← Back to Library

The infinite pattern that never repeats

Most video essays on geometry start with shapes you'll find in a textbook. Derek Muller starts somewhere more interesting: with a 400-year-old scientist who believed the universe had hidden geometric harmony, and whose guesses led to one of the most surprising discoveries in modern physics.

The Kepler Connection

Muller begins by visiting Prague's Kepler Museum, but the real story isn't tourist history — it's what Kepler guessed about the solar system that turned out to be wrong in all the right ways. "Kepler is most famous for figuring out that the shapes of planetary orbits are ellipses," Muller writes, "but before he came to this realization he invented a model of the solar system in which the planets were on nested spheres separated by the platonic solids."

The infinite pattern that never repeats

This matters because it shows how scientific intuition sometimes works. Kepler was wrong about the specific mechanism — the Platonic solids don't actually determine planetary distances — but he was right that geometry hides inside nature's most complex structures. Muller uses this to set up his real target: a pattern that never repeats, and what it means for physics.

The Tiling Problem Gets Weird

The core of the piece turns to one of mathematics' most counterintuitive results: there are shapes that can only tile the plane non-periodically. "There are an infinite number of shapes that can tile the plane periodically or non-periodically," Muller observes, then immediately complicates the claim by noting that some arrangements work locally but fail globally.

This is where the story gets strange. Muller explains Wang's conjecture — which held that if tiles could tile the plane, they must do so periodically — was "false." His student Robert Berger found a set of 20,426 tiles that "could tile the plane but only non-periodically." The number itself is almost comical: twenty thousand tiles, and none of them can ever form a repeating pattern. Muller frames this as a puzzle, which it is, but it's also a revelation about how pattern works in mathematics.

A finite set of tiles can tile all the way out to infinity without ever repeating the same pattern.

The Penrose Revelation

The real breakthrough came when mathematicians stopped asking what shapes could tile and started asking what shapes must — and found that just two pieces could fill an entire plane non-periodically. "Just two tiles go all the way out to infinity without ever repeating," Muller writes, and this lands because it sounds impossible until you see the diagrams.

Muller then does something visually powerful: he prints up two copies of the same Penrose pattern on transparency, overlays them, and shows that "the resulting interference you get is called a moire pattern where it is dark the patterns are not aligned." The light spots move as he rotates the layers. It's one of those moments where geometry becomes visible — and Muller clearly loves it.

The Golden Ratio Appears (And It Shouldn't)

What happens next is the part that feels like magic. When Muller counts up all the kites and darts in a particular pattern, "I get 440 kites and 272 darts. Does that ratio ring any bells? Well if you divide one by the other you get 1.618 that is the golden ratio."

This is the piece's most stunning claim: an irrational number — the most irrational of constants, actually — appearing in a tiling pattern that never repeats. "The fact that the ratio of kites to darts approaches the golden ratio an irrational number provides evidence that the pattern can't possibly be periodic," Muller writes. If it were periodic, the ratio could be expressed as two whole numbers. But here it's forever stuck in the middle of the Fibonacci sequence: 13 shorts and 21 longs appear in any section you check.

Critics might note this requires some careful reading — the golden ratio appears because Penrose deliberately constructed pieces from pentagons, which carry five-fold symmetry naturally. It's not magic; it's geometry built into the tiles. But Muller doesn't oversell it, and that restraint makes the reveal hit harder.

The Quasi-Crystal Question

The final turn is where Muller connects pure math to physical reality. "Crystals are built by putting atoms and molecules together locally," he writes, "whereas Penrose tilings well they seem to require some sort of long range coordination." This is the tension: how could nature produce something that seems to need global coordination when crystals form from local rules?

The answer comes from two places at once — Paul Steinhardt's computational simulations in the early 1980s and Dan Shechtman's actual material made of aluminum and manganese. "When he scattered electrons off his material this is the picture he got it almost perfectly matches the one made by steinhardt." The pattern with rings of 10 points reflecting the five-fold symmetry appeared independently in both work. Quasi-crystals exist, and Penrose tilings describe their structure.

Bottom Line

Muller's strongest move is showing that patterns which seem purely abstract — aperiodic tilings, irrational ratios, five-fold symmetry — have physical consequences we didn't expect. The piece's vulnerability is its pacing: the jump from Kepler's historical guesses to quasi-crystals happens fast, and some viewers will need time to breathe between these ideas. But that's also where the excitement lives. What comes next is wondering whether there are other patterns hidden in nature that we've never looked for.

Deep Dives

Explore these related deep dives:

Sources

The infinite pattern that never repeats

by Derek Muller · Veritasium · Watch video

a portion of this video was sponsored by lastpass this video is about a pattern people thought was impossible and a material that wasn't supposed to exist the story begins over 400 years ago in prague i'm now in prague and the czech republic which is perhaps my favorite european city that i've visited so far i'm going to visit the kepler museum because he's one of the most famous scientists who lived and worked around prague i want to tell you five things about johannes kepler that are essential to our story number one kepler is most famous for figuring out that the shapes of planetary orbits are ellipses but before he came to this realization he invented a model of the solar system in which the planets were on nested spheres separated by the platonic solids what are the platonic solids well they are objects where all of the faces are identical and all of the vertices are identical which means you can rotate them through some angle and they look the same as they did before so the cube is an obvious example then you also have the tetrahedron the octahedron the dodecahedron which has 12 pentagonal sides and the icosahedron which has 20 sides and that's it there are just five platonic solids which was convenient for kepler because in his day they only knew about six planets so this allowed him to put a unique platonic solid between each of the planetary spheres essentially he used them as spacers he carefully selected the order of the so that the distances between planets would match astronomical observations as closely as possible he had this deep abiding belief that there was some geometric regularity in the universe and of course there is just not this two kepler's attraction to geometry extended to more practical questions like how do you stack cannonballs so they take up the least space on a ship's deck by 1611 kepler had an answer hexagonal close packing and the face centered cubic arrangement are both equivalently and optimally efficient with cannonballs occupying about 74 percent of the volume they take up now this might seem like the obvious way to stack spheres it is the way that oranges are stacked in the supermarket but kepler hadn't proved it he just stated it as fact which is why this became known as kepler's conjecture ...