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The Quantum Dagger: How Quantum Mechanics and Attention Share a Mathematical Core

Yoothana Suansook

Published Sep 24, 2026• 0 citations
Publisher

Abstract

This paper tells the story of a mathematical object — the dagger — and its quiet, persistent presence in two of the most consequential theories of the twentieth and twenty-first centuries. The dagger, or conjugate transpose, is the defining operation of quantum mechanics: it turns a state into a dual, an operator into an observable, and a symmetry into a conserved quantity. In 2017, when Vaswani and colleagues introduced the Transformer [1], they wrote down an equation whose core operation —the scaled dot-product — contained the dagger in disguise, hidden behind the innocent transpose of a real-valued matrix. This paper is a narrative exploration of that coincidence, and an argument that it is not a coincidence at all. We trace the dagger from Born and Jordan’s matrix mechanics in 1926 [11] to the attention mechanism of modern artificial intelligence; we watch it split into real and imaginary parts, we follow its phase as it survives or fails to survive the softmax bottleneck, and we witness its reunion with unitarity and the Born rule [5]. The story is not merely one of analogy. It is a story of structural identity — a single mathematical operation applied to two different substrates, revealing a unity that was there all along, waiting for the field to become complex enough to see it.

DOI
10.20944/preprints202609.2124.v1

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Quantum Mechanics as the Arithmetic of A Single Polynomial

Stephanie Alexander

Dirac called the imaginary unit in the Schrödinger equation the deepest thing in quantum mechanics, and admitted he did not understand it. This note offers a candidate: i is the complex place of a single number — Q, the real root of x⁴ − x − 1 — and the strangeness of quantum mechanics is the strangeness of that one number's arithmetic, seen from the inside. For a century quantum theory has been taught as a list of postulates — complex amplitudes, a Born rule, unitary evolution, a dagger — accepted because they work and never because they are understood. Grant a single identification, that the state space of a quantum system is the complex place of Q's field, and those postulates stop being assumptions. They become theorems. The imaginary unit is the field's complex structure; the dagger is Galois conjugation; observables are real because they are Galois-fixed; unitary evolution is the field's unit circle; and the Born rule — the squared modulus, long the least-explained law in physics — is the field's own norm, made unique by Gleason's theorem. Time reversal and charge conjugation appear as named elements of the Galois group S₄, the Weyl group of su(4). And a proved theorem locates the classical/quantum boundary precisely: in the family xⁿ − x − 1 the root is Pisot — its powers settle, its world definite — only through three dimensions, and at the fourth that settling fails. That, on the reading proposed here, is where the classical world ends and the quantum world begins. The dozen postulates of the physics textbooks are thus compressed to one here, named plainly as a posit, with every claim labeled at its evidential tier and the composition of many systems left as the open edge. It is not a metaphor and not a fit. Quantum Mechanics is the arithmetic of a single number — and, at last, a single thing to be right or wrong about.

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Cambridge University Press eBooks•Jan 31, 2013•53 citations

Quantum Mechanics at the Address: Schrödinger at the Quantum Address + Quantum Mechanics Makes Sense

R. Wade H. Marr, Joseph Adam Thiel

Quantum Mechanics at the Address Schrödinger at the Quantum Address + Quantum Mechanics Makes Sense OVERVIEW This archive presents a formal derivational recapture of quantum mechanics and its intelligibility companion, together showing how several of quantum theory’s canonical paradoxes arise when Address-relative representations are granted constitutive authority beyond the relations they retain. The archive contains two complementary works: Schrödinger at the Quantum Address: A Projected Operational Grammar of Quantum Mechanics — Version 1.2R. Wade H. Marr and Joseph Adam Thiel and Quantum Mechanics Makes Sense: Phase, Coupling, and the Recovery of an Intelligible Universe — Version 1.2R. Wade H. Marr The first carries the formal derivation. The second carries the recognition. Together they preserve the mathematics and experimental phenomena of quantum mechanics while retyping the explanatory offices of Schrödinger evolution, Born probability, wave/particle language, superposition, interference, decoherence, measurement, state update, entanglement, Bell correlation, and the observer. CONSEQUENCES OF THE DERIVATION The formal Projected Operational Grammar establishes several consequential results. Schrödinger evolution retains a richer phase-bearing articulation than the scalar probability readouts later extracted from it. The Schrödinger equation already retains complex evolution, coupled amplitude and phase, continuity, phase-dependent current, and linear phase-bearing composition before Born weighting, subsystem reduction, or conditional measurement readout enters. Born probability is placed as normalized quadratic participation at a Reduced measurement Address rather than promoted into the constitutive substance of physical occurrence. Born is not where phase becomes probability. Born is where phase-bearing participation is read through a Reduced outcome Address. Wave and particle are not two competing ontological species. Address and recursive relation remain upstream of projection. Within projected occurrence, the dependency is asymmetric: recursive relation → projected wave-bearing field articulation → phase-bearing recurrence → stabilized localized closure → “particle.” A particle is therefore not a primitive little object that mysteriously acquires wave properties. Particle is the noun given to a stabilized, localized standing-wave closure of the projected field articulation. A localized detector event is a third and distinct office: field articulation ≠ persistent localized closure ≠ localized measurement event. Accordingly: Localization of the readout does not imply localization of the complete prior articulation. A detector dot establishes a localized measurement occurrence. It does not retroactively derive a primitive localized traveler, trajectory, or independently constituted corpuscle before detection. Partial trace supplies a direct mathematical example of Reduced Address. A local quantum state can be exact for every observable retained at the local Address while remaining non-invertible relative to the fuller joint articulation. Reduced therefore does not mean defective. It means Address-relatively complete while relationally reduced with respect to a finer or joint Address. The conventional post-measurement state update decomposes into distinct mathematical offices. The measurement effect specifies outcome participation. The quantum instrument specifies the represented transformation associated with the measurement coupling. Conditional normalization gives the post-outcome representation at the Address retaining the resolved result. No additional mathematical operation corresponding to a separate ontological “collapse” is introduced by that decomposition. Bell Correlation Is Reconstructed Without an A → B Passage Operation At the explicitly scoped spin-½ singlet Address, the formal paper recovers: P(s,t ∣ 𝐚,𝐛) = ¼(1 − st 𝐚·𝐛) E(𝐚,𝐛) = −𝐚·𝐛 with constant local marginals, |S| = 2√2 at the maximizing CHSH settings, and the Tsirelson ceiling |S| ≤ 2√2. The joint correlation is reconstructed from the joint quantum articulation and differentiated local measurement Addresses without introducing an A → B passage operation. Bell’s theorem remains exactly what it is: it excludes the relevant locally factorizable hidden-variable reconstructions under its stated assumptions. The POG then asks what that mathematical result means when independently complete local objects were never installed as the upstream constitutive grammar in the first place. THE FORMAL DERIVATION Schrödinger at the Quantum Address The formal paper begins upstream of particles, probability, measurement, observer, independent space, independent time, and other familiar quantum primitives. From Availability to Projection (FAP) and the FAP D-Series remain upstream (see Related Works below). Schrödinger’s equation is then placed as the central inherited articulation at the quantum-mechanical Address. The paper does not promote Schrödinger’s equation into a new primitive. Rather, it asks what relational structure the equation already retains before later measurement representations reduce that structure into specialized readouts. From there, the paper integrates: Preserved Phase — coherent relative orientation, complex structure, invariant inner-product preservation, phase-sensitive cross-relation, and positive quadratic participation; Reduced Address — probability as normalized participation where operative distinctions remain unresolved; the Non-Reconstruction Lemma — when an Address projection is non-injective, a distinction collapsed by that projection cannot be uniquely reconstructed from the readout alone; Address-relative completeness — a reduced representation can be exact for everything its Address retains while remaining non-invertible relative to a fuller articulation; partial trace and decoherence — as direct quantum examples of relational structure becoming unavailable through a reduced subsystem Address without thereby becoming absent from the joint articulation; quantization and quantum jumps — separating discrete admissible modal structure from any unearned assumption of discontinuous ontological passage; wave/particle duality — recaptured through stabilized localized standing-wave closure rather than two independently constituted substances; measurement effects, instruments, and conditional states — separated according to their distinct mathematical offices; Bell correlation — reconstructed quantitatively from the scoped spinorial and singlet quantum Address without an A→BA\to B passage operation. The recurrent discipline is simple: A representation has explanatory authority only over the relations retained by its Address. And therefore: Do not explain an unresolved distinction by reifying the representation that does not resolve it. THE INTELLIGIBILITY COMPANION Quantum Mechanics Makes Sense The companion paper carries the same grammar at the resolution of recognition. It begins with the strange story commonly inherited around quantum mechanics: particles that are somehow waves,probability as the deepest substance of existence,measurement causing reality to collapse,observers creating outcomes,distant systems communicating instantaneously,Schrödinger’s cat as an advertisement for absurd reality,and “spooky action at a distance” as though Einstein had been naming a beloved feature of nature rather than objecting to an explanatory picture. The paper then moves upstream before returning to physics. Articulation, Awareness, Address, Occurrence, phase, coupling, recursion, closure, and Reduced Address are introduced through ordinary recognition: music, walking, conversation, misunderstanding, maps, measurement, story, and relationship. The purpose is not to claim that these occurrences share the same physical mechanism as quantum mechanics. The governing instruction is: DO NOT TRANSFER THE MECHANISM. TRACK THE RELATION. Once the grammar becomes recognizable, the reader returns to quantum mechanics with additional resolution. Schrödinger and Born become distinguishable by office. The observer is returned from an imagined position outside occurrence to differentiated participation within it. Entanglement begins from the joint articulation rather than from independently complete objects that somehow acquire relation afterward. The cat, the dice, and “spooky action” regain their historical orientation. Wave/particle duality is recaptured without replacing particle primacy with wave primacy. And the measurement problem decomposes into several distinct operations rather than remaining one undifferentiated mystery called “collapse.” The result is not an invitation to distrust quantum mechanics. It is an invitation to distinguish the mathematics, the measurement, the representation, and the story told about them. Use the map. Respect what it retains. Do not confuse it with the territory. DERIVATIONAL PROVENANCE These papers do not begin independently from quantum mechanics and work backward toward an explanatory philosophy. They are downstream articulations of a larger derivational body. From Availability to Projection supplies the upstream grammar from Availability through Address, recursive closure, projection, dimensional articulation, and projected field structure (see Related Works below). The FAP D-Series — Derivational Decompression reopens individual joints in that grammar at greater resolution, including refinement without continuity, progression without time, direction without spacing, succession without passage, phase through projection, and field-relative orientation (see Related Works below). The mathematical archive Mathematical Structure as Projection of Recursive Closure contains: The Inevitability of Mathematical Structure Projection Under Reduced Address Projection Unde

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Quantum theory is the soul of contemporary physics. It was discovered in an adventurous way, under the urge to solve the puzzles posed by atomic spectra and blackbody radiation. But after its invention, it immediately became clear that it was not just a theory of specific physical systems: it was rather a new language of universal applicability. Already in 1928, the theory had received solid mathematical foundations by Hilbert, von Neumann, and Nordheim, and this work was brought to completion in the monumental work of von Neumann, in the form that we still study nowadays. The theory is extraordinarily successful, and its predictions have been confirmed to an astonishing level of precision in a large spectrum of experiments. However, almost 90 years after von Neumann's book, quantum theory remains mysterious. Its mathematical formulation – based on Hilbert spaces and self-adjoint operators – is far from having an intuitive interpretation. The association of physical systems to Hilbert spaces whose unit vectors represent pure states, the representation of transformations by unitary operators and of observables by self-adjoint operators – all such postulates look artificial and ad hoc . A slightly more operational approach is provided by the C * -algebraic formulation of quantum theory – still, this formulation relies on the assumption that observables form an algebra , where the physical meanings of the multiplication and the sum are far from clear. In short, the postulates of quantum theory impose mathematical structures without providing any simple reason for this choice: the mathematics of Hilbert spaces is adopted as a magic blackbox that “works well” at producing experimental predictions. However, in a satisfactory axiomatization of a physical theory the mathematical structures should emerge as a consequence of postulates that have a direct physical interpretation. By this we mean postulates referring, e.g., to primitive notions like physical system, measurement, or process, rather than notions like, e.g., Hilbert space, C * -algebra, unit vector, or selfadjoint operator. The crucial question thus remains unanswered: why quantum theory? Which are the principles at the basis of the theory? A case that is often invoked in contrast is that of Special Relativity theory, which directly follows from the simple understandable principle of relativity.

Cambridge University Press eBooks•Nov 2, 2016•0 citations
This paper tells the story of a mathematical object — the dagger — and its quiet, persistent presence in two of the most consequential theories of the twentieth and twenty-first centuries. The dagger, or conjugate transpose, is the defining operation of quantum mechanics: it turns a state into a dual, an operator into an observable, and a symmetry into a conserved quantity. In 2017, when Vaswani and colleagues introduced the Transformer [1], they wrote down an equation whose core operation —the scaled dot-product — contained the dagger in disguise, hidden behind the innocent transpose of a real-valued matrix. This paper is a narrative exploration of that coincidence, and an argument that it is not a coincidence at all. We trace the dagger from Born and Jordan’s matrix mechanics in 1926 [11] to the attention mechanism of modern artificial intelligence; we watch it split into real and imaginary parts, we follow its phase as it survives or fails to survive the softmax bottleneck, and we witness its reunion with unitarity and the Born rule [5]. The story is not merely one of analogy. It is a story of structural identity — a single mathematical operation applied to two different substrates, revealing a unity that was there all along, waiting for the field to become complex enough to see it.
Dirac called the imaginary unit in the Schrödinger equation the deepest thing in quantum mechanics, and admitted he did not understand it. This note offers a candidate: i is the complex place of a single number — Q, the real root of x⁴ − x − 1 — and the strangeness of quantum mechanics is the strangeness of that one number's arithmetic, seen from the inside. For a century quantum theory has been taught as a list of postulates — complex amplitudes, a Born rule, unitary evolution, a dagger — accepted because they work and never because they are understood. Grant a single identification, that the state space of a quantum system is the complex place of Q's field, and those postulates stop being assumptions. They become theorems. The imaginary unit is the field's complex structure; the dagger is Galois conjugation; observables are real because they are Galois-fixed; unitary evolution is the field's unit circle; and the Born rule — the squared modulus, long the least-explained law in physics — is the field's own norm, made unique by Gleason's theorem. Time reversal and charge conjugation appear as named elements of the Galois group S₄, the Weyl group of su(4). And a proved theorem locates the classical/quantum boundary precisely: in the family xⁿ − x − 1 the root is Pisot — its powers settle, its world definite — only through three dimensions, and at the fourth that settling fails. That, on the reading proposed here, is where the classical world ends and the quantum world begins. The dozen postulates of the physics textbooks are thus compressed to one here, named plainly as a posit, with every claim labeled at its evidential tier and the composition of many systems left as the open edge. It is not a metaphor and not a fit. Quantum Mechanics is the arithmetic of a single number — and, at last, a single thing to be right or wrong about.
This text explores the profound and beautiful interplay between quantum physics and mathematics. We journey from the crisis of classical physics at the turn of the 20th century to the elegant, abstract mathematical frameworks that define modern quantum mechanics. We will see how physical problems forced the invention of new mathematics and how mathematical structures, in turn, provided the language to describe the quantum realm. Key figures like Planck, Einstein, Heisenberg, Born, von Neumann, Weyl, and Dirac will guide us,revealing a story where physical intuition and mathematical formalism are inextricably linked.
Written for advanced undergraduates, physicists, and historians and philosophers of physics, this book tells the story of the development of our understanding of quantum phenomena through the extraordinary years of the first three decades of the twentieth century. Rather than following the standard axiomatic approach, this book adopts a historical perspective, explaining clearly and authoritatively how pioneers such as Heisenberg, Schrodinger, Pauli and Dirac developed the fundamentals of quantum mechanics and merged them into a coherent theory, and why the mathematical infrastructure of quantum mechanics has to be as complex as it is. The author creates a compelling narrative, providing a remarkable example of how physics and mathematics work in practice. The book encourages an enhanced appreciation of the interaction between mathematics, theory and experiment, helping the reader gain a deeper understanding of the development and content of quantum mechanics than any other text at this level.
Quantum Mechanics at the Address Schrödinger at the Quantum Address + Quantum Mechanics Makes Sense OVERVIEW This archive presents a formal derivational recapture of quantum mechanics and its intelligibility companion, together showing how several of quantum theory’s canonical paradoxes arise when Address-relative representations are granted constitutive authority beyond the relations they retain. The archive contains two complementary works: Schrödinger at the Quantum Address: A Projected Operational Grammar of Quantum Mechanics — Version 1.2R. Wade H. Marr and Joseph Adam Thiel and Quantum Mechanics Makes Sense: Phase, Coupling, and the Recovery of an Intelligible Universe — Version 1.2R. Wade H. Marr The first carries the formal derivation. The second carries the recognition. Together they preserve the mathematics and experimental phenomena of quantum mechanics while retyping the explanatory offices of Schrödinger evolution, Born probability, wave/particle language, superposition, interference, decoherence, measurement, state update, entanglement, Bell correlation, and the observer. CONSEQUENCES OF THE DERIVATION The formal Projected Operational Grammar establishes several consequential results. Schrödinger evolution retains a richer phase-bearing articulation than the scalar probability readouts later extracted from it. The Schrödinger equation already retains complex evolution, coupled amplitude and phase, continuity, phase-dependent current, and linear phase-bearing composition before Born weighting, subsystem reduction, or conditional measurement readout enters. Born probability is placed as normalized quadratic participation at a Reduced measurement Address rather than promoted into the constitutive substance of physical occurrence. Born is not where phase becomes probability. Born is where phase-bearing participation is read through a Reduced outcome Address. Wave and particle are not two competing ontological species. Address and recursive relation remain upstream of projection. Within projected occurrence, the dependency is asymmetric: recursive relation → projected wave-bearing field articulation → phase-bearing recurrence → stabilized localized closure → “particle.” A particle is therefore not a primitive little object that mysteriously acquires wave properties. Particle is the noun given to a stabilized, localized standing-wave closure of the projected field articulation. A localized detector event is a third and distinct office: field articulation ≠ persistent localized closure ≠ localized measurement event. Accordingly: Localization of the readout does not imply localization of the complete prior articulation. A detector dot establishes a localized measurement occurrence. It does not retroactively derive a primitive localized traveler, trajectory, or independently constituted corpuscle before detection. Partial trace supplies a direct mathematical example of Reduced Address. A local quantum state can be exact for every observable retained at the local Address while remaining non-invertible relative to the fuller joint articulation. Reduced therefore does not mean defective. It means Address-relatively complete while relationally reduced with respect to a finer or joint Address. The conventional post-measurement state update decomposes into distinct mathematical offices. The measurement effect specifies outcome participation. The quantum instrument specifies the represented transformation associated with the measurement coupling. Conditional normalization gives the post-outcome representation at the Address retaining the resolved result. No additional mathematical operation corresponding to a separate ontological “collapse” is introduced by that decomposition. Bell Correlation Is Reconstructed Without an A → B Passage Operation At the explicitly scoped spin-½ singlet Address, the formal paper recovers: P(s,t ∣ 𝐚,𝐛) = ¼(1 − st 𝐚·𝐛) E(𝐚,𝐛) = −𝐚·𝐛 with constant local marginals, |S| = 2√2 at the maximizing CHSH settings, and the Tsirelson ceiling |S| ≤ 2√2. The joint correlation is reconstructed from the joint quantum articulation and differentiated local measurement Addresses without introducing an A → B passage operation. Bell’s theorem remains exactly what it is: it excludes the relevant locally factorizable hidden-variable reconstructions under its stated assumptions. The POG then asks what that mathematical result means when independently complete local objects were never installed as the upstream constitutive grammar in the first place. THE FORMAL DERIVATION Schrödinger at the Quantum Address The formal paper begins upstream of particles, probability, measurement, observer, independent space, independent time, and other familiar quantum primitives. From Availability to Projection (FAP) and the FAP D-Series remain upstream (see Related Works below). Schrödinger’s equation is then placed as the central inherited articulation at the quantum-mechanical Address. The paper does not promote Schrödinger’s equation into a new primitive. Rather, it asks what relational structure the equation already retains before later measurement representations reduce that structure into specialized readouts. From there, the paper integrates: Preserved Phase — coherent relative orientation, complex structure, invariant inner-product preservation, phase-sensitive cross-relation, and positive quadratic participation; Reduced Address — probability as normalized participation where operative distinctions remain unresolved; the Non-Reconstruction Lemma — when an Address projection is non-injective, a distinction collapsed by that projection cannot be uniquely reconstructed from the readout alone; Address-relative completeness — a reduced representation can be exact for everything its Address retains while remaining non-invertible relative to a fuller articulation; partial trace and decoherence — as direct quantum examples of relational structure becoming unavailable through a reduced subsystem Address without thereby becoming absent from the joint articulation; quantization and quantum jumps — separating discrete admissible modal structure from any unearned assumption of discontinuous ontological passage; wave/particle duality — recaptured through stabilized localized standing-wave closure rather than two independently constituted substances; measurement effects, instruments, and conditional states — separated according to their distinct mathematical offices; Bell correlation — reconstructed quantitatively from the scoped spinorial and singlet quantum Address without an A→BA\to B passage operation. The recurrent discipline is simple: A representation has explanatory authority only over the relations retained by its Address. And therefore: Do not explain an unresolved distinction by reifying the representation that does not resolve it. THE INTELLIGIBILITY COMPANION Quantum Mechanics Makes Sense The companion paper carries the same grammar at the resolution of recognition. It begins with the strange story commonly inherited around quantum mechanics: particles that are somehow waves,probability as the deepest substance of existence,measurement causing reality to collapse,observers creating outcomes,distant systems communicating instantaneously,Schrödinger’s cat as an advertisement for absurd reality,and “spooky action at a distance” as though Einstein had been naming a beloved feature of nature rather than objecting to an explanatory picture. The paper then moves upstream before returning to physics. Articulation, Awareness, Address, Occurrence, phase, coupling, recursion, closure, and Reduced Address are introduced through ordinary recognition: music, walking, conversation, misunderstanding, maps, measurement, story, and relationship. The purpose is not to claim that these occurrences share the same physical mechanism as quantum mechanics. The governing instruction is: DO NOT TRANSFER THE MECHANISM. TRACK THE RELATION. Once the grammar becomes recognizable, the reader returns to quantum mechanics with additional resolution. Schrödinger and Born become distinguishable by office. The observer is returned from an imagined position outside occurrence to differentiated participation within it. Entanglement begins from the joint articulation rather than from independently complete objects that somehow acquire relation afterward. The cat, the dice, and “spooky action” regain their historical orientation. Wave/particle duality is recaptured without replacing particle primacy with wave primacy. And the measurement problem decomposes into several distinct operations rather than remaining one undifferentiated mystery called “collapse.” The result is not an invitation to distrust quantum mechanics. It is an invitation to distinguish the mathematics, the measurement, the representation, and the story told about them. Use the map. Respect what it retains. Do not confuse it with the territory. DERIVATIONAL PROVENANCE These papers do not begin independently from quantum mechanics and work backward toward an explanatory philosophy. They are downstream articulations of a larger derivational body. From Availability to Projection supplies the upstream grammar from Availability through Address, recursive closure, projection, dimensional articulation, and projected field structure (see Related Works below). The FAP D-Series — Derivational Decompression reopens individual joints in that grammar at greater resolution, including refinement without continuity, progression without time, direction without spacing, succession without passage, phase through projection, and field-relative orientation (see Related Works below). The mathematical archive Mathematical Structure as Projection of Recursive Closure contains: The Inevitability of Mathematical Structure Projection Under Reduced Address Projection Unde
Abstract This is the second of two volumes on the genesis of quantum mechanics in the first quarter of the twentieth century. It covers the period 1923–1927. It traces how the old quantum theory of Bohr and Sommerfeld gave way to the matrix mechanics of Heisenberg and others, and to the wave mechanics of Schrödinger. It then turns to the emergence of statistical transformation theory and the Hilbert space formalism unifying these two forms of the new quantum theory. It uses the metaphor of an arch built on a scaffold to capture these developments. The volume provides detailed analyses of the classic papers of Heisenberg, Born, Jordan, Pauli, Dirac, De Broglie, Einstein, Schrödinger, von Neumann, and others, which helped to lay the foundations of modern quantum mechanics. Drawing on correspondence and later reminiscences of these authors and synthesizing much of the extensive secondary literature on the breakthrough to modern quantum mechanics in the mid-1920s, this volume presents an authoritative new account of the genesis of quantum mechanics.
Quantum theory is the soul of contemporary physics. It was discovered in an adventurous way, under the urge to solve the puzzles posed by atomic spectra and blackbody radiation. But after its invention, it immediately became clear that it was not just a theory of specific physical systems: it was rather a new language of universal applicability. Already in 1928, the theory had received solid mathematical foundations by Hilbert, von Neumann, and Nordheim, and this work was brought to completion in the monumental work of von Neumann, in the form that we still study nowadays. The theory is extraordinarily successful, and its predictions have been confirmed to an astonishing level of precision in a large spectrum of experiments. However, almost 90 years after von Neumann's book, quantum theory remains mysterious. Its mathematical formulation – based on Hilbert spaces and self-adjoint operators – is far from having an intuitive interpretation. The association of physical systems to Hilbert spaces whose unit vectors represent pure states, the representation of transformations by unitary operators and of observables by self-adjoint operators – all such postulates look artificial and ad hoc . A slightly more operational approach is provided by the C * -algebraic formulation of quantum theory – still, this formulation relies on the assumption that observables form an algebra , where the physical meanings of the multiplication and the sum are far from clear. In short, the postulates of quantum theory impose mathematical structures without providing any simple reason for this choice: the mathematics of Hilbert spaces is adopted as a magic blackbox that “works well” at producing experimental predictions. However, in a satisfactory axiomatization of a physical theory the mathematical structures should emerge as a consequence of postulates that have a direct physical interpretation. By this we mean postulates referring, e.g., to primitive notions like physical system, measurement, or process, rather than notions like, e.g., Hilbert space, C * -algebra, unit vector, or selfadjoint operator. The crucial question thus remains unanswered: why quantum theory? Which are the principles at the basis of the theory? A case that is often invoked in contrast is that of Special Relativity theory, which directly follows from the simple understandable principle of relativity.