes.</p>

<p><strong>Theorem 2 (Incompleteness of the Causal Argument):</strong> If causality is emergent rather than fundamental, then arguments based on causal regress cannot establish the existence of an uncaused cause, because the framework of causation itself does not apply at the foundational level.</p>

<h2 id="vi">VI.</h2>

<p>We arrive at a position of structured uncertainty.</p>

<p>The <em>Secunda Via</em> remains formally valid within its axiomatic framework, just as Euclidean geometry remains valid within its postulates. But the physical world appears to violate Aquinas’s axioms at both the quantum and cosmological scales.</p>

<p><strong>Conclusion 1:</strong> The argument from efficient causality does not constitute a proof of God’s existence if the axioms upon which it depends are empirically false.</p>

<p>Yet we must avoid the equal and opposite error: claiming that modern physics has <em>disproven</em> the existence of a First Cause. Science operates within methodological naturalism; it investigates natural causes but cannot pronounce on whether a supernatural cause exists beyond the causal chains it studies.</p>

<p><strong>Conclusion 2:</strong> Physics neither confirms nor refutes the <em>Secunda Via</em>; it renders its axioms empirically questionable and philosophically optional.</p>

<p>The uncertainty is irreducible. Between the certainty of medieval scholasticism and the quantum foam of modern cosmology, we inhabit a space of probabilistic inference and epistemic humility.</p>

<p>Aquinas sought a demonstrative proof, a necessity that would compel assent. What we possess instead is a landscape of theories (some more probable than others, none certain). The universe may have a First Cause; it may emerge from quantum nothingness; it may extend infinitely into the past. Each possibility remains open.</p>

<p>The wisdom lies not in clinging to thirteenth-century axioms, but in acknowledging that the foundation of reality eludes our demand for efficient causes. The most honest position is neither theistic certainty nor atheistic certainty, but the recognition that at the edge of spacetime, causality itself dissolves into quantum indeterminacy.</p>

<p>To the reader I leave the choice of which uncertainties to embrace.</p>]]></content><author><name>Aldo Jacopo Virno</name></author><category term="essays" /><category term="philosophy" /><category term="theology" /><category term="quantum-mechanics" /><category term="cosmology" /><category term="causality" /><category term="epistemology" /><category term="metaphysics" /><category term="thomism" /><category term="physics" /><summary type="html"><![CDATA[An examination of Thomas Aquinas's Second Way in light of quantum mechanics and cosmological singularities. Does the medieval proof of God's existence survive contact with quantum indeterminacy and the Big Bang?]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://aldojacopovirno.github.io/assets/images/cover_03.jpg" /><media:content medium="image" url="https://aldojacopovirno.github.io/assets/images/cover_03.jpg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">“On Uncertainty”</title><link href="https://aldojacopovirno.github.io/essays/2025/12/21/on-uncertainty.html" rel="alternate" type="text/html" title="“On Uncertainty”" /><published>2025-12-21T00:00:00+01:00</published><updated>2025-12-21T00:00:00+01:00</updated><id>https://aldojacopovirno.github.io/essays/2025/12/21/on-uncertainty</id><content type="html" xml:base="https://aldojacopovirno.github.io/essays/2025/12/21/on-uncertainty.html"><![CDATA[<h2 id="i">I.</h2>

<p>Listening to an intervention by Professor Alessandro Barbero, the esteemed medieval historian, I found in his narrative a thread that illuminated the central theme of this essay: the conflictual relationship between certainty and uncertainty in our interpretation of history. Barbero recounted the story of Salimbene, a Franciscan friar from Parma whose vicissitudes embody a lesson that remains extraordinarily relevant to our understanding of the fragility of interpretive systems. It is from that account that this text takes its origin.</p>

<p>In December 1250, as Frederick II of Swabia lay dying in a Puglian castle, consumed by dysentery, a Franciscan friar named Salimbene de Adam found himself confronted with the collapse of an entire epistemological universe. For years, Salimbene had believed with almost mathematical fervor in the Joachimite prophecies: the Bible, properly deciphered, contained the complete code of human history. Every event of the Old Testament constituted a variable that, inserted into the interpretive equation, predicted with precision the future of the Church. Frederick II was the announced Antichrist, the “hammer of the earth,” and according to the calculations of the followers of Joachim of Fiore, he was destined to persecute the Church until 1260, the fateful year of the advent of the Third Age, the Age of the Holy Spirit.</p>

<p>The Emperor’s death, banal, premature, ten years short of the predicted deadline, shattered this certainty. Salimbene, with a honesty that still astonishes us today, admitted in his Chronicle that he had been “deceived” (<em>deceptus</em>). The more obstinate confraternity brothers maintained that Frederick was alive and hidden, embodying the myth of the sleeping king. But the pragmatic friar from Parma accepted reality: history had taken a path different from that written in the sacred codices. The model had failed.</p>

<p>Between the entrails of a goat examined by an Etruscan augur and the graph with moving averages of a modern financial analyst stretches a distance of three thousand years, yet the mental structure remains identical: to extract from the past a pattern that permits predicting the future. Salimbene sought in the Bible the function <em>f(t)</em> that would map historical time; the Joachimites believed they had found concordance, the one-to-one correspondence between Old Testament events and the destiny of the Church. When Frederick died in 1250 rather than surviving until 1260, the prediction error was so macroscopic as to invalidate the entire system.</p>

<p>The question that emerges, <em>mutatis mutandis</em>, concerns the actual existence of an informative structure in the past capable of illuminating the future, or whether every attempt, even the mathematically sophisticated, is destined to be refuted by the dysentery of the day.</p>

<h2 id="ii">II.</h2>

<p>Before proceeding, it is necessary to establish common ground. Let us call a system any collection of interconnected elements that evolves over time. Let us call a model a simplified representation of such a system, constructed to understand it and, if possible, to predict its future states. Let us call inference the logical process by which, from the observation of past states of the system, we attempt to deduce information about states not yet observed.</p>

<p>A system is defined as deterministic if, given its state at time t₀ and the laws governing it, its state at any time t &gt; t₀ is uniquely determined. It is defined as stochastic if it admits an intrinsic component of unpredictability, a variability that cannot be reduced to mere ignorance of initial conditions.</p>

<p>To develop the reasoning, it is necessary to accept three fundamental premises:</p>

<p><strong>Axiom I:</strong> The past exists and leaves observable traces. History is not illusion: the previous states of a system have actually occurred and have produced measurable consequences. Frederick II truly died in 1250; the fact is as certain as any historical fact can be.</p>

<p><strong>Axiom II:</strong> High-entropy systems maintain memory of their past. With the exception of pure Markovian systems, where the future depends solely on the present state, and quantum phenomena, most of the complex systems in which we live (economies, societies, ecosystems) bear in their current state the imprint of what they have been. Path-dependency is real.</p>

<p><strong>Axiom III:</strong> Variability contains information. The stochastic component of a system does not constitute noise to be eliminated, but rather a signal to be interpreted. It is precisely in the epsilon, in the deviation from the deterministic model, that the most precious information about future uncertainty resides.</p>

<h2 id="iii">III.</h2>

<p>From these axioms flows a series of logical consequences.</p>

<p>If we accept Axiom I and Axiom II, it follows that looking at the past is not a meaningless operation. The current state of a system is, at least partially, a function of its history. This justifies modeling: we can construct representations of the present founded on the observation of the past. Salimbene’s error did not consist in looking at history, but in believing that history followed a rigid script, a deterministic and immutable pattern. The fallacy resides in rigid interpretation, not in the act of observation itself.</p>

<p>However, and here Axiom III becomes crucial, the systems in which we live are not deterministic. Accepting this truth does not represent intellectual surrender, but epistemological rigor. The stochastic component does not constitute a “misalignment” to be corrected, but the very signature of reality. When a statistical model includes an error term ε, it is not admitting a failure: it is recognizing that uncertainty is constitutive of the system.</p>

<p>The moderation of uncertainty, not its elimination, represents the central problem of inference. A model that claims to reduce ε to zero is lying, exactly as the Joachimite prophecies lied when they promised a perfect concordance between Scripture and history. The power of modern statistics resides precisely in its opposite: in quantifying uncertainty, in measuring variance, in extracting from variability itself the information necessary to formulate probabilistic predictions.</p>

<p><em>A fortiori</em>, it follows that the problem of prediction is not a matter of content but of method. What matters is not so much what we observe in the past, but how we interpret it. Salimbene observed real biblical events (the destruction of Babylon, the exile, persecutions); his error consisted in applying a deterministic model to a stochastic system. The modern analyst observes real data (prices, returns, correlations); his potential error is identical: believing that the lines drawn on a graph are natural laws rather than probabilistic patterns subject to regime shifts.</p>

<p>The holistic vision here proposed accepts the paradox: yes, the past informs the future; no, it does not determine it. The best model is not one that eliminates uncertainty, but one that includes it explicitly, that assigns confidence intervals, that admits its own fallibility. <em>Ceteris paribus</em>, a system may follow a trend; but <em>ceteris</em> is rarely <em>paribus</em>.</p>

<p>When dysentery ended the life of Frederick II ten years before the predicted time, Salimbene did not abandon either faith or reason. He abandoned the certainty of the deterministic code. He accepted, with sorrow but with honesty, that history contained an irreducible epsilon.</p>

<h2 id="iv">IV.</h2>

<p>Eight hundred years later, the lesson remains intact. Predicting the future is possible, but only in probabilistic terms. Looking at the past is necessary, but only if we accept that variability does not constitute a flaw in the model: it is the model itself. The most precious information does not reside in the mean, but in the dispersion around the mean. The most reliable oracle is not one that promises certainty, but one that quantifies uncertainty.</p>

<p>Whoever accepts these initial axioms (the traceability of the past, the memory of complex systems, the information contained in variability) cannot but share the final conclusion: the prediction of the future is a legitimate art, but whoever promises determinism lies as much as the Joachimite prophets. Wisdom does not lie in rejecting models, but in embracing them with epistemological humility, recognizing that between the code and the dysentery, history always chooses to surprise us.</p>

<p>To the reader I leave the calculation of the consequences.</p>]]></content><author><name>Aldo Jacopo Virno</name></author><category term="essays" /><category term="philosophy" /><category term="statistics" /><category term="prediction" /><category term="uncertainty" /><category term="epistemology" /><category term="modeling" /><category term="stochastic-systems" /><summary type="html"><![CDATA[When reality contradicts the model: lessons from a 13th-century friar on the nature of prediction and the embrace of epistemic humility.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://aldojacopovirno.github.io/assets/images/cover_02.jpg" /><media:content medium="image" url="https://aldojacopovirno.github.io/assets/images/cover_02.jpg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">“Rationality in Chaos”</title><link href="https://aldojacopovirno.github.io/essays/2025/12/19/rationality-in-chaos.html" rel="alternate" type="text/html" title="“Rationality in Chaos”" /><published>2025-12-19T00:00:00+01:00</published><updated>2025-12-19T00:00:00+01:00</updated><id>https://aldojacopovirno.github.io/essays/2025/12/19/rationality-in-chaos</id><content type="html" xml:base="https://aldojacopovirno.github.io/essays/2025/12/19/rationality-in-chaos.html"><![CDATA[<p>A space where reasoning unfolds, guided by logic and critical thinking.</p>

<p>Topics vary. Method is fixed: empirical, allergic to shortcuts, calculated rather than declared.</p>]]></content><author><name>Aldo Jacopo Virno</name></author><category term="essays" /><category term="philosophy" /><category term="rationality" /><category term="critical-thinking" /><category term="logic" /><category term="empiricism" /><summary type="html"><![CDATA[A space for thinking guided by logic and critical analysis.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://aldojacopovirno.github.io/assets/images/cover_01.jpg" /><media:content medium="image" url="https://aldojacopovirno.github.io/assets/images/cover_01.jpg" xmlns:media="http://search.yahoo.com/mrss/" /></entry></feed>