About

How do we know what we know? And what happens when we believe something because there's a number attached to it?

The Origin

This publication started with a question from epistemology:

How do we know what we know?

Numbers have become the language of certainty. A chart ends the debate. A statistic settles the argument. But somewhere between the raw information and the conclusion, choices get made — which questions to ask, what to compare, what counts as "enough."

Those choices shape the answer more than the numbers themselves. And they affect everyone — whether you're making the chart or just living in a world full of charts, polls, and percentages.

There's plenty of conversation about being "data-driven." Almost none about the interpretation choices that happen before anyone reaches a conclusion. In Plain Byte exists to explore that layer.

What this is

  • Questions that surface hidden assumptions
  • Explorations of how framing shapes conclusions
  • Observations about certainty, doubt, and judgment

What this isn't

  • Tutorials or tool recommendations
  • Career advice or motivational content
  • Prescriptive answers ("do it this way")

The Stance

In Plain Byte doesn't tell you what to think. It surfaces the frames most people never notice they're using — the invisible choices that shape conclusions before anyone realizes a choice was made.

If you've ever been convinced by a chart and later wondered if you should have been — or suspected the question mattered more than the answer — this might be for you.

Weekly

See things differently

One essay per week. Questions over answers.