The Equation in Your Mouth

The Equation in Your Mouth
The Equation in Your Mouth | Cat House Meow
Science & Mind Desk

The Equation in Your Mouth

Every word you speak is a calculation written in air, and your brain solves it before you finish blinking. We then ran the math on everything else in existence, in modern code and in the number systems of the ancient world, and found exactly where the code runs out.

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I.Older Than Writing

Long before anyone wrote a word, someone carved a number. In a cave in the Lebombo Mountains, on the border of South Africa and Eswatini, archaeologists found a baboon fibula, 7.7 centimeters long, scored with 29 notches. Twenty-nine is suspiciously close to the days in a lunar month, and researchers have speculated that it is a kind of handmade Moon calendar.1 Some 20,000 years before Christ, near Lake Edward in what is now the Democratic Republic of the Congo, another hand notched the Ishango bone, now displayed at the Royal Belgian Institute of Natural Sciences in Brussels. One column reads 11, 13, 17, 19: every prime number between 10 and 20. Another appears to show doubling.1 We added the columns. Two of them each total exactly 60, and the third totals 48. Coincidence, perhaps. But it is hard not to admire a Stone Age tally that lands on the Babylonians’ favorite number.

The idea that the sky obeys arithmetic is nearly as old. The Nebra sky disc, a bronze plate inlaid with gold and buried in Germany around 1600 Before Christ (BC), is the oldest known depiction of cosmic phenomena, and it is thought to carry the earliest known representation of a leap rule, a method for reconciling the lunar and solar calendars.2 One leading reading: when a thick crescent Moon, about four and a half days old, appears beside the Pleiades in spring, a thirteenth month must be added.3 (An interpretation, its own advocates stress, not a proof.) The arithmetic it solves is real enough: twelve lunar months fall about 10.9 days short of a solar year, so without a correction the calendar drifts away from the seasons.

Across the ancient world, cultures arrived at the same conviction by different roads. Vedic India built its fire altars to geometric rules set down in the Sulba Sutras; the mathematician Baudhayana, active around 800 BC, gave a rule for the diagonal of a square and a value for the square root of 2 of 1 + 1/3 + 1/12 − 1/408, which works out to 1.414216, correct to five decimal places.4 (It is exactly the number the Babylonian averaging method reaches on its third step, as Section XI will show. Two civilizations, one answer.) China’s Luoshu, the earliest known magic square, arranges the numbers one to nine so that every row, column and diagonal sums to 15, with odd numbers standing for heaven and yang and even numbers for earth and yin.5 We checked all eight lines; each sums to 15. And between 350 and 50 BC, Babylonian astronomers tracked Jupiter by computing the area of a trapezoid, a geometric technique Europe was credited with inventing more than 1,400 years later.6

The Greeks gave the conviction its slogan. The Pythagoreans of the sixth century BC, as Aristotle reported, held that “the elements of numbers were the elements of all things” and that “the whole heaven was harmony and number.”7 Then, in 1623, Galileo Galilei picked a fight about comets and wrote the most quoted version of all. Philosophy, he argued in Il Saggiatore (The Assayer), is written in the great book of the universe, which lies open before our eyes; but you cannot read it until you learn its language, and that language is mathematics, its letters triangles, circles and other geometric figures.8 Galileo did not invent the idea that nature runs on numbers. He inherited it from bone, bronze, clay and altar, and turned it into a method: measure, calculate, test.

Which brings us to the most intricate mathematics most of us will ever perform. It happens every time we open our mouths, and the most sophisticated decoder of it sits, uncredited, between our ears. What follows is the full accounting: how a spoken word becomes numbers, how the mind turns those numbers back into meaning, and what happened when we stopped treating “everything is code” as a matter of opinion and started testing it.

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II.A Word Is a Wave

Strip a word of its meaning and what remains is weather: air compressed and released, rippling outward at roughly 343 meters per second. The simplest sound there is, a pure tone like a tuning fork, can be written in one tidy line:

p(t) = A · sin(2π · f · t)p is the change in air pressure, A is loudness (amplitude), f is pitch (frequency, measured in Hertz (Hz), or cycles per second), and t is time.

No human voice is that well-behaved. Your vocal folds, two small bands of tissue in the throat, snap open and shut roughly 100 to 250 times a second in ordinary speech. Each snap releases a puff of air; string the puffs together and you get a buzz. Mathematically, that buzz is a stack of sine waves at whole-number multiples of the base pitch, which scientists call harmonics:

p(t) = A₁·sin(2π·f·t) + A₂·sin(2π·2f·t) + A₃·sin(2π·3f·t) + …A voice pitched at 120 Hz also contains 240, 360 and 480 Hz, and on up the ladder, each rung a little quieter.

Here is the twist. That base pitch is not what makes a word a word. Say “cat” in a falsetto or a growl and it remains stubbornly, unmistakably “cat.” Pitch handles the mood, the emphasis, the upturn that makes a question. The word itself is filed elsewhere.

Pitch carries the feeling. The shape of your mouth carries the word.
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III.The Tube That Shapes Meaning

In 1941, two Japanese researchers, Tsutomu Chiba and Masato Kajiyama, published an English-language book in Tokyo called The Vowel: Its Nature and Structure.9 Working from X-ray photographs of people mid-syllable, they measured the throat and mouth for each vowel, then built physical tubes in those shapes. Feed the tubes a buzz, and out came recognizable vowels. Researchers at Sophia University in Tokyo have since rebuilt the models, showing how a narrow pinch near the front of the mouth yields “ee,” while a wide-open front and a squeezed back yields “ah.”10

The Swedish engineer Gunnar Fant, at the Royal Institute of Technology (KTH) in Stockholm, turned that foundation into what is now called the source-filter theory, a framework that derives the acoustics of speech from first principles and holds across languages, for speech and song alike.11 Reduced to its essentials:

Speech = Source × FilterThe source is the buzz of the vocal folds (or the hiss of moving air). The filter is the shape of your throat, mouth and lips.

Your vocal tract, from vocal folds to lips, is a tube about 17 centimeters long, closed at one end and open at the other. Tubes like that ring at predictable frequencies and amplify whatever harmonics land nearby. Physics supplies the formula:

Fₙ = (2n − 1) · c / (4L)c is the speed of sound (343 m/s), L is the tube length (0.17 m), and n = 1, 2, 3 gives the first, second and third resonance.

Run the numbers and you get peaks near 500, 1,500 and 2,500 Hz. Those peaks are called formants, and that particular set produces the relaxed “uh” of a person who has been asked a question at a dinner party and is stalling. Move the tongue, drop the jaw, round the lips, and the tube changes shape. The formants move. That movement is the difference between one word and the next.

VowelAs inFirst formant (F1)Second formant (F2)
ee“beet”about 270 Hzabout 2,300 Hz
ah“father”about 730 Hzabout 1,100 Hz
oo“boot”about 300 Hzabout 870 Hz
uh“but”about 500 Hzabout 1,500 Hz

The pattern tracks the body. Open the jaw and the first formant climbs. Push the tongue forward and the second climbs. The figures above are typical of an adult male; children and most women have shorter tubes and higher numbers across the board. The brain reads the relationship between the peaks rather than the raw values, which is why a toddler’s “ee” and a baritone’s “ee” are heard as the same vowel.

Second formant, F2: tongue front (2,500 Hz) → back (700 Hz) First formant, F1: jaw closed → open ee (270, 2300) oo (300, 870) uh (500, 1500) ah (730, 1100)
Every vowel is a coordinate. Plot the first two formants and the sounds of a language become a map.
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IV.Consonants: Noise, Bursts and Silence

Vowels are tidy sums of harmonics. Consonants are where the math lets its hair down. Speech scientists generally count four kinds of sound source: the buzzing glottal source, a breathy aspiration source, a hissing frication source and a sudden transient source, like a pop or a click.12 Each rewrites the equation:

  • Hissing sounds (s, sh, f). No regular buzz at all. Air is forced through a narrow gap and breaks into turbulence, which is close to random noise. An “s” puts most of its energy above about 4,000 Hz. A “sh” sits lower, around 2,000 to 4,000 Hz, because the narrowing sits further back and the rounded lips leave a larger space in front to resonate.
  • Stops (p, t, k, b, d, g). The airflow is blocked entirely, producing a beat of near silence, then released in a burst. The difference between “pat” and “bat” is largely a stopwatch reading called voice onset time: the milliseconds between the burst and the start of the buzz. For an English “b” it is near zero; for a “p,” roughly 40 to 80 milliseconds.
  • Nasals (m, n, ng). Air detours through the nose, effectively bolting a second tube onto the first. The two interfere and carve “anti-resonances,” frequency dips where sound cancels itself out.

Consonants also lean on their neighbors. Say “bah,” “dah” and “gah.” The vowel is identical in all three, yet the second formant swoops in from a different starting point each time. That swoop lasts only tens of milliseconds, and it is much of how you know which consonant came first.

One Second of Speech, by the Numbers

  • About 4 to 5 syllables
  • Roughly 10 to 15 individual speech sounds (phonemes)
  • 100 to 250 vocal-fold vibrations, each spawning dozens of harmonics
  • 3 to 4 formant peaks re-tuned every few hundredths of a second
  • Timing differences as small as 20 to 40 milliseconds that turn one word into another
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V.Decoding “Meow”

Allow us to run the equations on the most important word in this magazine. Spoken by a human, “meow” unfolds in three movements:

  • The “m.” Lips sealed, air routed through the nose. A low, humming murmur, its main resonance down around a few hundred Hz, with anti-resonances notching out the frequencies above.
  • The “ee” onset. Lips spring open, tongue forward. The second formant leaps toward the 2,000 Hz range.
  • The “ow” glide. The jaw drops, then the lips round. The first formant rises and falls while the second slides steadily down toward the 900 Hz neighborhood.

Written as math, “meow” is one long falling curve of the second formant, wrapped in a rise and fall of the first, launched from a nasal hum. A different word is simply a different curve.

Cats, naturally, have been running their own version of this calculation all along. At Lund University in Sweden, phonetician Susanne Schötz and colleagues in the “Meowsic” project (short for Melody in Human-Cat Communication) have recorded hundreds of cat vocalizations and charted how pitch and melody shift across situations.13 Schötz has said that a meow ending on a rising note, delivered beside the food bowl, leaves no room for interpretation, and that cats appear able to borrow melody patterns from their owners’ voices.14 Your cat, in other words, has been adjusting the variables in its equation to get through to you. It has been more patient about this than you deserve.

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VI.Your Ear Is a Living Calculator

All of this mathematics would be wasted without a machine to solve it. That machine starts in the cochlea, a fluid-filled spiral in the inner ear about the size of a pea. Uncoiled, it would run roughly three and a half centimeters.

Along its length runs the basilar membrane. The Hungarian physicist Georg von Békésy spent decades dissecting and modeling it, and in 1961 received the Nobel Prize in Physiology or Medicine for showing how it works.15 Sound sends a wave traveling down the membrane, and because the membrane changes in stiffness and width along the way, each frequency crests at its own address. High pitches peak near the entrance. Low pitches travel all the way to the far end.

Consider what that means. The mathematical operation that splits a complex wave into its component frequencies is the Fourier transform, named for the French mathematician Joseph Fourier. The cochlea performs a physical version of it, continuously and in real time, without a line of code. Some 3,500 inner hair cells line the membrane like keys on a piano, each tuned to its own slice of the range from about 20 to 20,000 Hz.

The hair cells convert motion into electricity. Nerve cells then speak in spikes: brief, all-or-nothing pulses. A neuron fires or it does not, and information travels in how often and exactly when. At its most fundamental level, the language your ear speaks to your brain is a stream of timed pulses, closer to binary than to poetry.

Your cochlea performs a Fourier transform with no math class, no computer and no code.
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VII.The Brain’s Rhythm Section

Once the signal reaches the auditory cortex, a new kind of mathematics takes over: rhythm. Brain cells fire in coordinated waves called oscillations, which can be read from the scalp with electroencephalography (EEG), a method that records electrical activity through small sensors.

The neuroscientist Anne-Lise Giraud, working with David Poeppel, proposed that these rhythms lock onto the rhythms of speech and act as a kind of packaging department. In an influential 2012 review, they argued that slower and faster oscillations parcel incoming speech into units of the right size, syllables and individual sounds, so the brain can decode them.16

The fit is almost suspiciously neat. People speak at roughly four to five syllables a second; the brain’s theta rhythm runs at about four to eight cycles a second. Faster gamma rhythms, at dozens of cycles a second, keep pace with individual speech sounds. An earlier study led by Giraud, pairing EEG with brain scanning, found gamma-range activity tracked best with the left auditory cortex and theta-range activity with the right, and that both were tied to the region that controls the mouth.17 Listening and speaking, it turns out, keep the same clock.

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VIII.Templates, Predictions and Meaning

The brain does not merely measure sound. It compares, predicts and files. The Finnish psychologist Risto Näätänen and colleagues demonstrated this with a brain signal called the mismatch negativity (MMN), an automatic electrical “that’s not right” response that fires when a sound breaks a pattern, even when you are not paying attention.

Their central finding was that this response is shaped by your native language. The brain stores abstract versions of its own language’s speech sounds, which Näätänen called phoneme traces. They form rapidly after birth and are working by six to twelve months of age.18 Adults, happily, are not locked in. In a study from the University of Turku, native Finnish speakers learned to hear an unfamiliar consonant distinction after just three days of listen-and-repeat training, and their automatic brain responses changed to match.19

Put plainly, the brain handles speech the way a good engineer handles a noisy signal: measure it, match it to the nearest stored category, snap it into place. That is why you hear a crisp “b” or “p” even though real voices produce a smeared continuum of timings in between.

From there, sounds travel to networks that assemble words, grammar and meaning. Much of what we know about where this happens began in Paris in 1861, when the surgeon Paul Broca examined the brain of a patient named Louis Victor Leborgne, who for years could say little but a single syllable, “tan.” After Leborgne’s death, Broca found damage in the left frontal lobe, and the region has carried Broca’s name ever since.2021 A few years later, the German neurologist Carl Wernicke described a region further back in the left hemisphere tied to understanding speech. Modern research shows a far more distributed network, but the principle stands: specific circuits handle specific stages of the calculation.

The Full Decoding Chain

  • Air: pressure waves built from harmonics and noise
  • Cochlea: a physical frequency analysis, sorting pitch by position
  • Auditory nerve: timed, all-or-nothing electrical spikes
  • Auditory cortex: brain rhythms chunk the stream into syllables and sounds
  • Stored templates: sounds matched to your language’s categories
  • Language network: sounds become words, words become meaning
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IX.Is the Whole World Code?

Once you have seen a word as an equation, it is difficult to unsee equations anywhere else. You are in distinguished company.

Music. The ancient Greek thinker Pythagoras is credited with noticing that pleasing intervals come from simple whole-number ratios. Halve a vibrating string and you get an octave (2:1). Two-thirds of the string gives a fifth (3:2). Harmony, beneath the velvet, is arithmetic.

Life. Your body is assembled from instructions written in deoxyribonucleic acid (DNA), an alphabet of just four chemical letters. Cells read them in groups of three, and because 4 × 4 × 4 = 64, there are exactly 64 possible “words,” called codons, mapped to 20 amino acids plus stop signals. Biologists translate DNA into protein with software such as the Swiss Institute of Bioinformatics’ Expasy Translate, much as a programmer compiles code.22

Nature’s patterns. Sunflower seeds and pinecone scales often spiral in counts drawn from the Fibonacci sequence (1, 1, 2, 3, 5, 8, 13, 21, 34, 55…), each new seed set about 137.5 degrees from the last, an angle tied to the golden ratio. Language obeys a numerical rule of its own: in large bodies of text, the most common word appears roughly twice as often as the second and three times as often as the third, a pattern known as Zipf’s law.

Measurement itself. Since 20 May 2019, every official unit of measurement on Earth has been defined by fixing seven constants of nature to exact numerical values, a decision of the General Conference on Weights and Measures, organized by the International Bureau of Weights and Measures (BIPM) near Paris.23 The second is now 9,192,631,770 vibrations of a cesium atom; the meter is set by the speed of light at exactly 299,792,458 meters per second; the kilogram by the Planck constant. Germany’s national metrology institute described it as giving every unit an especially firm foundation in the constants themselves.24 The International System of Units (SI) no longer rests on any physical object. It is pure number.

The universe as a computer. The German engineer Konrad Zuse, who built some of the world’s first programmable computers, went the whole distance. In his 1969 book Rechnender Raum (Calculating Space), he proposed that space itself might be a vast grid of tiny calculating cells, with the laws of physics as the program.25

Is he right? Does everything have a code? We declined to leave the question to dinner-party opinion and put it to the test.

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X.We Ran the Numbers

First, terms. Something “has a code” if a finite set of rules, an equation or a computer program, can fully produce it or predict it. With that definition in hand, Cat House Meow had an artificial intelligence (AI) model, Claude, write and run five mathematical tests in the Python programming language. Every figure below is real output from those runs.

Test 1: Can it be shrunk? Anything that follows rules can be described in fewer symbols than the thing itself; that is the entire business model of file compression. Pure randomness follows no rules and cannot be shrunk at all. We compressed three samples of identical size, 16,000 bytes each:

SampleCompressed toVerdict
One second of a synthesized “ee” vowel3.1% of originalHighly coded
The text of this article38.7% of originalPartly coded
Random noise from the computer’s hardware100.4% of originalNo code found

A spoken vowel is very nearly pure equation: 16,000 numbers fold down to under 500 bytes, because it is nothing but harmonics and formants, exactly as Section II promised. Language has patterns but also choices. And true noise refused to compress at all; the “compressed” file actually came out slightly larger, the digital equivalent of a cat that will not fit in the carrier.

Test 2: Does the universe hide a secret code? This is the main event. In quantum physics, pairs of “entangled” particles behave as a single unit even when separated. For decades physicists argued over whether each particle carries hidden instructions, a private code that settles its results in advance. The physicist John Bell devised a way to find out. Our program checked every one of the 16 possible hidden-instruction strategies two particles could carry. The best any of them can score on Bell’s test is exactly 2. Quantum mechanics predicts 2.83 (two times the square root of two).

Hidden code maximum = 2 · Quantum prediction = 2.83Any measured score above 2 means no hidden instruction sheet carried by the particles can explain the results.

Real experiments land above 2. The 2022 Nobel Prize in Physics went to Alain Aspect, John Clauser and Anton Zeilinger for experiments confirming it, and the Nobel committee concluded that quantum mechanics “cannot be replaced by a theory that uses hidden variables.”26 (Strictly, this rules out instructions carried locally by each particle; more exotic theories involving instant connections across distance remain under debate.) The practical upshot: individual quantum events appear to be genuinely random. The odds can be written as an equation. The single outcome cannot.

Test 3: Can we predict it forever? Some systems obey a perfectly simple equation and still cannot be forecast. We ran a famous one, the logistic map (x → 4x(1 − x)), from two starting points one part in a trillion apart. After just 37 steps, the two predictions had nothing in common. Doubling the precision merely doubles the forecast: 12 digits buys about 40 steps, 24 digits about 80, 48 digits about 159. The French mathematician Henri Poincaré ran into this wall in the 1890s, studying three bodies orbiting one another and finding their motion has no general closed-form solution.27 This is chaos. It has a code; you would simply need infinite precision to run it to the end.

Test 4: Are there more things than codes? Every program is a finite string of symbols, so programs can be counted. With 95 keyboard characters, there are about 1020 possible programs up to 10 characters long, about 10198 up to 100 characters and about 101,978 up to 1,000. Vast, but countable, one after another. The numbers between 0 and 1 are not countable, as the German mathematician Georg Cantor proved in the nineteenth century. Our program performed his signature trick: take any list of program-made numbers (we used π, e, √2 and seven others), alter the first digit of the first, the second digit of the second, and so on, and you build a new number, 0.2251584141…, that appears nowhere on the list. Extend the list as long as you like; the trick always leaves numbers out. The conclusion is startling. Almost every number that exists can never be written down by any program or equation.

Test 5: Can checking replace proof? We tried a celebrated puzzle, the Collatz problem: take any number, halve it if even, triple it and add one if odd, repeat. Does every number eventually reach 1? Our program checked every number from 1 to 1,000,000. All of them arrive (the slowest, 837,799, takes 524 steps). Yet as of this writing there is no accepted proof that it holds for every number. A million successes are not a proof, and, as the next section shows, mathematics has proven that some questions can never be settled by any program at all.

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XI.The Ancient Calculators

Modern computers are a recent convenience. The question of whether the world can be counted is several thousand years older, and it was asked with clay, papyrus, knotted string and bronze gears. So we did something no peer reviewer requested: we handed the numbers in this article to history’s great mathematical cultures and ran them again using each culture’s own system, with the AI doing the arithmetic their way, step by step.

Babylon: base 60, in clay. The Babylonians of ancient Mesopotamia counted in sixties, which is why an hour still has 60 minutes and a circle 360 degrees. They were frighteningly good at it. A clay tablet known as Plimpton 322, dated to roughly 1822 to 1762 BC, holds fifteen rows of ratios that mathematicians at the University of New South Wales in Sydney argued in 2017 amount to “the world’s first trig table,” and an exact one.28 A smaller tablet, YBC 7289, records the square root of 2 as 1;24,51,10 in base 60, which works out to 1.41421296, off from the true value by six ten-millionths.29 We ran the Babylonian averaging method (guess, divide, average, repeat) starting from 1. On the third step it produced 1;24,51,10, the very digits on the tablet. In Babylonian notation, the vocal-tract resonance from Section III, 504.41 Hz, becomes 8,24;24,42, and the quantum score of 2.83 becomes 2;49,42,20. Then came the instructive failure. The fine-structure constant, 1/137, written in base 60 begins 0;0,26,16,38,32,24 and never ends, because 137 shares no factor with 60. The Sydney researchers made a related point: some of the tablet’s ratios could not be written exactly in base 60, so the scribes worked around them. Babylon met the edge of its code four thousand years ago.

Egypt: doubling and unit fractions. The Rhind Papyrus, copied by the scribe Ahmes and dated to roughly 1680 to 1620 BC, contains 87 problems with solutions.30 Egyptian scribes multiplied by doubling and wrote nearly every fraction as a sum of unit fractions, one over something.31 Done their way, the genetic code checks out: 16 doubled is 32, doubled again is 64, so 16 × 4 = 64 codons. A rough calendar of 235 months of 29 days each comes to 6,815 days, assembled from the doubled rows for 16, 8, 4 and 1. Egypt’s rule for a circle’s area, a square with sides eight-ninths of the diameter, implies a value of π of 256/81, about 3.1605, only 0.6% high.30 Dark matter’s 26.8% of the universe becomes, in scribe’s terms, 1/4 + 1/56 + 1/7000, exactly. But the square root of 2 refuses to settle. We ran Egyptian unit fractions on it for six terms, 1 + 1/3 + 1/13 + 1/253 + 1/218,201 + …, and the denominators exploded past twenty-two digits with a remainder still left over. It never closes.

Greece: the first proof that something cannot be written down. The Greeks discovered that the square root of 2 cannot be written as a ratio of two whole numbers, the earliest known proof that some quantity has no exact “code” in the number system of its day. Archimedes then attacked π by trapping a circle between polygons, doubling the sides from 6 to 96, and concluded π lies between 223/71 and 22/7.32 We ran his procedure: 3.0 to 3.46 at six sides, narrowing to 3.141032 to 3.142715 at ninety-six. A cage, never a capture. The Greeks also built the finest calculating machine of the ancient world, the Antikythera mechanism, a hand-cranked bronze device from the first century BC with an estimated 35 gears that predicted eclipses and tracked the Moon using cycles inherited from Babylon.33 Its Metonic gearing encodes the fact that 235 lunar months nearly equal 19 years. We checked: 235 months come to 6,939.69 days and 19 years to 6,939.60. A discrepancy of about two hours over nineteen years, from bronze.

China: polygons and a fraction for the ages. Liu Hui pushed the polygon method to 3,072 sides and obtained 3.14159; Zu Chongzhi, who lived from 430 to 501, gave π as 355/113.34 Run today, Liu Hui’s 3,072-sided polygon yields 3.14159211, and 355/113 equals 3.141592920, wrong only in the seventh decimal place. Exquisite, and still a fraction standing in for a number that has none.

India: the invention of nothing. In 628, the astronomer Brahmagupta wrote the first known rules for calculating with zero as a number in its own right, along with a practical value for π of the square root of 10.35 That works out to 3.1623, close enough for building and astronomy. Indian place-value numerals, zero included, are the ancestors of every digit in this magazine and of the binary code that runs our tests: 64 codons, in binary, is 1000000.

Baghdad: the birth of the algorithm. In the ninth century, at the House of Wisdom in Baghdad, the Persian mathematician al-Khwarizmi wrote the treatise on al-jabr that gave us the word algebra, and his Latinized name, Algoritmi, gave us the word algorithm.36 Every test in Section X was an algorithm in the most literal sense. Using his completing-the-square method, the classic problem x² + 10x = 39 gives x = 3; applied to the chaos equation from Test 3, it locates the one point that never moves, x = 3/4.

The Maya: base 20, with zero, centuries early. The Maya counted in twenties using only three signs, a dot for one, a bar for five and a shell for zero, and used place value with zero in inscriptions from around the time of Christ, earlier than the Old World.37 Their calendar count runs 20 days to a uinal, 18 uinals to a 360-day tun, 20 tuns to a katun and 20 katuns to a baktun.37 Converted to that count, the day this article was finished, 16 October 2026, is 13.0.14.0.7 (using the most common correlation; a rival correlation, two days different, gives 13.0.14.0.5). In Maya numerals, the half-life of carbon-14, 5,730 years, is 14.6.10; the busy beaver number 47,176,870 is 14.14.17.2.3.10; and the 9,192,631,770 cesium vibrations that define a second are 7.3.12.13.18.19.8.10. The Dresden Codex, one of the few surviving Maya books, tracks Venus on a 584-day cycle, five of which make 2,920 days, exactly eight 365-day years. The true average is 583.92 days, an error of about 0.08 day per cycle, and the Maya built correction points into the table to keep it aligned.38 They had no fractions, so they corrected the code instead.

The Inca: numbers in knots. The Inca recorded censuses, taxes and supplies on quipus, cords knotted in a standardized base-10 system: units nearest the bottom, then tens, hundreds and thousands, with knot type and position carrying the value.39 On a quipu, 5,730 is five knots, seven knots, three knots and an empty space where the units would go. Some quipu patterns probably encoded formulas whose meaning has since been lost.39

What the Ancient Rerun Showed

  • Every culture could encode the codable. Counts, cycles and measurements translate perfectly into base 60, base 20, base 10 knots, doubling or gears. The genetic code is 64 in every system.
  • Every culture hit the same walls. The square root of 2 never ends in Egyptian fractions; 1/137 never ends in base 60; π could only be caged, by Egypt, Greece, China and India alike, never captured.
  • The edge of the code is not a modern discovery. It was found, again and again, by people working in clay, papyrus, string and bronze.
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XII.What Cannot Be Broken Down Into Code

Combine the tests with the research and a precise list emerges. It sorts into three groups, and the distinctions matter.

Proven Impossible: These Can Never Be Fully Coded

  • The exact moment a single atom decays. Carbon-14, the atom behind carbon dating, has a half-life of about 5,730 years, an exact equation for a crowd. For any one atom, no equation says when. Quantum events of this kind are genuinely random.26
  • The result of measuring one entangled particle. Which way a single photon’s polarization comes out in a Bell experiment cannot be calculated in advance; only its odds can (Test 2).26
  • Almost every number. Programs are countable; numbers are not (Test 4).
  • Chaitin’s constant, known as Omega. A specific, perfectly well-defined number: the probability that a randomly generated program eventually stops. It exists, yet it is mathematically random and uncomputable. Researchers at the University of Auckland have pinned down about 40 of its binary digits for particular machines, and it is proven that no method can ever compute more than finitely many.40
  • Whether a program will ever finish. The “halting problem”: it is proven that no program can answer this correctly for every program.41 Code cannot fully predict code.
  • The busy beaver numbers. They ask how long the longest-running simple program of a given size can run before stopping. The fifth was finally settled in 2024 at 47,176,870 steps, by an international collaboration of online volunteers who verified the proof by computer, ending a roughly 60-year hunt.42 But the series as a whole grows faster than anything any program can calculate, a direct consequence of the halting problem.
  • Whether a whole-number equation has a solution. David Hilbert asked in 1900 for a general method to decide this. The Russian mathematician Yuri Matiyasevich of the Steklov Institute completed the proof, in 1970, that no such method can exist. The problem is formally undecidable.43
  • Mathematics proving its own consistency. In 1931, the Austrian logician Kurt Gödel, working in Vienna, proved that any rule system strong enough for ordinary arithmetic contains true statements it cannot prove, and cannot prove that it is free of contradictions.44 Mathematics cannot fully code itself.
  • The continuum hypothesis. Is there a size of infinity between the counting numbers and all the real numbers? Gödel showed in 1938 that the standard rules of mathematics cannot disprove it; Paul Cohen showed in 1963 that they cannot prove it either. It is independent of those rules entirely.45

Coded in Principle, Impossible in Practice

  • The weather on a specific day more than about two weeks out. European forecasting scientists describe predicting particular days beyond two weeks as extremely challenging if not impossible, though large-scale patterns such as El Niño can be forecast much further ahead.46
  • The positions of the planets beyond about 60 million years. Astronomer Jacques Laskar of the Paris Observatory found in 1989 that the inner planets’ orbits are chaotic and become unpredictable on that horizon, even though the Solar System as a whole remains remarkably stable.47
  • Three bodies orbiting one another, over the long run. Poincaré’s discovery: no general closed-form solution exists (Test 3).27
  • Turbulence. The churn of a river rapid, the curl of rising smoke, the eddies behind an airplane wing. The governing equations are known; long-range prediction of the exact swirl is not.

Not Yet Coded: Unknown, but Not Proven Impossible

  • Dark matter and dark energy, about 95% of the universe. The European Space Agency’s Planck satellite puts ordinary matter, everything made of atoms, at just 4.9%. Dark matter is 26.8% and dark energy 68.3%.48 We can measure their pull. Nobody has the equation for what they are.
  • The center of a black hole and the first instant of the Big Bang. Both require gravity and quantum physics to work together, and no one has joined Einstein’s general relativity and quantum mechanics into a single theory. Physicists at Germany’s Max Planck Institute call it “one of the biggest open problems in physics.”49
  • Why nature’s constants have the values they do. The fine-structure constant, which sets the strength of electricity and magnetism, is about 1/137. It is measured to extraordinary precision, yet as researchers at the University of Hamburg noted in July 2026, why it has that particular value remains unanswered.50
  • What experience feels like. Science can map which neurons fire when you see scarlet or smell musk. It cannot yet write the equation for what that scarlet is like to you, or what love feels like, or what a cat feels when it purrs. Philosophers call these private qualities qualia, the basic building blocks of consciousness, accessible only to the one experiencing them.51

Impossible, or Simply Not Yet Discovered?

  • The first group is closed for good. These are mathematical proofs, not gaps in knowledge. No future discovery, cleverer AI or quantum computer gets around them. Add new rules to settle one of Gödel’s unprovable statements and the larger system immediately produces new ones. The continuum hypothesis carries one footnote: it is undecidable under today’s standard rules, and mathematicians debate whether new rules should be adopted.
  • Quantum randomness is the one with an escape hatch. Bell experiments prove particles carry no hidden instruction sheets of their own. Theories in which distant particles stay instantly connected could still run on hidden rules. Few physicists use them, but none has disproved them, so this is the strongest current evidence rather than a pure proof.
  • The second group is a limit of precision. The equations exist and better tools will push forecasts further, but perfect prediction would require infinitely precise measurement.
  • The third group is genuinely open. Dark matter could be identified in a laboratory next year. The value 1/137 might be derived one day, or prove to be simply what it is. Consciousness divides scientists: some expect neuroscience to explain it, others think the inner feel of experience lies beyond any equation.
❀

XIII.A Number on Everything

Here is the subtlety that makes this list less bleak than it sounds. Even the things that cannot be coded still come with numbers attached.

  • A single atom will not tell you when it will decay, but a carbon-14 atom has precisely a 50% chance of doing so within 5,730 years.
  • Chaitin’s Omega is itself a number, and about 40 of its binary digits are known. The rest exist; they simply can never be calculated.
  • Uncomputable numbers are, after all, numbers. They just have no formula.
  • The weather is all numbers, temperature, pressure, wind speed, and even its unpredictability has a figure: how quickly forecast errors double.
  • Dark matter and dark energy remain mysterious, yet we know their shares of the universe to a decimal point: 26.8% and 68.3%.
  • The fine-structure constant is a mystery that is itself a number, about 1/137.
  • Gödel’s unprovable statements came with numbers too. His proof worked by giving every mathematical statement a number of its own.

The catch is that a number can always be attached to anything, the way a barcode can be stuck on any product. A barcode tells you which product it is. It does not tell you how it tastes. Consciousness is the clearest case: brain-wave frequencies, reaction times in milliseconds and pain rated from one to ten are all numbers about the experience. None of them is the experience. So the precise statement is this: numbers attach to nearly everything, even what cannot be coded. What cannot always be done is to turn those numbers into a rule that explains or predicts the thing completely.

Everything wears a number. Not everything can be reduced to one.
❀

XIV.Still Discovering

None of this is finished, and much of it is younger than you might think. A sample from the last decade alone:

  • 2015: adults shown to grow new speech-sound templates in the brain in just three days.19
  • 2017: a 3,800-year-old Babylonian tablet reinterpreted as the world’s first exact trigonometric table.28
  • 2019: every unit of measurement on Earth redefined by constants of nature.23
  • 2022: a Nobel Prize for proving particles carry no hidden instruction sheets.26
  • 2023: new work at the Paris Observatory on why the chaotic Solar System nonetheless holds together.47
  • 2024: the fifth busy beaver number settled after roughly 60 years.42
  • 2026: in July, a new clue to why the fine-structure constant takes the form it does.50

The ancient record is still being read, too. The Antikythera mechanism’s gearing has been reconstructed only in part, with several of its gears inferred rather than found.33 The meaning of some quipu patterns has been lost and not yet recovered.39 Scholars still debate how the Maya corrected their Venus table.38 The cats of Lund are still being recorded.13 And dark matter, 26.8% of everything, is still being hunted. Every item on today’s “not yet coded” list may be tomorrow’s equation, and every equation in this article was, at some point, something nobody knew.

The Verdict

Almost everything we can measure, from a vowel to a strand of DNA to the speed of light, can be broken down into equations and code, and the great mathematical cultures of Babylon, Egypt, Greece, China, India, Baghdad, the Maya and the Inca could encode it too, each in its own system. Nearly everything also carries a number, even what cannot be coded. But not everything reduces to a rule. Mathematics has proven that some things never will: the single quantum event, almost every number, Chaitin’s Omega, the halting problem and certain truths of mathematics itself. Chaos puts the far future of weather and planets permanently out of practical reach. And dark matter, dark energy, the marriage of gravity and quantum physics, the value of 1/137 and the inner feel of experience have no code yet, which is not the same as never. The ancients found the edge of the code in clay and bronze; we are still mapping it. The most elegant part? We only know where the code runs out because of math.

❀

XV.The Takeaway

When you speak, you are performing physics. Your lungs supply the energy, your vocal folds generate a harmonic series, and your tongue, jaw and lips re-tune a 17-centimeter resonating tube dozens of times a second. The person across from you runs that physics in reverse: a frequency analysis in the cochlea, a stream of timed pulses along a nerve, rhythmic chunking in the cortex, a match against stored templates and, finally, meaning.

None of it feels like math. It feels like conversation, like laughter, like a cat negotiating dinner. But beneath every word is a precise, measurable equation, and inside every listener is a decoder that solves it faster than any computer could until very recently. Your voice is code. Most of the world is code. And at the edges, where randomness, infinity and experience live, the code runs out, and mathematics can tell you precisely where.

Galileo said the book of nature is written in mathematics. He may never have guessed that we read it aloud to one another every day, or that the same mathematics would one day show us the pages it can never write.

From The Cat House Foundation

No equation yet captures what a cat feels when it purrs, so we do the next best thing: we listen. The Cat House Foundation supports sanctuary care and conservation for domestic and wild cats, and invites every reader to pay closer attention to the creatures who share our homes and our planet. Every meow is a message. Every message deserves an answer.

#PleasureWithPurpose #CatHouseMeow #WhiskersApproved #LuxuryUnleashed

Endnotes

  1. Nonjamba, Z. M., “Sofisticação Matemática em tempos pré-históricos antes da escrita,” Cuíto Cuanavale University (Angola) and University of Coimbra (Portugal), published by the State University of Paraíba, Brazil (ISSN 1981-6979). revista.uepb.edu.br
  2. “Zehn Jahre Weltdokumentenerbe: Himmelsscheibe von Nebra,” Informationsdienst Wissenschaft (idw), Germany, 16 June 2023. idw-online.de
  3. Merz, A., “Himmelsscheibe von Nebra: was sie zeigt – und wie du es siehst,” Sterngucker, Germany, updated 1 October 2026. sterngucker.de
  4. “Baudhayana: The Original Mathematician Behind Pythagoras Theorem,” Sanskriti Magazine, India, 2014. sanskritimagazine.com
  5. Geng, J., “Mathematical Recreation (III): Luoshu Theorem and Its Application,” Natural Science Journal of Hainan University 26(4), 2008, Hainan University, China. hndk.hainanu.edu.cn
  6. “Babylonians used geometry to track Jupiter,” Ishtar TV, 2016, on the research of Mathieu Ossendrijver, Humboldt University of Berlin. ishtartv.com
  7. Ulacco, A., “Sulle tracce di Pitagora: temi filosofici e riflessioni storiografiche,” Department of Philosophy, Sapienza University of Rome, with Aristotle, Metaphysics A, 985b–987b. dipfilosofia.web.uniroma1.it
  8. Galileo Galilei, Il Saggiatore (1623), passage on the book of nature, reproduced in course materials, Department of Mathematics, Sapienza University of Rome. mat.uniroma1.it
  9. Chiba, T. and Kajiyama, M., The Vowel: Its Nature and Structure, Tokyo-Kaiseikan, Tokyo, 1941. Catalog record, CiNii (National Institute of Informatics, Japan). ci.nii.ac.jp
  10. Arai, T., Acoustic Phonetics Demonstrations: vowel production and Chiba and Kajiyama’s vocal-tract models, Sophia University, Tokyo. splab.net/apd/g200
  11. “The Gunnar Fant Legacy in the Study of Vocal Acoustics,” 10th French Acoustics Congress (CFA 2010), HAL open archive, France. hal.utc.fr
  12. Arai, T., Acoustic Phonetics Demonstrations: source-filter theory and the four sound sources of speech, Sophia University, Tokyo. splab.net/apd/g500
  13. Schötz, S., Eklund, R. and van de Weijer, J., “Melody in Human–Cat Communication (Meowsic),” Lund University and Linköping University, Sweden. lucris.lub.lu.se
  14. “Cats imitate owners’ voices, Swedish researcher finds,” The Local (Sweden), 13 March 2019. thelocal.com
  15. The Nobel Prize in Physiology or Medicine 1961, Georg von Békésy, biographical record, Nobel Prize Outreach, Stockholm. nobelprize.org
  16. Giraud, A.-L. and Poeppel, D., “Cortical oscillations and speech processing: emerging computational principles and operations,” Nature Neuroscience 15(4), 2012, pp. 511–517. Archive ouverte, University of Geneva. archive-ouverte.unige.ch
  17. Giraud, A.-L. et al., “Endogenous Cortical Rhythms Determine Cerebral Specialization for Speech Perception and Production,” Neuron 56(6), 2007, pp. 1127–1134. Danish Research Centre for Magnetic Resonance. drcmr.dk
  18. “The speech multi-feature MMN,” Biologia Futura 75, 2024, pp. 145–158, reviewing Näätänen et al. (1997) and the development of phoneme traces. Repository of the Library of the Hungarian Academy of Sciences. real.mtak.hu
  19. Tamminen, H., Peltola, M. S., Kujala, T. and Näätänen, R., “Phonetic training and non-native speech perception: New memory traces evolve in just three days,” International Journal of Psychophysiology 97(1), 2015, pp. 23–29. University of Turku, Finland. research.utu.fi
  20. Dehaene, S., course “Représentation cérébrale des structures linguistiques” (2015), session on Broca’s patient Leborgne, Collège de France, Paris. college-de-france.fr
  21. “Paul Broca y sus Aportes a la Neurociencia,” History of Medicine, journal of the National Academy of Medicine of Colombia, via encolombia. encolombia.com
  22. Expasy Translate tool, Swiss Institute of Bioinformatics, Lausanne. web.expasy.org/translate
  23. Resolution 1 of the 26th General Conference on Weights and Measures (2018), “On the revision of the International System of Units (SI),” International Bureau of Weights and Measures (BIPM), Sèvres, France. bipm.org
  24. “A revolution in the System of Units, starring the fundamental constants,” Physikalisch-Technische Bundesanstalt (PTB), Germany’s national metrology institute. ptb.de
  25. Zuse, K., “Discrete Mathematics and Rechnender Raum (Computing Space),” Technical Report TR 94-10, Konrad-Zuse-Zentrum für Informationstechnik Berlin, 1994. opus4.kobv.de
  26. The Nobel Prize in Physics 2022, press release, Royal Swedish Academy of Sciences, Stockholm. nobelprize.org
  27. Chenciner, A., “Poincaré and the Three-Body Problem,” Séminaire Poincaré XVI (2012), pp. 45–133, Observatoire de Paris and Université Paris VII. seminaire-poincare.pages.math.cnrs.fr
  28. “The Changing History of Maths,” The Update, Australian Mathematical Sciences Institute (AMSI), on Mansfield and Wildberger, “Plimpton 322 is Babylonian exact sexagesimal trigonometry,” Historia Mathematica 44(4), 2017, University of New South Wales (UNSW), Sydney. amsi.org.au
  29. Murrell, P., “Case study: YBC 7289,” Introduction to Data Technologies, University of Auckland, course text hosted by the Vienna University of Economics and Business. statmath.wu.ac.at
  30. “Le papyrus Rhind ou papyrus Ahmès,” Encyclopédie Larousse, Paris. larousse.fr
  31. Gairín Sallán, J. M., “Una interpretación de las fracciones egipcias desde el recto del papiro de Rhind,” Llull 24 (2001), pp. 649–684, University of Zaragoza, Spain. documat.unirioja.es
  32. Tavares, J. N. and Geraldo, Â., “Pi (π),” Revista de Ciência Elementar 5(1), 2017, University of Porto and Casa das Ciências, Portugal. casadasciencias.org
  33. Spinellis, D., “The Antikythera Mechanism: A Computer Science Perspective,” 2008, Athens University of Economics and Business, Greece. dmst.aueb.gr
  34. “Ludolf’s number in China,” on Liu Hui and Zu Chongzhi, Priklady.eu, Slovakia. priklady.eu
  35. “BrahmaGupta, Mathematician Par Excellence,” Sanskriti Magazine, India, 2014. sanskritimagazine.com
  36. “Cómo al-Juarismi dio origen a la palabra ‘algoritmo’ hace 1.200 años,” Prensa Mercosur, 1 March 2026. prensamercosur.org
  37. Teeple, J. D., “Astronomía Maya,” Spanish edition and notes by César Lizardi Ramos, Anales del Museo Nacional de México, National Institute of Anthropology and History (INAH), Mexico. revistas.inah.gob.mx
  38. Paxton, M., “Iconografía Solar en el Esquema de Venus del Códice Dresde,” 49th International Congress of Americanists, Quito, Ecuador, 1997, via Equipo NAyA, Argentina. equiponaya.com.ar
  39. Basso, A., “Comunicare e scrivere con i fili: l’incredibile linguaggio dei Quipu nel Perù precolombiano,” Geopop, Italy, 25 August 2025. geopop.it
  40. Calude, C. S. and Dinneen, M., “Exact Approximations of Omega Numbers,” Centre for Discrete Mathematics and Theoretical Computer Science (CDMTCS) Research Report 293, University of Auckland, New Zealand, 2006. researchspace.auckland.ac.nz
  41. The Open Logic Project, “The Halting Problem,” open-access logic textbook (Creative Commons). builds.openlogicproject.org
  42. “BB(5),” Busy Beaver Challenge (bbchallenge), international collaborative research project, proof completed 2024. wiki.bbchallenge.org
  43. Matiyasevich, Y., “Some recent development aroused from Hilbert’s tenth problem,” Steklov Institute of Mathematics, St. Petersburg, hosted by the Algorithms, Complexity and Logic Laboratory (LACL), Université Paris-Est Créteil. lacl.fr
  44. Aigner, F., “Dieser Satz ist falsch” (This Sentence Is False), on Kurt Gödel’s 1931 incompleteness theorems, Vienna University of Technology (TU Wien), 23 June 2014. tuwien.at
  45. “Continuum hypothesis,” Knowino encyclopedia archive, hosted by the Theoretical Chemistry group, Radboud University, Nijmegen, the Netherlands. theochem.ru.nl
  46. Buizza, R., Leutbecher, M. and Thorpe, A., “Living with the butterfly effect: a seamless view of predictability,” Newsletter No. 145 of the intergovernmental European Centre for Medium-Range Weather Forecasts (ECMWF), 2015, catalogued by the Météo-France library, Toulouse. bibliotheque.meteo.fr
  47. “Why is the Solar System so stable?”, Observatoire de Paris – PSL, on the work of Jacques Laskar, Federico Mogavero and colleagues, 2023. observatoiredeparis.psl.eu
  48. “Planck reveals an almost perfect universe,” Max Planck Institute for Astrophysics, Garching, Germany, reporting European Space Agency (ESA) Planck results. mpa-garching.mpg.de
  49. Kiefer, C., “Quantum gravity: what are the problems?”, Max Planck Institute for Mathematics in the Sciences, Leipzig. mis.mpg.de
  50. “The Magic Number of Physics, and a New Clue to Its Origin,” Cluster of Excellence Quantum Universe, University of Hamburg, 16 July 2026. qu.uni-hamburg.de
  51. “Qualia,” Lexikon der Biologie, Spektrum der Wissenschaft, Heidelberg. spektrum.de

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AUTHOR: The Cat House Magazine

Cat House Meow Magazine is the flagship publication of Cat House — where investigative journalism, science, wellness, and luxury lifestyle collide under one philosophy: pleasure with purpose. Meet our Cat House Kittens, the models and brand ambassadors bringing each story to life, explore more on Cat House Live, and discover how every story fuels The Cat House Foundation's mission for animal welfare and community good.

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