
Creativity, Combinatoric & Patterns Of Possibility- Nancy Hillis, MD & Bruce Sawhill, PhD
The following blog post is constructed from conversations between myself and my partner, Dr. Bruce Sawhill, Stanford educated theoretical physicist and mathematician.
Creativity, Combinatorics and Patterns of Possibility
There are certain concepts in mathematics that are beguilingly simple, easily accessible, and amazingly general.
One of these is combinatorics. It is the study of counting patterns. It is the answer to the question, “How many different patterns can I make with these basic elements?”
Understanding combinatorics doesn’t require understanding calculus, statistics, or other branches of advanced mathematics. Delving deep into it uses all of those subfields and more, but the price of admission is low.
All you need is the ability to count and recognize patterns. Even a very young child has an intuitive feel for this.
Have you ever seen a child’s book with pictures of several things and the question, “Which of these is different from the others?” The illustration might show three types of birds and a dog.
This is about categorizing and becoming aware of patterns.
In the previous blog post about artificial intelligence, we talked about putting things into categories.
The ability to perceive and differentiate patterns is deep in our DNA.
Like so many other things in life, this ability to recognize patterns is key to survival and therefore evolution. Noticing patterns that are beneficial to us and differentiating them from patterns that are hazardous to us and being able to do this quickly is an essential life skill.
Much of this is taught, but it takes advantage of the fertile soil of cognizance that has evolved to the task.
Combinatorics is relevant to art and creativity, because at their root they are about patterns.
We see patterns everywhere-–patterns of color, patterns of value, patterns of musical pitches and textures, patterns of words and sentences, patterns of movement in dance.
Combinatorics is a pathway into vast possibility
Enormous numbers of patterns are easily created. Astronomical numbers of patterns can be generated without the inconvenience of space travel.
Here’s an example: Imagine you are putting books on a shelf. Let’s say you start with a pile of three books. You have three possibilities of which book you choose to place first.
You’ve chosen your first book and now you have two books left and therefore two choices for which one you place on the shelf next.
After you place your second book, you only one book left.
All in all, you have 3 x 2 x 1 choices, or six ways to arrange the books on the shelf.
You can convince yourself of this if you still would like convincing by figuring out all of the unique ways to write down the numbers 1, 2, and 3 (numbers standing in for book titles) such that you have three numbers in a row with no repeats.
For example:
- 1, 2, 3
- 1, 3, 2
- 2, 1, 3
- 2, 3, 1
- 3, 1, 2
- 3, 2, 1
This product of a descending series of numbers is written N!, where N is the top number and the exclamation mark is called “factorial” or sometimes “bang.”
The result of six is mildly interesting, but it seems like nothing to write home (or write a blog post) about.
So let’s make the problem juicier by saying you have a box full of books, perhaps 50.

Books
Now the number of patterns is equal to 50 x 49 x 48 x 47 x 46….. 3 x 2 x 1.
That’s going to be a bigger number than six but how much bigger?
Wait for it…
30,414,093,201,713,378,043,612,608,166,064,768,844,377,641,568,960,512,000,000,000,000
I’m not even know how to say that astronomical number!
Maybe you don’t care about all of the possible patterns of book titles and just want to group the books by color. This will reduce that huge number above, because, for example, a case where red book A is in position 7 and red book B is in position 8 doesn’t count as different from a situation where the books are reversed.
It’s still two red books in a row. Grouping cuts down that enormous number above, so that big number is essentially an upper limit.
So now we see that introducing not only color but symmetry reduces the number of possibilities.
What does this mean for creativity?
You brought in constraints, in this case color and symmetry, and constraints are powerful for creativity.
Why is constraint a potent force in creativity?
The answer is complicated.
It reminds me of a conversation I overheard at a cocktail party. One person, flummoxed by the carrying on of an arrogant pedant, asks his friend, “Is Kafkaesque bad or good?”
Well, giving a cogent answer requires further discussion.
Imagine two extremes of patterns: random and regular
On one side, we have visual static, so called “TV snow.”

TV Snow
A vast number of patterns is viewed in quick succession, but they have a quality of sameness to them.
Each pattern is different, but the difference does not convey meaning or information to us and therefore our attention wanders.
It is because the patterns are structureless and without symmetries. There is a *statistical* sameness about them.
This same reasoning can be applied to sound- white noise is endlessly different but there’s paradoxically a sameness to it. The differences, though numerous, do not register.
On the other extreme is very high symmetry- the ticking of a metronome or a perfectly spherical form.

Metronome
These structures are so pure and ideal that they may be viewed with contempt as being too obvious or, like Platonic forms, too perfect and therefore static and uninteresting.
There is no surprise, no discovery involved in comprehending them. There is a kind of coldness of perfection.
For white snow, there is nothing about each individual pattern that lets you predict the next one whereas for the metronome you can predict what it’s going to be doing until the end of time.
So we have a spectrum that is problematic at both ends.
Novelty in the form of richness of pattern is not enough by itself, and the strictures of structure are equally dissatisfying if pursued single-mindedly.
This brings to mind one of my favorite quotes from Aristotle.
Any virtue taken to an extreme
becomes a vice.
Aristotle
Even a good thing, taken to the extreme, can become problematic.
A tale from architecture
Bruce has long been fascinated by architecture, and even studied it for a year at Stanford before the major was discontinued.
Right about then, he encountered a quote by Goethe stating that,
Architecture is frozen music.
Goethe
Bruce decided that he wanted the fresh rather than the frozen kind of music and eventually became a music major along with physics, but with a connection to architecture in that his chosen instrument, the pipe organ, is an architectural instrument.
It is said that the most important stop on an organ is the building.

Cathedral-Organ
This tends to acoustically favor buildings built with a million tons of stone, like European cathedrals.
The convenience of not having to carry your instrument around like a trombonist or cellist is counterbalanced by having to fly 5,000 miles to play under ideal circumstances.
But Bruce remained an armchair architect with a scientific bent of mind.
Why were some spaces architecturally interesting and others not? Like many before him, he became fascinated with proportion.
Bruce’s Story
I started to notice some mathematical properties of spaces, starting with a cafe on the coast of northern California about ten miles up the road. It had a sun-splashed south-facing dining room with a long row of clerestory windows that was preternaturally pleasant, even above and beyond the good breakfast food.
After looking at it enough times to make my way through the entire menu, it occurred to me that the length, width, and height of the room had a special property.
The proportions were roughly 11:5:3, which I confirmed by pacing it off, much to the amusement of the dining staff. I had to estimate the vertical part.
The interesting thing about those three numbers was that no one of them divided evenly into any other.
I believe that my mind stayed fascinated with the space because it could not simplify it by breaking it in halves or thirds. I started to notice this in other spaces as well.
The dining room I observed had no natural break points, so it had to be perceived holistically.
I believe human minds are built to comprehend by cognitive dividing and conquering. If they succeed in doing this, they internally mark the concept as “understood” and move on.
Deep art resists simple understanding.
Bruce Sawhill, PhD
When you buy a chocolate bar, it is scored so as to break into convenient pieces. This may be great for chocolate but it’s bad for art.
In art, we want surprise, not predictability or repetition.
Painters will tell you that making significant marks in the exact middle of a painting (like a horizon line) or placing figures either centrally or symmetrically renders a painting visually static and less compelling.
There are certainly exceptions that make a point of symmetry and repetition, such as asymmetrical symmetry, where there is symmetry yet you add a bit of asymmetry to make it surprising and visually interesting.
It seems that the mind is fascinated by complexity and un-resolvability.
Complexity of pattern has elements of both regularity and randomness.
There’s a dialogue between the contrasts- between the spontaneous and the considered- and hopefully one of them is dominant.
If there are equal amounts of regularity and randomness, it’s not as visually exciting.
It is almost as if whatever thought process generates the pattern needs to have enough randomness to qualify as creative and original, but enough structure to let the viewer, listener, or reader remember the structural details and capitalize on the spontaneity.
It doesn’t count if you can’t remember it, and some things are more memorable than others.
Combinatorics & The Middle Ground
In terms of combinatorics, there is a middle ground between utter dominance of symmetry like the metronome with only one pattern and TV static with a maximum amount of pattern.
The number of possible combinations of a small number of things is so enormous that we can afford to sacrifice some of that huge number to create something memorable.
Symmetries distinguish patterns from each other, such as grouping books or brushstrokes by color.
There is an intuitive feeling that structures that have some regularity in them are unlikely to occur randomly- perhaps we sense this because we embody structures such as the armature of our vertebrae and the exquisite architectural intricacies of our cells and our neural networks that are not random.
There’s a sense that something more than randomness is at work, namely intent and intelligence.
We look at such a creation and say, There’s no way that could have just happened by itself, it must have been imagined and brought to life by an author, composer, artist or creator.
We recognize our kindred humanity in works of creativity and know that we are home.
With gratitude from my studio to yours,
Nancy
P.S. NOW is the perfect time to create.
This is the existential moment–this is the time where we see what our life is about. We notice what is meaningful and alive for us.
You might be thinking…I’m just too blocked, too down, too scared or frozen….or even just shy….
You may be feeling that you can’t create now….
But I say to you that you’re a creator…you’re an artist and artists create.
And there are many ways to create and be creative….
Pair your explorations in your art studio with our Art of the Possible Book Series!
Loved this blog! I don’t even want to get going on the subject of “randomness” vs “intent”, despite saying that playing with those variables laid down very important ways for me to contemplate and conceptualize life at an early age.
Taking about grouping or “combinatorics” brought back some wonderful childhood memories for me. My grandmother was a seamstress. Consequently she had jars full of buttons for her garments. I would visit on the weekends and these buttons became a favorite pastime of joyful play for me. I would sort them into patterns or groups based on common shared values. It might have been shape, color, height, texture, number of button holes, and so forth. The combinations were endless!! Her home was very well decorated and things were always in order. So I don’t know what the compelling reason was, but picture me sprawled out on the living room floor, enjoying the company of my aunts and uncles and so forth, with the Victoria playing “I’m Forever Blowing Bubbles” in the background, and I am there spilling buttons all over the floor, finding news ways to arrange them. I was delighted and entertained. What happy memories this brings back today.
Thanks Nancy and Bruce for this very stimulating and important blog. We live in a world of symmetry and chaos, and it’s important to be aware of both. There is so much as creatives we can learn from the patterns we observe, those kinds that please us, excite us, bore us, and take us home. A little of this. A bit of that. An abundance of another. Without constancy and variability life would just be pretty …..! I won’t say what .. the reader can fill in the word according to their own dynamics!
Ah…thank you Denise! I got so much joy reading your story about your grandmother and the treasure trove of buttons! I loved that kind of play too! Almost infinite possibilities! You brought back some beautiful memories from childhood in your story.
Big hugs,
Nancy
You make so many subjects interesting and then tie them together
in such marvelous ways. You write as well as you do so many things!
And, then share and inspire in such an unassuming way.
It’s like being in a continued conversation with friends who have read and then discussed and then digested and then created the most amazing conversation.
One wants to wait one’s turn before jumping into the swinging movement as in the game of jumprope.
Exhilarating!
Thank you both for what you do!
Ah…you always brighten my day. You transported me back to childhood Anne with that singular image of the swinging jumprope. Remembering waiting one’s turn, feeling the rhythm and timing to jump into the swinging jumprope. I love that! Oh hours of childhood- so fleeting.
Love you too,
Nancy (and Bruce)
I have only recently discovered your blog, but I must say, dinner conversations at your table must be FASCINATING! I feel like I’m taking a graduate level seminar on any number of subjects when Iread these articles. Thank for your generosity in sharing both your and your husband’s musings and professional insights. Your posts can be read and reread as as I work to extract its full meaning and application to my own work! Thank you!!
Thank you Christine! Yes, the conversations are absolutely fascinating. One never knows where they’ll go and I love that element of surprise and discovery.
Warmly,
Nancy
I don’t know the some of the words you use in my knowledge of English-language Nancy but i think I know what you mean by gut feeling, instinct and what pleases the mind. sometimes I know how to use that feeling when I make my marks. , im just making random marks now and enjoying when they please me. Thinking i should make notes when it happens so i remember them. Because too many random marks end up chaotic and as you say, thats not pleasing but to know how par it down is the thing that eludes me most of the time. I hope to get some money to take up you’re offer of the covid scholarship nancy . Just waiting at the moment to hear from a grant I’ve applied for
Hi Dawn,
Yes, listening to your gut feeling, your intuition- is a powerful thing. I love your idea of writing about this when it happens. That could be illuminating. Just keep exploring and experimenting Dawn. You’re doing great!
Warmly,
Nancy
Dear Nancy. Thankyou!
I have a horror of anything that seems mathematical ( since a teacher couldnt be bothered to enlighten me years ago) and nearly abandoned the blog. However it was decipherable and became a compelling read. I had a “lightbulb moment” about my painting style being too predictable and have now to rethink and practise with new knowledge. I will re read this blog and save it as inspirstional.
Dear Cas,
Ha! I know what you mean about horror of the mathematical! Interestingly, it can be quite elegant and it doesn’t have to be painful or opaque. I’m delighted that it was decipherable and compelling. I love that you had that aha moment. Thank you so much for being here and for your lovely note.
Warmly,
Nancy
Nancy,
What a wonderful read! Thank you for this post. I ate up every word. I must have loved it because of my split science/art background. I’ve forwarded it to my science-guy husband in hopes that he’ll get a better understanding of what goes on in my head every day as it presents an aspect of art appreciation, elements and principles of design, in a way that may appeal to a left brain thinker.
Stephanie,
Thank you! I love that intersection of art and science! That’s great about forwarding it to your science-guy husband, I got a big smile when you wrote that.
Warmly,
Nancy
I admire this post. The topic is extremely interesting. Thank you, Nancy, for this story, which revealed familiar things from an unusual perspective.
Thank you Maia. I appreciate your kind comments. I love the idea of exploring familiar things in new or unusual ways and looking at the intersections of divergent topics.
Warmly,
Nancy
Hello Nancy! I am not joining the contest because I have trouble with them on line; I never seem able to GET them. I am loving your blogs at least until this latest one since I always had great trouble with simple arithmetic then math…it was miserable for meEXCEPT for plane geometry in which I could not GET a wrong answer; I loved it!
But I am writing this morning about something in today’s blog…you lost me before I GOT to the book shelves but almost in the middle of the first full shelf DAVID SMITH jumped off the shelf and said HELLO! I KNEW DAVID SMITH!
I graduated from Skidmore College in Saratoga Springs, NY just south of Balston Spa where David lived (and was later killed. He liked to hang out with Skidmore’s sculpture Prof and my senior year I took a 1 semester class from the teacher (DId a great head of my future husband, my. 1 and only ‘sculpt’). Both men were alcoholics so an attraction they shared. This was in 1952. David’s soon-to-be divorced wife, Dorothy Dehner was all’s in my Modern Drama Lit class. My daughter gave me a book for Xmas,Lives of the Great Modern Artists by Edward Lucie-Smith in which he considers David Smith as the greatest 20th C sculptor! Eventually I read every word of the book but had to stop reading it for awhile because it was SO DEPRESSING! I think every single artist was Jewish and had a miserable life and was either an alcoholic or druggie! Very depressing! Just an interesting note! Margery Griffith
Hello Margery! Thank you! I’m delighted that you’re loving the blogs.
Thank you for your story about college at Skidmore and meeting David Smith. Fascinating yet tragic story about him.
Thanks for being on the journey Margery.
Warmly,
Nancy
thank you Nancy for this highly interesting blog! there is some brain gymnastic I will have to make…
The photograph of the catedral is so stunningly beautiful !!!
I feel that I will not find the “middleground” with my intellect…it must be intuitive, right ?
You’re welcome Christina! Ha! I know what you mean about brain gymnastics! I love that term.
Yes- it’s a stunning cathedral!
Yes, yes, yes to intuitive finding of the middle ground.
Thank you so much for being here and commenting.
Warmly,
Nancy