Predictable patterns: How AI holds a mirror to our universal storytelling

Calvin and Hobbes comic strip in which Calvin defends creating generic snowmen.
Did Bill Watterson have Calvin predict the coming of AI-created content?

It’s an age-old debate in art and creativity: what is true originality? Every artist has tapped into universal themes, stereotypes, and structures that resonate with audiences, from Shakespeare to Spielberg. As we dive into the 21st century, a new contender has entered the arena—Artificial Intelligence. As writers and creators turn to AI for inspiration and even content generation, skeptics raise eyebrows. But is there really much difference between human-generated clichés and those constructed by algorithms?

Let’s consider popular genres.

Despite the studio, superhero movies often orbit around a protagonist with a tragic backstory, a formidable antagonist, a colossal battle, and a resolution.

Similarly, romance novels are interwoven with familiar tropes: enemies to lovers, hidden royalty, or the classic will-they-or-won’t-they.

Spy thrillers? A charismatic lead, global stakes, high-octane chase sequences, double agents, and plot twists.

Sounds formulaic? That’s because it is.

And it’s not just limited to literature and film. Pop songs have their share of predictable patterns. Inevitably using Auto-Tune, sometimes called the “Cher effect,” gives vocals a distinct robotic sound.

And can we ever have enough of the word “baby” in our love songs? A college instructor told us that if we ever wanted to know how “baby” is overused in song lyrics, substitute the words “boat dock.” She was joking, but now, 50 years later, I still hear . . .

“Be My Boat Dock”
“Boat Dock Love”
“Love to Love You Boat Dock”

. . . well, you get the idea.

What we’re encountering isn’t a deficit of originality but a reflection of our collective consciousness — a set of stories, beats, and patterns that resonate universally. If these patterns are deeply embedded, why shouldn’t an AI designed to recognize and emulate patterns produce something similar?

AI’s ability to create isn’t about replacing human ingenuity. It’s about acknowledging that much of what we consume and call “original” is often derived from age-old patterns. If a machine can replicate those patterns, it doesn’t demean our art — it merely reflects our preferences.

To dismiss AI-generated content as “unoriginal” means confronting an uncomfortable reality about our tastes and patterns.

Instead of shunning silicon assistance, it may be time we embrace it. After all, whether it’s Shakespeare, Spielberg, or an AI, aren’t we all just looking for a good story?

By the way, that “Calvin and Hobbes” strip was shared with me many years ago by a famous comics artist. We got a good laugh of it — but I doubt either of us predicted AI’s coming impact.