The Illusion of More: When Data Is Just a Place to Hide

The Illusion of More: When Data Is Just a Place to Hide

Exploring the dangerous fiction that more data always leads to more clarity, and the forgotten art of interpretation.

The dial is cold under my thumb. Not just cool, but a deep, metallic cold that seems to pull the warmth right out of your skin. A tiny turn, a click so quiet it’s more of a feeling in your knuckle than a sound. The low hum of the rectifier changes its pitch by an infinitesimal degree. I’m watching the needle on the analog gauge, trying to coax it from 2.56 volts down to a perfect 2.46. Everything, I’ve decided, hinges on this single calibration. It’s the kind of focus that dissolves the world, leaving only the dial, the needle, and the hum.

It’s a complete lie, of course. A comforting, meticulous, and utterly pointless lie. Because while I’m perfecting a variable to the second decimal place, the entire apparatus-a multi-channel acoustic sensor array that cost a fortune-is pointing at a solid brick wall. The actual source we’re meant to be monitoring is 186 degrees in the opposite direction. But looking up and admitting that fundamental error feels like a much larger failure than fiddling with a dial that changes nothing.

Drowning in Precision, Thirsty for Meaning

This is where we live now. Drowning in an ocean of precision, dying of thirst for a drop of meaning. We have been sold a story that more data leads to more clarity, that a bigger dashboard is a better compass. It’s a dangerous fiction. More data often just creates more places to hide, more dials to fiddle with while the entire ship is pointed at the rocks. We’ve become obsessed with the grammar of the world and have forgotten how to read the story.

I’ve argued for years that we need to simplify, to strip away the vanity metrics and focus on the vital few. And yet, I once spent an entire quarter building a financial forecast with 236 discrete variables. It was a masterpiece of interconnected formulas, a cathedral of cells. I presented it to the board, walking them through its excruciating detail. When I finished, proud and exhausted, there was silence. Finally, the oldest member, a woman who’d built the company with little more than instinct and grit, leaned forward and asked,

“This is impressive. But does it feel right to you? Do you actually believe this is going to work?”

I had nothing. I had numbers, projections, statistical models. I did not have belief. My quest for analytical perfection had completely disconnected me from the simple, terrifying, human question of conviction. The project was eventually shelved. The model, which cost us $676 in specialized software licenses, was abandoned. The real cost was much higher: 6 months of collective effort spent building a beautiful map of a country we had no intention of visiting.

The "Cathedral of Cells": 236 Variables

(An illustrative representation of 236 discrete, yet unconvincing, variables.)

From Calculation to Interpretation: The Archeologist’s Lesson

We want a world that can be calculated, but we live in a world that must be interpreted.

This is why I find myself thinking about Ethan S.-J. He’s an archaeological illustrator, a profession that sounds almost anachronistic. People imagine him sitting in a dusty tent, romantically sketching a Grecian urn. The reality is far more rigorous. Ethan’s work begins with a flood of the most granular data you can imagine. He gets laser scans of the excavation site, soil composition reports, carbon dating results, microscopic analysis of pottery fragments. His desk looks less like an artist’s studio and more like a geophysicist’s workstation.

He once showed me his process for reconstructing a single vessel from a handful of shattered shards. He had pages of measurements. The precise curvature of each fragment calculated by software. The exact thickness, to a tenth of a millimeter. The chemical signature of the clay. It was the epitome of data-driven work. He was doing exactly what I claimed was the problem: amassing a mountain of information.

(An abstract visual representing fragmented data coming together to form a meaningful whole, like reconstructing an ancient vessel.)

Then he does something that doesn’t fit the data-first playbook. He pins all the numbers and charts and graphs to a large board. And then he just looks at it. For days, sometimes. He told me he’s waiting for a feeling. He’s trying to let the raw data seep in until his hand understands the ghost of the potter who threw that vessel 3,000 years ago. He’s not just connecting the dots; he’s trying to feel the arc between them. Archaeology is as much about the environment as the object. The story of a place is written in how it was shaped by the elements over millennia. To understand why a settlement was positioned on a specific ridge, you must understand the wind. Modern survey teams build complex environmental models, using every tool available to reconstruct the atmospheric history that eroded the land and preserved the artifacts. They use tools like a wind speed and direction sensor to correlate today’s patterns with historical soil data, creating a 4-dimensional picture of the site. They are measuring a ghost, translating silent data into a tangible force.

Data as a Lens, Not a Shield

Understanding the Wind

Ethan’s final output isn’t a spreadsheet or a report. It’s a single drawing. A cross-section of a pot, or a reconstruction of a settlement. But it’s a drawing with the authority of all that data behind it. It’s a story. When you see it, you don’t just understand the pot’s dimensions; you understand the pot. You feel its weight, its purpose. He uses data not as a shield, but as a lens. It’s the foundation that gives him the confidence to make the final, terrifying, artistic leap of interpretation. He transforms the numbers into a narrative.

The Journey from Calculation to Character

I’ve been practicing my signature lately. An odd thing to do, I know. For years, it was a hurried, illegible scrawl, the product of a thousand documents signed without thought. But I decided to redesign it. I spent an afternoon filling pages, experimenting with the curves and the connections. It started as a very mechanical, analytical process-angle of the pen, pressure on the downstroke, the geometry of the letters. Data points. But after a few hundred repetitions, something else took over. My hand knew what to do. It stopped being a series of calculated movements and became a single, fluid expression. It became mine.

Calculated Movements

Fluid Expression

(Visualizing the journey from rigid, calculated processes to fluid, personal expression.)

That’s the journey we’ve lost. The one that moves from calculation to character, from information to identity. We get stuck at the first stage, endlessly collecting and refining the data points, polishing the mechanics. We assemble teams of 46 people to analyze customer feedback, generating reports that are perfectly accurate and profoundly uninspiring. We are so terrified of being wrong that we’ve forgotten how to be resonant. We optimize for the absence of error, and in doing so, we guarantee the absence of magic.

The Cost of Perfection: Absence of Magic

🚫

(A stark contrast between rigid optimization and the fading spark of magic.)

The board member’s question still haunts me. “Does it feel right?” It wasn’t a request for more data. It was a request for wisdom. For the uniquely human act of standing amidst a sea of facts, taking a deep breath, and making a judgment call. The data can tell you what is. It can tell you what was. It can even give you a calculated probability of what might be. But it can never tell you what matters. That part, for now, is still up to us.

“The data can tell you what is. It can tell you what was. It can even give you a calculated probability of what might be. But it can never tell you what matters. That part, for now, is still up to us.”

Embrace Interpretation

Beyond the numbers, beyond the metrics – there lies the human wisdom, the intuition, the conviction that truly matters.