Tuesday, 24 February 2026

Visualising a Difference of Two Cubes

For some time I've thought about a visual representation of a positive integer that is the difference of two cubes. For example, the number 973 can be represented thus:$$ \begin{align} 973 &= 1000 - 27 \\ &=10^3-3^3 \end{align} $$Given the limitations of Nano Bananas, I thought that a rought sketch of how I wanted to represent the number would help. This is shown in Figure 1.


Figure 1

I uploaded this sketch to Gemini along with the following prompt:

Use the uploaded image to create a realistic depiction of the cube shown following the heavy lines that drift the edges. The large cube has a smaller cube removed from it. The cube sits on a flat surface and is golden coloured with soft lighting highlighting the missing section of the cube. Maintain two point perspective and incorporate the numerals shown.
Figure 2 shows the result:


Figure 2
I asked Gemini:

Given today's gold price what would a cube of 100% pure gold with side of 10 millimetres be worth in US dollars. Also price a cube of gold with side of 3 millimetres.
The response:

To calculate the value of both cubes, we need today's gold price and the physical density of pure gold.

As of February 24, 2026, the spot price for 24k (100% pure) gold is approximately 166.69 USD per gram. The density of pure gold is 19.32 grams per cubic centimeter (g/cm³).

1. The 10 mm Cube

Volume: 10 mm × 10 mm × 10 mm = 1,000 mm³, which is exactly 1 cm³.

Mass: 1 cm³ × 19.32 g/cm³ = 19.32 grams.

Value: 19.32 grams × 166.69 USD/gram = 3,220.45 USD.

2. The 3 mm Cube

Volume: 3 mm × 3 mm × 3 mm = 27 mm³, which is 0.027 cm³.

Mass: 0.027 cm³ × 19.32 g/cm³ = 0.52164 grams.

Value: 0.52164 grams × 166.69 USD/gram = 86.95 USD.

Connecting this back to the golden object depicted in your image—a 10 mm cube with a 3 mm cubed corner removed—its total gold value today would be 3,220.45 USD minus 86.95 USD, which equals 3,133.50 USD.

There are 824 numbers up to 40000 that are the difference of two cubes (some in more ways than one) but only those from 28000 to 40000 are listed below (permalink will generate the full list):

28063, 28415, 28460, 28519, 28568, 28656, 28672, 28701, 28737, 28791, 28828, 28854, 29051, 29062, 29078, 29080, 29107, 29279, 29393, 29402, 29448, 29528, 29575, 29617, 29666, 29701, 29727, 29735, 29763, 29764, 29783, 29790, 30016, 30024, 30043, 30105, 30248, 30301, 30312, 30483, 30571, 30708, 30807, 30907, 30970, 31024, 31031, 31040, 31085, 31106, 31213, 31228, 31232, 31304, 31437, 31519, 31768, 31806, 31841, 31869, 31976, 32039, 32137, 32227, 32256, 32319, 32425, 32445, 32464, 32465, 32552, 32562, 32643, 32704, 32741, 32760, 32761, 32767, 32832, 32851, 32858, 32920, 32949, 32984, 33077, 33193, 33336, 33391, 33472, 33614, 33724, 33740, 33752, 33875, 34027, 34047, 34209, 34391, 34489, 34531, 34606, 34658, 34669, 34784, 34875, 34902, 34930, 34937, 35008, 35028, 35163, 35189, 35208, 35315, 35317, 35425, 35576, 35594, 35721, 35812, 35873, 35910, 35929, 35936, 35971, 36008, 36016, 36153, 36253, 36297, 36316, 36504, 36506, 36560, 36631, 36632, 36785, 36829, 37000, 37043, 37107, 37296, 37297, 37367, 37395, 37448, 37449, 37576, 37648, 37962, 37969, 37973, 38017, 38142, 38151, 38285, 38304, 38402, 38486, 38528, 38575, 38619, 38647, 38656, 38779, 38792, 38961, 39004, 39088, 39130, 39179, 39240, 39247, 39277, 39296, 39303, 39331, 39368, 39500, 39611, 39636, 39797, 39807, 39815, 39816, 39823

Notice how there is clustering about cubic numbers. For example, \(31^3=32768\) and so the following are members of the sequence:

  • \(31^3-1^3=32767\)
  • \(31^3-2^3=32760\)
  • \(31^3-3^3=32741\)
  • \(31^3-4^3=32704\)
However, looking back at the range of numbers above, notice how 32761 slips in (to form a consecutive pair with 32760) and this is because:$$32761=105^3-104^3$$This number is also mentioned below. These numbers that are differences of two cubes form OEIS A181123. The OEIS comments are interesting:

Because \(x^3-y^3 = (x-y)(x^2+xy+y^2)\), the difference of two cubes is a prime number only if \(x=y+1\), in which case all the primes are cuban, see A002407.

The difference can be a square (see A038597), but Fermat's Last Theorem prevents the difference from ever being a cube.

The numbers that are square and the difference of two cubes are 169, 784, 2401, 10816, 21609, 32761 and 35721 with squares as shown:$$ \begin{align} 169 &=13^2 =8^3-7^3\\ 784 &= 28^2 =10^3-6^3\\ 2401 &=49^2=14^3-7^3 \\ 10816 &=104^2=32^3-28^3 \\ 21609 &= 147^2=28^3-7^3 \\32761 &=181^2 =105^3-104^3 \\35761 &= 189^2=33^3-6^3 \end{align}$$There are 44 cuban primes in the range and they are:

7, 19, 37, 61, 127, 271, 331, 397, 547, 631, 919, 1657, 1801, 1951, 2269, 2437, 2791, 3169, 3571, 4219, 4447, 5167, 5419, 6211, 7057, 7351, 8269, 9241, 10267, 11719, 12097, 13267, 13669, 16651, 19441, 19927, 22447, 23497, 24571, 25117, 26227, 27361, 33391, 35317

With all these cuban primes, the difference between the bases of the primes must be 1 e.g. \(7=2^3-1^3\).

In conclusion, the main point of this post was to show one way in which a difference of two cubes can be represented physically. While Mathematics is highly abstract, it's still possible on occasion to make it more concrete.

The Langlands Program

I watched an interesting video on YouTube about the Langlands Program and decided to ask Gemini to create a report on the topic using the following prompt:

Can you create a report on the Langlands Program, initiated by the eponymous mathematician, and describe its founder, significant contributors to its development (especially Ngo Bao Chau) and its current status.

Here is what Gemini came up with (let's be clear - this is totally over my head but I can appreciate the overall scheme as outlined in the video linked to earlier):

The Langlands Program: A Comprehensive Analysis of Mathematics' Grand Unified Theory

Introduction to the Langlands Architecture

The structural evolution of modern mathematics is frequently characterized by a dual mandate: the rigorous reconstruction of fundamental principles and the expansive development of novel theoretical frameworks. Within this continuous progression, no single initiative has reshaped the mathematical landscape as profoundly as the Langlands Program. Conceived in the late 1960s, the program constitutes a vast, interconnected web of conjectures that posits deep, intrinsic, and highly structured relationships between two historically isolated mathematical disciplines: algebraic number theory and harmonic analysis.

Number theory, the discipline concerned with the properties of integers, prime numbers, and the symmetries of solutions to polynomial equations via Galois groups, operated for centuries with methodologies fundamentally distinct from harmonic analysis, which focuses on periodic phenomena, continuous symmetries, and the representation theory of Lie groups. The Langlands Program provided the theoretical scaffolding to bridge these domains, suggesting that the fundamental building blocks of these disciplines could be translated across boundaries. It proposed that disparate regions of the mathematical universe are secretly governed by the same underlying "operating system".

This monumental insight provided a generation of mathematicians with an almost inexhaustible expanse of deep, approachable problems. As of early 2026, the Langlands Program has evolved from a speculative set of handwritten conjectures into the central organizing pillar of contemporary mathematics. It has catalyzed the resolution of centuries-old enigmas, such as Fermat's Last Theorem, and has continuously expanded its purview to encompass derived algebraic geometry, quantum field theory, and categorical logic. This report delivers an exhaustive, peer-level analysis of the Langlands Program, detailing its historical genesis, its foundational conceptual architecture, the monumental contributions of pivotal mathematicians—with a specialized focus on Ngô Bảo Châu's resolution of the Fundamental Lemma—and an extensive survey of the program's current state of the art across the geometric, relative, and $p$-adic frontiers.

Historical Antecedents and the Pre-Langlands Landscape

To comprehend the magnitude of the Langlands Program, one must first examine the intellectual environment from which it emerged. The pursuit of identifying deep connections between disparate mathematical objects is a hallmark of the discipline's most profound eras.

The Legacy of Reciprocity and Class Field Theory

The conceptual starting point of the Langlands Program is rooted in the mathematical pursuit of reciprocity laws. In number theory, a reciprocity law expresses a subtle arithmetic property of a prime number in terms of congruence conditions. The foundational example is Fermat's observation in 1640, later proven by Euler, that an odd prime number $p$ can be expressed as the sum of two squares if and only if the prime yields a remainder of $1$ when divided by $4$:

$$ \begin{aligned} p &\equiv 1 \pmod 4 \\ 5 &= 1^2 + 2^2 \end{aligned} $$

This foundational reciprocity establishes an equivalence between an arithmetic property (factorization into squares) and a congruence condition.

Over the subsequent centuries, this concept was vastly generalized. Emil Artin's reciprocity law, formulated in the 1920s, extended quadratic reciprocity to abelian (commutative) Galois extensions, marking the culmination of abelian class field theory. Global class field theory established a profound bijection between the characters of finite order of the Galois group of a global field and the characters of the idèle class group. However, class field theory was strictly limited to abelian extensions. The search for a non-abelian generalization of this reciprocity law became the paramount objective of mid-20th-century number theory.

The Intellectual Crucible of the Institute for Advanced Study

Concurrently, the mid-20th century witnessed an explosion of progress in harmonic analysis, topology, and algebraic geometry, heavily centered at the Institute for Advanced Study (IAS) in Princeton. Visionary figures such as Hermann Weyl championed the overall unity of mathematics. Weyl's extensive work spanned topology, differential geometry, Lie groups, harmonic analysis, and analytic number theory, setting a precedent that mathematical disciplines could and should interpenetrate.

This era also saw parallel foundational expansions by mathematicians worldwide. In algebraic geometry, Alexander Grothendieck radically expanded the scope of the field, introducing schemes and topoi that would eventually provide the geometric machinery required to tackle the Langlands conjectures. Meanwhile, Andrey Kolmogorov's foundational work in topology, logic, and stochastic processes further expanded the analytical toolkit available to theoreticians. At the IAS, the specific study of automorphic forms and the infinite-dimensional representation theory of semisimple Lie groups was pioneered by Harish-Chandra, Atle Selberg, Goro Shimura, and André Weil. It was within this highly charged, cross-disciplinary intellectual environment that Robert Langlands began his work.

The Visionary Founder: Robert Phelan Langlands

Robert Phelan Langlands was born on October 6, 1936, in New Westminster, a municipality in Greater Vancouver, British Columbia, Canada. In his early childhood, Langlands' family relocated to a small tourist town near the United States border, where his parents operated a shop selling building supply materials.

Early Education and Academic Acceleration

Langlands' entry into the highest echelons of mathematics was not predetermined. During his youth, he worked in his father's store and harbored no intentions of pursuing university education. His trajectory was permanently altered by a high school teacher who, recognizing his extraordinary aptitude, publicly admonished him in front of his classmates, declaring that failing to attend university would be a "betrayal of his God-given talents".

Taking this admonition to heart, Langlands enrolled at the University of British Columbia at the age of 16. He rapidly accelerated through the academic curriculum, completing his bachelor's degree in 1957 and a master's degree in 1958. He subsequently moved to Yale University for his doctoral studies, where he achieved the astonishing feat of writing his Ph.D. thesis, Semi-groups and representations of Lie groups, during his first year of study, officially receiving his doctorate in 1960.

Following his doctoral work, Langlands accepted an appointment as an instructor and later an associate professor at Princeton University (1960–1967). During this period, he was heavily influenced by the work of Harish-Chandra on automorphic forms, and was simultaneously nudged into the study of class field theory by his colleague Salomon Bochner. After a year spent in Turkey at the Middle East Technical University (where he acquired fluency in Turkish, complementing his linguistic abilities in German and Russian) and a Miller Research Fellowship at UC Berkeley, Langlands was appointed Hermann Weyl Professor at the Institute for Advanced Study in 1972.

The 1967 Epiphany and the Letter to André Weil

The formal initiation of the Langlands Program can be traced to a specific sequence of computations and a subsequent historical document. During the Christmas break of 1966, Langlands performed calculations concerning $L$-functions—complex analytical functions that encode the properties of prime numbers and automorphic forms. The calculations revealed deep, unexpected patterns and an unexpected appearance of symmetry in the limit, specifically the translation symmetry reminiscent of simple automorphic functions like the sine function, but operating at a vastly higher level of abstraction.

In January 1967, the 30-year-old Langlands drafted a 17-page handwritten letter to the eminent French mathematician André Weil, who was 60 at the time and a dominant figure in the mathematical community. Characterized by profound modesty, Langlands prefaced his radical mathematical insights by writing, "If you are willing to read it as pure speculation I would appreciate that; if not – I am sure you have a waste basket handy".

The letter contained the blueprints for a completely new way of thinking about mathematics. Langlands introduced concepts that were previously entirely unknown to the mathematical community, most notably the $L$-group. As noted by commentators reflecting on the document, the $L$-group made its first appearance in this letter "like Gargantua, surprisingly mature," positing explicit, concrete reciprocity laws that stunned specialists.

Weil did not discard the letter. Recognizing its historic gravity, Weil had the handwritten document typed to ensure easier reading. This typed version circulated widely among specialists throughout the late 1960s and 1970s, establishing what quickly became known as the "Langlands conjectures". The core claim of the letter was audacious: that the foundational symmetries of algebraic number theory (Galois groups) were perfectly mirrored in the continuous symmetries of harmonic analysis (automorphic forms).

Architectural Foundations of the Langlands Program

To grasp the mechanics of the Langlands Program, it is necessary to examine the deeply technical conceptual pillars that Langlands erected to facilitate this trans-disciplinary translation.

The Langlands Dual Group ($L$-Group)

The central structural entity of the Langlands Program is the $L$-group, commonly denoted as ${}^L G$. Langlands realized that mapping arithmetic data directly to analytic data across different algebraic groups was impossible without a mediating framework. For a connected reductive algebraic group $G$ defined over a field $F$, the construction of the $L$-group provides this framework.

For a quasi-split group (an algebraic group that contains a Borel subgroup over the field $F$), the $L$-group is defined as the semidirect product of its complex dual group $\hat{G}$ and the absolute Galois group $\Gamma_F$ of the field $F$. Mathematically, this is expressed as:

$$ \begin{aligned} {}^L G &= \hat{G} \rtimes \Gamma_F \end{aligned} $$

The complex dual group $\hat{G}$ is obtained by interchanging the root and coroot lattices of the original group $G$. For instance, the dual of the general linear group $GL(n)$ is simply $GL(n, \mathbb{C})$, making it structurally transparent. However, for other groups, the dual shifts: the dual of the symplectic group $Sp(2n)$ is the special orthogonal group $SO(2n+1, \mathbb{C})$, and vice versa.

The utility of the $L$-group lies in its capacity to facilitate "L-homomorphisms." An L-homomorphism is a continuous mathematical map $\rho: {}^L G' \to {}^L G$ between the $L$-groups of two different reductive groups $G'$ and $G$. These L-homomorphisms serve as the syntactic rules for the Langlands translation dictionary, allowing mathematicians to project data from one algebraic universe into another.

The Principle of Functoriality

Functoriality is widely considered the beating heart of the Langlands Program. It is a generalized mechanism for linking ideas in number theory to those in automorphic forms. Langlands generalized the concept beyond the general linear group $GL(n)$, demonstrating that connected reductive groups could be utilized.

At its core, the Principle of Functoriality asserts that a suitable L-homomorphism $\rho: {}^L G' \to {}^L G$ induces a corresponding transfer of automorphic representations from the group $G'$ to the group $G$. Automorphic representations are highly complex analytic objects that generalize modular forms. They are fundamentally parameterized by families of "conjugacy classes," denoted $c = \{c_p : p \notin S\}$, which consist of local data associated with almost all prime numbers $p$ outside a finite set of ramified primes $S$. Langlands characterized these families of conjugacy classes as "gateways to higher arithmetic".

Functoriality predicts that if an L-homomorphism $\rho$ exists, then for every automorphic representation $\pi'$ of the group $G'$, there must exist a corresponding automorphic representation $\pi$ of the group $G$ such that their conjugacy classes align flawlessly under the map:

$$ \begin{aligned} c(\pi) &= \rho(c(\pi')) \end{aligned} $$

The theoretical implications of Functoriality are staggering. If universally proven, it would dramatically unify a multitude of mathematical results. It automatically implies the analytic continuation and functional equations for all automorphic $L$-functions (proving they are Godement-Jacquet $L$-functions), encompasses the modularity of elliptic curves, and lends definitive weight to outstanding problems such as the generalized Ramanujan-Petersson conjecture (which asserts that certain representations are "tempered," governing the bounds of their coefficients) and the Sato-Tate conjecture.

The Principle of Reciprocity

If Functoriality establishes the horizontal transfer of data between different algebraic groups within the analytic domain, Reciprocity establishes the vertical bridge between the entirely different domains of arithmetic geometry and harmonic analysis.

Reciprocity conjectures a precise bijection between continuous $n$-dimensional representations of the absolute Galois group $\Gamma_F$ (the geometric/arithmetic data) and specific cuspidal automorphic representations of the group $GL(n)$ over the adèle ring of the field (the analytic/spectral data).

This relationship dictates that the $L$-functions generated by the Galois representations (known as Artin $L$-functions or Hasse-Weil zeta functions) precisely match the $L$-functions generated by the automorphic forms, term by term, and prime by prime. This represents the ultimate non-abelian generalization of class field theory, providing the analytic terms necessary to completely classify complex Galois extensions.

Domain Arithmetic / Algebraic Geometry Harmonic Analysis / Representation Theory
Primary Structural Objects Absolute Galois Groups ($\Gamma_F$) Reductive Algebraic Groups ($G(F)$)
Representations $n$-dimensional Galois Representations Automorphic Representations of $GL(n)$
Local Parameterization Frobenius elements at primes $p$ Hecke eigenvalues / Conjugacy classes
Global Invariants Artin and Hasse-Weil $L$-functions Automorphic (Godement-Jacquet) $L$-functions
Overarching Goal Classify geometric Galois extensions Decompose the spectral space $L^2(G(F)\backslash G(\mathbb{A}))$

The Analytical Engine: The Arthur-Selberg Trace Formula and Endoscopy

To prove instances of Functoriality and Reciprocity, mathematicians rely on a highly intricate piece of analytical machinery known as the trace formula.

James Arthur and the Stabilization of the Trace Formula

The trace formula was originally introduced by Atle Selberg to study the asymptotic properties of the spectrum of automorphic forms for the specific group $SL(2)$. However, to apply this tool to the Langlands Program, it required massive generalization to arbitrary reductive groups. This monumental task was undertaken by the Canadian mathematician James Arthur, whose work over several decades culminated in the Arthur-Selberg Trace Formula.

The trace formula is fundamentally an identity that computes the trace of a specific operator acting on a space of automorphic forms in two distinct ways. It sets a "geometric side" equal to a "spectral side".

  • The Geometric Side: This side evaluates the trace via stable conjugacy classes, expressing it as a sum of stable orbital integrals evaluated over strongly $G$-regular elements (elements whose centralizers in the group are tori).
  • The Spectral Side: This side evaluates the trace by decomposing the functional space, expressing it as a sum over the traces of character distributions of automorphic representations.

Arthur's stabilization of the trace formula was an elaborate induction that required the simultaneous treatment of both the geometric and spectral sides. It necessitated extending the constructions of Langlands and Kottwitz to accommodate non-elliptic (parabolic) terms, introducing what Arthur termed "weighted orbital integrals".

The Theory of Endoscopy

A profound technical complication arises when attempting to compare the trace formulas of two different groups, $G$ and $H$, to prove Functoriality. The conjugacy classes in the respective algebraic groups do not always map cleanly to the conjugacy classes in their $L$-groups.

To circumvent this, Langlands developed the Theory of Endoscopy. Endoscopy is a conceptual framework designed to describe the internal spectral structure of automorphic representations of a large group $G$ by relating them to the representations of smaller, associated groups $H$, known as "endoscopic groups". In order to "stabilize" the trace formula—meaning to write the terms of the trace formula for $G$ as linear combinations of stable distributions on its endoscopic groups $H$—mathematicians must validate a transfer correspondence of test functions.

The Crucible of the Fundamental Lemma and the Triumph of Ngô Bảo Châu

The requirement to match the geometric orbital integrals of a group $G$ with its endoscopic group $H$ generated a specific combinatorial identity. Langlands formulated this identity in 1979 and, assuming it would be resolved with relative ease, named it the "Fundamental Lemma".

The Underestimated Obstacle

The designation of the "Fundamental Lemma" proved to be a historically massive understatement. It was initially viewed by the mathematical community as a "minor irritant," a simple family of combinatorial identities that would soon be verified. However, as the years progressed, it became an impenetrable roadblock. The lemma stood as an inescapable precondition for virtually all serious applications of the trace formula, effectively bottlenecking the entire Langlands Program. Dozens of theorems were published conditionally, containing the precarious caveat, "Assuming the fundamental lemma...".

In its simplest form, the fundamental lemma required mathematicians to count points with alternating signs at various distances from the center of a complex, tree-like algebraic structure, yielding alternating sequences (e.g., $1, -2, 4, -8$). However, the general case for arbitrary reductive groups required an understanding of geometric structures of overwhelming complexity.

Ngô Bảo Châu and the Geometric Shift

The resolution of the Fundamental Lemma was achieved by the Vietnamese-French mathematician Ngô Bảo Châu, a Member at the Institute for Advanced Study from 2006 to 2010. Ngô's revolutionary insight was that the local, $p$-adic combinatorial problem could not be solved using traditional number-theoretic methods. Instead, he initiated a geometric shift, translating the problem into the realm of modern algebraic geometry.

This geometric setting was absolutely crucial because, unlike the rigid number-theoretic environment, geometry permits the study of "deformations"—allowing the mathematical structures to be continuously warped and analyzed. Ngô built upon earlier work by Jean-Loup Waldspurger, who had proved that the fundamental lemma for groups could be reduced to their corresponding Lie algebras (the infinitesimal form), and that proving the lemma for fields of positive characteristic would logically suffice to prove the general case.

The Mechanics of the Proof

Ngô's proof, published in its final form in 2010, is universally hailed as a profound and beautiful argument. He applied global geometric methods to the local problem via the mathematical construct known as the Hitchin fibration. The Hitchin fibration ($M \to A$), originally developed to study moduli spaces of vector bundles on a Riemann surface, was observed by Ngô to be intimately related to the geometric side of the trace formula.

To mediate between the fibers of the Hitchin fibration and affine Springer fibers, Ngô introduced a Picard stack ($P \to A$). This Picard stack represented the natural symmetries of the Hitchin fibration and governed the stabilization of its anisotropic fibers.

The final "missing piece" of Ngô's puzzle was provided during a 2006 seminar at the IAS, where Mark Goresky explained an example concerning perverse sheaves. Utilizing this insight, Ngô eschewed the geometric fixed-point side of the Grothendieck-Lefschetz formula and instead transferred the "spectral" side—data derived from perverse cohomology. By deploying the support theorem for perverse sheaves, Ngô proved that the relevant cohomology of the Hitchin fibration is entirely determined by its behavior over the set of regular semisimple elements. This rigorously validated the exact combinatorial identities Langlands had predicted over three decades prior.

Ramifications of the Proof

For his monumental achievement, Ngô Bảo Châu was awarded the Fields Medal in 2010. His proof acted as a dam breaking within the mathematical literature. The conditional caveats were erased, and a host of theorems became absolute truths.

The proof of the fundamental lemma enabled the explicit classification of automorphic representations for orthogonal and symplectic groups. It paved the way for Chaudouard and Laumon to prove the Weighted Fundamental Lemma, extending Ngô’s methods to the parabolic geometric terms of the trace formula. Crucially, it established the reciprocity laws for Shimura varieties by allowing the Arthur-Selberg trace formula to be definitively compared with the Grothendieck-Lefschetz trace formula, confirming the arithmetic data within their cohomology.

Triumphs in Function Fields and Number Fields

Parallel to the structural work on the trace formula, the Langlands Program progressed through massive, explicit proofs of Reciprocity in both function fields and number fields.

Laurent Lafforgue and the Function Field Correspondence

In algebraic geometry and number theory, a global field is defined as either a number field (a finite extension of the rational numbers $\mathbb{Q}$) or a function field (a finite extension of $\mathbb{F}_p(t)$, the field of rational functions over a finite field of positive characteristic $p$). Function fields are often more tractable for theoreticians because they possess a rich geometric analogue—specifically, curves over finite fields—which allows for the full deployment of geometric techniques.

In 2002, the French mathematician Laurent Lafforgue was awarded the Fields Medal for his spectacular proof of the global Langlands correspondence for the general linear group $GL_r$ over function fields. This work, a continuation of Vladimir Drinfeld’s earlier proofs for the $GL_2$ case in the 1980s, is considered a "tour de force" of several hundred pages of highly condensed reasoning.

Lafforgue's proof established a flawless bijection between the equivalence classes of cuspidal representations of $GL_r(\mathbb{A})$ and irreducible $l$-adic Galois representations of dimension $r$. His methodology involved an exhaustive analysis of the $l$-adic cohomology of a specific algebraic stack known as $Sht_r$, which parameterizes "shtukas"—complex geometric objects consisting of vector bundles equipped with meromorphic descent data under the Frobenius endomorphism.

To isolate the specific subquotients required for the proof, Lafforgue compared the geometric Grothendieck-Lefschetz fixed-point formula with the analytic Arthur-Selberg trace formula. This process was not without severe historical drama. In June 2000, while presenting his proof, Lafforgue discovered a major gap: the compactifications of the moduli stacks he had utilized were not generally smooth. Following two "months of suspense" that summer, Lafforgue innovated alternative partial compactifications equipped with a normal crossing divisor at infinity, successfully stabilizing them under Hecke correspondences and completing the proof. His work also formally proved the Ramanujan-Petersson conjecture and the Deligne conjecture for function fields.

Number Fields: Fermat's Last Theorem and Automorphy

In the realm of number fields, the Langlands Program achieved its most culturally celebrated victory in the mid-1990s through the proof of Fermat's Last Theorem. Formulated in 1637, the theorem posits that the equation possesses no positive integer solutions for $n > 2$:

$$ \begin{aligned} x^n + y^n &= z^n \end{aligned} $$

The resolution of this problem by Andrew Wiles, assisted by Richard Taylor, did not rely on elementary arithmetic, but rather on establishing a specific, critical instance of the Langlands dictionary known as the Taniyama-Shimura-Weil conjecture (now the Modularity Theorem). This theorem asserts that every elliptic curve defined over the rational numbers—a geometric and arithmetic object—is fundamentally a modular form (an analytic automorphic object) in disguise.

Wiles and Taylor proved that if Fermat's equation harbored a counterexample, it would generate an elliptic curve with symmetries so bizarre that it could not possibly inherit the properties of a modular form, thereby violating the Modularity Theorem. By proving the Modularity Theorem for semistable elliptic curves, they demonstrated that the anomalous elliptic curve could not exist, thus proving Fermat's Last Theorem by translating the problem from algebra into harmonic analysis.

The momentum generated by Wiles has catalyzed massive breakthroughs in automorphy theorems deep into the 2020s. The mathematical community has systematically expanded modularity far beyond simple elliptic curves:

  • Symmetric Power Automorphy: Building on decades of prior work, mathematicians Newton and Thorne proved that the $n$-th symmetric power of the Tate module for an elliptic curve over $\mathbb{Q}$ definitively arises from an automorphic form on $GL_{n+1}$.
  • Abelian Surfaces: In 2025, Boxer, Calegari, Gee, and Pilloni extended modularity to higher dimensions, proving that the Tate modules of a positive proportion of abelian surfaces over $\mathbb{Q}$ are associated with automorphic forms on $GL_4$.
  • Imaginary Quadratic Fields: Addressing the severe difficulty of working outside totally real fields, Caraiani and Newton achieved a major breakthrough by proving that all elliptic curves over a field $F$ are modular for infinitely many imaginary quadratic fields.

Despite these incredible strides, challenges remain. As of 2026, proving automorphy when the expected form is an algebraic Maass form remains profoundly difficult, standing as one of the most stubborn open problems in the number field setting.

The Geometric Langlands Program and the Quantum Horizon

While the original Langlands Program concerned number fields and function fields over finite fields, mathematicians such as Vladimir Drinfeld and Alexander Beilinson proposed a radical variant over the field of complex numbers $\mathbb{C}$, known as the Geometric Langlands Program.

In this geometric setting, the arithmetic data (Galois groups) is replaced by the fundamental groups of Riemann surfaces (local systems on algebraic curves), and automorphic representations are replaced by highly abstract algebraic entities known as $\mathcal{D}$-modules on the moduli stack of $G$-bundles. This translation converts the Langlands correspondence from an equality of functions and representations into a pure, categorical equivalence of geometric sheaves.

The 2024 Proof of the Geometric Langlands Conjecture

In July 2024, the mathematical world witnessed a historic milestone: the definitive proof of the unramified Geometric Langlands Conjecture in characteristic zero. An international research team, co-led by Dennis Gaitsgory (Max Planck Institute) and Sam Raskin (Yale University), with vital contributions from Chen Lin, released a monumental 800-page proof spanning five interconnected papers.

This achievement was the culmination of Gaitsgory's unyielding 30-year dedication to the geometric program. The team heavily utilized the framework of derived algebraic geometry to establish a perfect equivalence between the derived category of $\mathcal{D}$-modules on the moduli stack of $G$-bundles on a curve $X$, and the derived category of quasi-coherent sheaves on the stack of flat ${}^L G$-connections on $X$. For this paradigm-shifting body of work, Dennis Gaitsgory was awarded the $3 million Breakthrough Prize in Mathematics in April 2025.

The Quantum Langlands and Theoretical Physics Connections

The Geometric Langlands Program is unique for its profound intersections with theoretical physics. In a seminal 2006 paper running 225 pages, physicists Edward Witten and Anton Kapustin demonstrated that the Geometric Langlands correspondence is mathematically equivalent to S-duality (electric-magnetic duality) in four-dimensional $N=4$ supersymmetric Yang-Mills theory. Within this quantum physical context, the mathematical sheaves manipulated by Gaitsgory correspond precisely to D-branes (boundary conditions) in topological quantum field theories (TQFTs).

The Gaitsgory-Raskin proof has rapidly accelerated research into the "Quantum Langlands Program." This quantum variant involves a one-parameter deformation of the underlying categories, incorporating quantum groups on the Betti side and noncritical level representations of affine Kac-Moody algebras on the de Rham side. Progress in this highly abstract quantum arena is ongoing, highlighted by researchers such as Si Ying Lee, who received the 2025 Maryam Mirzakhani New Frontiers Prize for introducing novel approaches to the quantum Langlands correspondence.

The Categorical and $p$-adic Langlands Frontier

As the geometric program conquered complex curves, the number-theoretic wing of the Langlands Program experienced its own revolution through the $p$-adic Langlands correspondence. While traditional local Langlands parameterizes representations over complex vector spaces, the $p$-adic program seeks to relate $p$-adic Galois representations with unitary Banach space representations of $p$-adic groups.

Geometrization via the Fargues-Fontaine Curve

Throughout 2025 and into 2026, the vanguard of this subfield has been dominated by the work of Peter Scholze and Laurent Fargues. They have successfully "geometrized" the local Langlands correspondence by deploying the geometry of perfectoid spaces and diamonds on the Fargues-Fontaine curve.

The Fargues-Scholze approach constructs semisimple $L$-parameters associated with irreducible smooth representations of $p$-adic groups by examining the geometry of the moduli stack of $G$-bundles on the Fargues-Fontaine curve ($\text{Bun}_G$). This represents a stunning conceptual unification: the local $p$-adic arithmetic setting now utilizes the exact same geometric moduli stack framework as the global Geometric Langlands over $\mathbb{C}$.

The Shift to Categorical Equivalence (2025-2026)

The community has universally recognized that a simple bijection of sets is insufficient to encapsulate the complexity of the $p$-adic correspondence; it must be formulated as a strict equivalence of categories. The Categorical $p$-adic Langlands Conjecture proposes an equivalence between coherent sheaves on the moduli stack of $L$-parameters and suitable categories of representations.

Recent advancements in 2025 and 2026 include:

  • Emerton-Gee Stack Analysis: In late 2025, researchers Kalyani Kansal and Benjamin Savoie presented breakthroughs concerning the non-generic, reduced components of the Emerton-Gee stack for $GL_2$. By introducing smooth-local charts, they precisely mapped which irreducible components are smooth or normal, and calculated the dimension of singular loci. This geometric mapping is the mandatory first step toward explicitly constructing the categorical $p$-adic Langlands functor.
  • Embedding Module Categories: In March 2025, building upon conjectures by Fargues, Scholze, Hellmann, and Zhu, researchers (Ben-Zvi, Chen, Helm, Nadler) successfully embedded the module category of the affine Hecke algebra into coherent sheaves on the Langlands parameter space.
  • Locally Analytic Representations: Arthur-César Le Bras and colleagues advanced the realization of locally analytic representations as sheaves on variants of the Fargues-Scholze stack, further intertwining derived geometry with $p$-adic analysis.

The Relative Langlands Program

Another massive trajectory of growth heading into 2026 is the Relative Langlands Program. Where the classical Langlands program analyzes automorphic forms on a primary group $G$, the relative program studies "periods" of automorphic forms evaluated over a subgroup $H$.

Historically rooted in the work of Hervé Jacquet on the problem of distinguishing representations, and the later local conjectures of Gan-Gross-Prasad and Ichino-Ikeda, the relative program connects global integrals of automorphic forms (periods) directly to local harmonic analysis. These period integrals are understood conceptually as measurements of automorphic forms, acting as higher-level analogs of Fourier coefficients.

Spherical Varieties and Global Quantizations

The modern iteration of the Relative Langlands Program has been spearheaded by mathematicians Yiannis Sakellaridis, Akshay Venkatesh, and David Ben-Zvi. They generalized the framework by replacing the traditional subgroup $H$ with spherical varieties (almost homogeneous $G$-spaces denoted $X$).

The Ben-Zvi–Sakellaridis–Venkatesh formulation introduces a sweeping categorical and physical interpretation of the mathematics. They propose that the period integrals of automorphic forms should be viewed as "global quantizations" of a Hamiltonian $G$-space $M$. Consequently, there must exist a "dual" Hamiltonian $\check{G}$-space $\check{M}$, whose quantization corresponds perfectly to an automorphic $L$-function. This theory provides an elegant structural mechanism to explain all pre-existing automorphic period integrals and predict entirely new ones.

Furthermore, this relative duality aligns seamlessly with the physics perspectives of Kapustin, Witten, and Gaiotto. In the context of topological quantum field theories, the Relative Langlands Program essentially serves as the study of "boundary conditions" (or branes) in the field theory, mapping the relative Satake transforms and Plancherel densities of spherical varieties to boundary states in the quantum equivalence.

Current Status and the 2026 ICM Outlook

As the global mathematical community prepares for the highly anticipated International Congress of Mathematicians (ICM) to be held in Philadelphia from July 23 to July 30, 2026, the Langlands Program completely permeates the highest echelons of the scientific program. With the ICM Structure Committee operating under the stewardship of Martin Hairer and Terence Tao, the selected plenary and sectional speakers closely reflect the paradigm shifts generated by the Langlands Program over the past decade.

The current landscape of the program across its diverse branches can be summarized as follows:

Branch of the Program Landmark Result / Status (As of 2026) Primary Innovators & Contributors Open Frontiers / Next Steps
Classical & Trace Formula Stabilization completed; Fundamental Lemma proven globally. Arthur, Ngô, Waldspurger, Chaudouard, Laumon Extending "Beyond Endoscopy"; addressing algebraic Maass forms.
Number Fields (Automorphy) $n$-th symmetric power of Tate modules modular; modularity over imaginary quadratic fields. Wiles, Taylor, Scholze, Newton, Thorne, Caraiani Expanding automorphy over arbitrary fields; higher-rank algebraic regular forms.
Function Fields Langlands correspondence for $GL_r$ over function fields fully resolved. Drinfeld, L. Lafforgue, V. Lafforgue Generalizations to wider classes of reductive groups.
Geometric Langlands Unramified conjecture in characteristic zero fully proven (2024). Gaitsgory, Raskin, Lin, Beilinson, Drinfeld Ramified versions (Iwahori level structure); Quantum Langlands deformations.
$p$-adic & Categorical Geometrization via Fargues-Fontaine curve; deep structural analysis of Emerton-Gee stacks. Scholze, Fargues, Emerton, Gee, Hellmann, Kansal Explicit algorithmic construction of the categorical $p$-adic Langlands functor.
Relative Langlands Duality established for spherical varieties via global quantizations and boundary conditions. Sakellaridis, Venkatesh, Ben-Zvi, Jacquet Extending beyond the spherical setting; categorifying the local trace formula.

The mathematical community is rapidly transitioning from the verification of Langlands' original 1967 conjectures to exploring the far-reaching "ripple effects" of the newly validated geometric and relative architectures. For example, following the proof of the Geometric Langlands Conjecture, immediate research vectors include formulating Dolbeault ("semiclassical") versions for motivic sheaves (which physically correlate to "1/2 BPS branes"), and addressing local geometric Langlands for general ramification—a physical duality evaluated on a topological circle rather than a closed surface.

Conclusion

The historical arc of the Langlands Program—evolving from a speculative 17-page letter drafted by a 30-year-old mathematician into the dominant, unifying force of 21st-century mathematics—stands as an unparalleled intellectual triumph of human abstraction. Robert Langlands recognized the hidden, fundamental truth that the structural symmetries inherent in prime numbers and algebraic equations (the arithmetic domain) were secretly operating on the same logic as the continuous symmetries of complex analytic functions and manifolds (the geometric domain).

By inventing the $L$-group and defining the principles of Functoriality and Reciprocity, Langlands provided the exact syntactic rules for a mathematical translation dictionary. Successive generations of brilliant mathematicians provided the semantics and the rigorous proofs. Ngô Bảo Châu's ingenious geometric traversal of the Fundamental Lemma unlocked the Arthur-Selberg Trace Formula, bridging local and global harmonic analysis. Laurent Lafforgue's exhaustive, meticulous analysis of shtukas validated the correspondence for function fields, establishing the first general non-abelian reciprocity law. Andrew Wiles and Richard Taylor proved that translating a problem across the Langlands bridge could slay the 350-year-old dragon of Fermat's Last Theorem.

Today, the groundbreaking work of Dennis Gaitsgory, Peter Scholze, Yiannis Sakellaridis, and Akshay Venkatesh has fundamentally rewritten the rules of engagement. By substituting classical sets with categories, curves with derived stacks, and basic functions with perverse sheaves, they have elevated the Langlands Program into the rarefied realms of derived algebraic geometry and theoretical quantum physics.

As noted by David Ben-Zvi regarding the recent proof of the Geometric Langlands conjecture, these monumental achievements do not signify the end of the journey; "rather than closing one door, it has opened over ten new ones". The Langlands Program in 2026 is no longer merely a set of disconnected conjectures awaiting proof. It is the established foundational reality of modern theory—a grand unified architecture ensuring that as long as mathematics is studied, the intricate dance between prime numbers, geometric spaces, and quantum fields will be understood as beautiful variations of a single, harmonious truth.

Friday, 20 February 2026

Rational Generating Functions

I noticed that the number associated with my diurnal age today can be generated from the expansion of:$$ \frac{1-x}{1-x-x^2-2x^3+2x^4} $$I also noticed there is an associated fourth order linear recurrence:$$ \begin{align} &\text{a}(n) = \text{a}(n-1) + \text{a}(n-2) + 2\text{a}(n-3) - 2\text{a}(n-4) \\ &\text{with } \text{a}(0)=1, \text{a}(1)=0, \text{a}(2)=1, \text{a}(3)=3 \end{align} $$Having just posted about converting polynomials to linear recurrences, I was curious as to how to could be done for rational expressions involving two polynomials, one the numerator and the other the denominator. I asked Gemini the following:

Can expressions like \( \dfrac{1-x}{1-x-x^2-2x^3+2x^4} \) which are not polynomials still be expressed as fourth order linear recurrences and if so, how that be accomplished using this expression as an example.

Here was the response:

Yes, expressions like this can absolutely be expressed as linear recurrences. In mathematics, an expression in the form of a ratio of two polynomials is known as a rational generating function.

The sequence of coefficients generated by expanding this fraction directly corresponds to a linear recurrence relation. Specifically:

  • The denominator dictates the recurrence relation itself (the multipliers and the order).
  • The numerator determines the initial conditions (the starting values of the sequence).

Here is the complete step-by-step breakdown of how to extract the fourth-order linear recurrence and its initial conditions from your specific example.

1. Set Up the Generating Function Equation

Let the rational expression equal a formal power series, where $a_n$ represents the $n$-th term of the sequence we want to find:

$$\sum_{n=0}^{\infty} a_n x^n = \frac{1-x}{1-x-x^2-2x^3+2x^4}$$

2. Isolate the Sequence

To relate the coefficients, multiply both sides of the equation by the denominator:

$$(1-x-x^2-2x^3+2x^4) \sum_{n=0}^{\infty} a_n x^n = 1-x$$

Next, expand the left side by distributing the sequence across the terms of the polynomial. This creates shifted versions of the sequence:

$$\sum_{n=0}^{\infty} a_n x^n - \sum_{n=0}^{\infty} a_n x^{n+1} - \sum_{n=0}^{\infty} a_n x^{n+2} - 2\sum_{n=0}^{\infty} a_n x^{n+3} + 2\sum_{n=0}^{\infty} a_n x^{n+4} = 1-x$$

3. Extract the Recurrence Relation

To find the general recurrence relation, look at the coefficient of $x^n$ for any $n \ge 4$. On the right side of the equation ($1-x$), there are no terms with $x^4$ or higher, so the coefficient for $x^n$ on the right side is 0.

Equating the coefficients of $x^n$ on both sides gives:

$$a_n - a_{n-1} - a_{n-2} - 2a_{n-3} + 2a_{n-4} = 0$$

By isolating $a_n$, we get the fourth-order linear recurrence:

$$a_n = a_{n-1} + a_{n-2} + 2a_{n-3} - 2a_{n-4}$$

4. Determine the Initial Conditions

To compute the sequence, we need the first four values ($a_0, a_1, a_2, a_3$). We find these by equating the coefficients for the lowest powers of $x$ ($x^0, x^1, x^2, x^3$) on both sides of our expanded equation.

  • For $x^0$ (constant term):
    $a_0 = 1$

  • For $x^1$: 
    $a_1 - a_0 = -1 \implies a_1 - 1 = -1 \implies a_1 = 0$

  • For $x^2$: 
    $a_2 - a_1 - a_0 = 0 \implies a_2 - 0 - 1 = 0 \implies a_2 = 1$

  • For $x^3$: 
    $a_3 - a_2 - a_1 - 2a_0 = 0 \implies a_3 - 1 - 0 - 2(1) = 0 \implies a_3 = 3$

The recurrence sequence is fully defined by $a_n = a_{n-1} + a_{n-2} + 2a_{n-3} - 2a_{n-4}$ with initial conditions $\{1, 0, 1, 3\}$.

Palindrome 28082


Figure 1: Gemini Generated

Figure 1 depicts the number associated with my diurnal age today: the palindromic cyclops number \( \textbf{28082}\). I quite like the depiction. The previous such number, 27072, occurred on the 18th May 2023 and I celebrated its occurrence with a post titled Another Palindromic Cyclops Number. Prior to this, I was 26062 days old on the 10th August 2020 and again I created a post, titled Palindromic Cyclops Numbers. These numbers occur every 1010 days except when the transition involves a new leading digit. For example, following 29092, the next palindromic cyclops number is 30003 and the two are only separated by 11 days.

The number 28082 has no outstanding or unusual properties and so in this post I'm only celebrating it in terms of it being another base 10 milestone. After repeated failures using Nano Bananas, Gemini offered to implement the graphic shown in Figure 2 using Python code. There are 28 letters in the phrase "TWENTY EIGHT THOUSAND EIGHTY TWO" and the graphic depicts this. The number in digit format consists of 28, a central 0 and then 28 reversed. There are also 28 days in this current month of February. Today is the 20th of February and the digit sum of 28082 is 20.


Figure 2: permalink

Wednesday, 18 February 2026

From Polynomial to Linear Recurrence

I noticed that the number associated with my diurnal age today (28080) is a member of OEIS  A144459 formed from a quadratic polynomial:$$ \text{a}(n) = (3n+1)(5n+1) $$The initial members are:

1, 24, 77, 160, 273, 416, 589, 792, 1025, 1288, 1581, 1904, 2257, 2640, 3053, 3496, 3969, 4472, 5005, 5568, 6161, 6784, 7437, 8120, 8833, 9576, 10349, 11152, 11985, 12848, 13741, 14664, 15617, 16600, 17613, 18656, 19729, 20832, 21965, 23128, 24321, 25544, 26797, 28080

What interested me was that the sequence members could also be generated from a linear recurrence:$$ \begin{align} \text{a}(n) = 3\text{a}(n-1) -3\text{a}(n-2) +\text{a}(n-3) \\ \text{with } \text{a}(0)=1, \text{a}(1)=24 \text{ and } \text{a}(2)=77 \end{align}$$How do we get from \( \text{a}(n) = (3n+1)(5n+1) \text{ to } \text{a}(n-1) -3\text{a}(n-2) +\text{a}(n-3) \)? Gemini's response was a follows:

Deriving the Linear Recurrence for OEIS A144459

To derive the linear recurrence \(a(n) = 3a(n-1) - 3a(n-2) + a(n-3)\) from the explicit formula \(a(n) = (3n+1)(5n+1)\), we utilize the Method of Finite Differences.

This method relies on a fundamental rule of sequence algebra: Any sequence defined by a polynomial of degree \(d\) satisfies a linear recurrence relation of order \(d+1\) with binomial coefficients.

Step 1: Determine the Degree of the Polynomial

First, expand the explicit formula to see the structure of the polynomial:

$$ a(n) = (3n+1)(5n+1) $$ $$ a(n) = 15n^2 + 3n + 5n + 1 $$ $$ a(n) = 15n^2 + 8n + 1 $$

Since the highest power of \(n\) is 2, this is a quadratic polynomial (degree \(d=2\)).

Step 2: Apply the Difference Operator Rule

In the calculus of finite differences, we use the difference operator \(\Delta\). The rule states that if \(a(n)\) is a polynomial of degree 2:

  • The first differences are linear (degree 1).
  • The second differences are constant (degree 0).
  • The third differences are exactly zero.

Mathematically, this means:

$$ \Delta^3 a(n) = 0 $$

Step 3: Expand using Shift Operators

We express the difference operator \(\Delta\) in terms of the shift operator \(E\), where \(E a(n) = a(n+1)\). We know that \(\Delta = E - 1\).

Since the third difference is zero, we substitute \((E-1)\) for \(\Delta\):

$$ (E - 1)^3 a(n) = 0 $$

Now, we expand the cubic term using standard binomial expansion:

$$ (E^3 - 3E^2 + 3E - 1) a(n) = 0 $$

Step 4: Apply the Operators to the Sequence

Distribute the operator \(a(n)\) across the expanded terms. Recall that \(E^k a(n) = a(n+k)\):

$$ a(n+3) - 3a(n+2) + 3a(n+1) - a(n) = 0 $$

To match the standard recurrence form (where the highest term is \(a(n)\)), we shift the indices down by 3 (replace \(n\) with \(n-3\)):

$$ a(n) - 3a(n-1) + 3a(n-2) - a(n-3) = 0 $$

Step 5: Rearrange to the Final Recurrence

Move the negative terms to the right side to isolate \(a(n)\):

$$ a(n) = 3a(n-1) - 3a(n-2) + a(n-3) $$

Verification

We verify this by checking the initial values given for A144459.

Explicit Formula: \(a(n) = 15n^2 + 8n + 1\)

  • \(a(0) = 1\), \(a(1) = 24\), \(a(2) = 77\)

Recurrence Check for \(a(3)\):

$$ a(3) = 3(77) - 3(24) + 1 $$ $$ a(3) = 231 - 72 + 1 $$ $$ a(3) = 160 $$

This matches the explicit calculation \(15(3)^2 + 8(3) + 1 = 160\).

******************************


Here is another example just to reinforce what's been covered earlier.

1. The Transformation Process

To convert the polynomial closed form into a linear recurrence relation, we use the method of finite differences. Since the polynomial \( a_n = 2n^2 + 6n + 1 \) is of degree \( d=2 \), the sequence has a constant second difference and a zero third difference.

Step 1: Set up the Difference Operator

We define the shift operator \( E \) such that \( E a_n = a_{n+1} \). The difference operator is \( \Delta = E - 1 \). Because the degree is 2, the third difference is zero: \[ \Delta^3 a_n = 0 \]

Step 2: Expand the Operator

Substitute \( \Delta = E - 1 \) and expand the cubic expression: \[ (E - 1)^3 a_n = 0 \] \[ (E^3 - 3E^2 + 3E - 1) a_n = 0 \]

Step 3: Apply the Shift Operator

Distributing the operator to \( a_n \) gives the recurrence relation in terms of forward shifts: \[ a_{n+3} - 3a_{n+2} + 3a_{n+1} - a_n = 0 \]

Step 4: Final Linear Recurrence

To solve for the current term based on previous terms, we shift the indices down by 3 (replace \( n+3 \) with \( n \)): \[ \boxed{ a_n = 3a_{n-1} - 3a_{n-2} + a_{n-3} } \]

Initial Conditions:

We calculate the first three seeds using the original polynomial \( 2n^2 + 6n + 1 \):

  • \( a_0 = 1 \)
  • \( a_1 = 9 \)
  • \( a_2 = 21 \)


2. Comparison and Verification

The table below compares the values generated by the closed form polynomial against the derived linear recurrence.

\[ \begin{array}{|c|c|c|c|} \hline \textbf{n} & \textbf{Closed Form} & \textbf{Recurrence} & \textbf{Match} \\ & (2n^2 + 6n + 1) & (3a_{n-1} - 3a_{n-2} + a_{n-3}) & \\ \hline 0 & 1 & 1 & \text{True} \\ \hline 1 & 9 & 9 & \text{True} \\ \hline 2 & 21 & 21 & \text{True} \\ \hline 3 & 37 & 37 & \text{True} \\ \hline 4 & 57 & 57 & \text{True} \\ \hline 5 & 81 & 81 & \text{True} \\ \hline 6 & 109 & 109 & \text{True} \\ \hline 7 & 141 & 141 & \text{True} \\ \hline 8 & 177 & 177 & \text{True} \\ \hline 9 & 217 & 217 & \text{True} \\ \hline \end{array} \]

Monday, 16 February 2026

Birthday Digits


Gemini's Infographic Summary of the Content in this Post

I recently turned 28077 days old and with my 77th birthday rapidly approaching I wondered if it's possible for a person's birthday to fall in such a way that their age in years matched the last two digits of their diurnal age. I prompted Gemini:

Suppose someone is born on April 3rd 1949. Let's count this as day 0. April 4th 1949 then counts as day 1 and so on. This progressive number we term the person's diurnal age as opposed to their age in years. As the person ages (let's say from 1 to 100) is there a birthday such that the last two digits of their diurnal age equals their age in years. Can you write a program in SageMath to determine this. The program should run in SageMathCell or a Jupyter notework.

The program (permalink) came up with only one age, 14, and an associated diurnal age of 5114 for person's born within a certain date range. For example for persons born in 2012 who are turning 14 this year (2026), only those with birthdates between the 1st January and 28th February will satisfy. Let's check for somebody turning 14 today (16th February 2026) using Wolfram Alpha. See Figure 1.


Figure 1

As can be seen, someone turning 14 years old today will be 5114 days old, satisfying the requirement. I queried Gemini as to whether there might be ages other than 14 that satisfy and this was the response:

Yes, I am sure. Age 14 is the only age in a normal human lifespan (1–100+) where this mathematical coincidence occurs. We can prove this by checking the mathematical constraints for every single age.

The Logic: Why it's only 14

For a match to happen at Age $N$, the following equation must be true: $$(64 \times N) + \text{Leap Days} \quad \text{must be divisible by } 100$$

At Age 14: $64 \times 14 = 896$. The remainder is 96. To reach the next 100, we need 4 more. Can a 14-year-old have lived through 4 leap days? Yes (e.g., born Jan 1948). Result: Match.

At Age 39 (The next closest candidate): $64 \times 39 = 2496$. The remainder is 96. To reach the next 100, we again need 4 more. Can a 39-year-old have lived through only 4 leap days? No. In 39 years, you must experience 9 or 10 leap years. Result: Impossible.

Gemini also explained it earlier in a slightly different way so I'll include that here:

The Math Behind the Age 14 Match

For a match to occur, we need: $$\text{Total Days} \pmod{100} = \text{Age}$$

Let's look at Age 14:

Standard Days: $14 \text{ years} \times 365 \text{ days/year} = 5110 \text{ days}$.

The Remainder: $5110 \pmod{100} = 10$.

The Gap: The remainder is 10, but we need it to equal the age, 14.

The Solution: We need exactly 4 extra days (leap days) to bridge the gap from 10 to 14 ($5110 + 4 = 5114$).

Therefore, any person who experiences exactly 4 leap years by their 14th birthday will have a diurnal age of 5114. Since 5114 ends in 14, this is a perfect match.

Why April 3, 1949 Misses the Match

Let's apply this to your specific date: April 3, 1949.

Period: April 3, 1949 to April 3, 1963.

Leap Years Encountered: 1952, 1956, 1960.

Total Leap Days: 3.

Total Diurnal Age: $5110 + 3 = 5113$.

Result: $5113$ ends in 13. The age is 14. (Missed by 1 day).

Who Gets the Match?

To get 4 leap days in 14 years, you must be born just before a leap day, so that you catch the first one immediately, and then three more over the next 12 years.

This generally happens to people born in January or February of a Leap Year (or late in the year prior to a leap year).

Friday, 13 February 2026

Fibonacci From Prime Factors


Gemini's Infographic Summary of the Content in this Post

I noticed that the number (\( \textbf{28075} \)) associated with my diurnal age today has an interesting property relating to its prime factors:$$28075=5^2 \times 1123$$The number has distinct prime factors of \( \textbf{5}\) and \( \textbf{1123}\). If these two factors are written in reversed order and then concatenated, the number \( \textbf{11235}\) is formed with digits that form a Fibonacci sequence:$$1+1 \rightarrow 2 \text{ and } 2 + 3 \rightarrow 5$$This got me thinking about what other numbers have this property and so I set Gemini to work to find all such numbers in the range from 1 to 40000. It turns out that the following numbers qualify (permalink):

22, 26, 30, 44, 52, 60, 66, 70, 88, 90, 101, 104, 115, 120, 132, 140, 141, 150, 158, 167, 176, 180, 198, 203, 205, 208, 210, 240, 242, 253, 257, 264, 270, 280, 300, 301, 316, 330, 338, 347, 350, 352, 360, 396, 416, 420, 423, 427, 450, 480, 484, 490, 528, 540, 560, 575, 594, 600, 611, 617, 630, 632, 660, 676, 700, 704, 720, 726, 750, 771, 790, 792, 810, 832, 835, 840, 900, 960, 968, 980, 990, 1025, 1050, 1056, 1080, 1120, 1123, 1188, 1200, 1222, 1260, 1264, 1265, 1269, 1320, 1350, 1352, 1400, 1408, 1421, 1440, 1452, 1459, 1470, 1500, 1580, 1584, 1620, 1650, 1664, 1680, 1750, 1782, 1800, 1890, 1920, 1936, 1960, 1980, 2100, 2107, 2112, 2160, 2178, 2240, 2250, 2313, 2376, 2400, 2430, 2444, 2450, 2520, 2528, 2640, 2645, 2662, 2700, 2704, 2783, 2800, 2816, 2875, 2880, 2904, 2940, 2970, 2989, 3000, 3150, 3160, 3168, 3240, 3257, 3300, 3328, 3360, 3430, 3500, 3564, 3600, 3630, 3750, 3780, 3807, 3840, 3872, 3920, 3950, 3960, 4050, 4175, 4200, 4224, 4320, 4356, 4377, 4394, 4410, 4480, 4500, 4752, 4800, 4860, 4888, 4900, 4950, 5040, 5056, 5125, 5167, 5250, 5279, 5280, 5324, 5346, 5400, 5408, 5600, 5615, 5632, 5670, 5760, 5808, 5819, 5880, 5887, 5940, 6000, 6300, 6319, 6320, 6325, 6336, 6480, 6534, 6600, 6627, 6656, 6720, 6750, 6860, 6939, 7000, 7128, 7200, 7260, 7290, 7350, 7500, 7560, 7680, 7744, 7840, 7900, 7920, 7943, 7986, 8100, 8250, 8400, 8405, 8448, 8640, 8712, 8750, 8788, 8820, 8910, 8960, 9000, 9450, 9504, 9600, 9720, 9776, 9800, 9900, 9947, 10080, 10112, 10201, 10290, 10500, 10560, 10648, 10692, 10800, 10816, 10890, 11200, 11250, 11264, 11340, 11421, 11520, 11616, 11760, 11880, 12000, 12150, 12250, 12482, 12600, 12640, 12672, 12943, 12960, 13068, 13131, 13200, 13225, 13230, 13312, 13440, 13500, 13720, 13915, 14000, 14256, 14375, 14400, 14520, 14580, 14700, 14749, 14850, 15000, 15120, 15360, 15488, 15680, 15750, 15800, 15840, 15886, 15972, 16038, 16200, 16500, 16800, 16896, 17010, 17150, 17280, 17424, 17500, 17576, 17640, 17820, 17920, 18000, 18150, 18750, 18900, 19008, 19200, 19440, 19552, 19600, 19602, 19750, 19800, 19881, 20160, 20224, 20250, 20580, 20817, 20875, 20923, 21000, 21120, 21296, 21347, 21384, 21600, 21632, 21780, 21870, 22050, 22400, 22500, 22528, 22680, 23040, 23232, 23520, 23760, 23958, 24000, 24010, 24300, 24500, 24750, 24964, 25200, 25280, 25344, 25625, 25920, 26047, 26136, 26250, 26400, 26460, 26624, 26730, 26880, 27000, 27440, 27889, 28000, 28075, 28350, 28512, 28717, 28800, 29040, 29095, 29160, 29282, 29400, 29700, 30000, 30240, 30613, 30720, 30870, 30976, 31360, 31500, 31600, 31625, 31680, 31772, 31944, 32076, 32400, 32670, 33000, 33600, 33750, 33792, 34020, 34263, 34300, 34560, 34848, 35000, 35152, 35280, 35640, 35840, 36000, 36300, 36450, 36750, 37500, 37800, 38016, 38400, 38880, 39104, 39200, 39204, 39393, 39500, 39600, 39690, 39930

Of course looking at these numbers it's not immediately apparent what the Fibonacci digit sequence is but the Gemini program creates a table to show this. I'll restrict the range to between 28000 and 29000. The result is shown in Figure 1:


Figure 1: permalink

The fact that we are only considering \( \textbf{distinct} \) prime factors helps the program run quickly and there are no problems using it with SageMathCell. However if we allow multiplicity of factors, the number of permutations increases dramatically and SageMathCell quickly times out even if we restrict the range to between 28000 and 29000. So I think working only with distinct prime factors is the way to go.