Knowledge Object KO-001 · Thinking & Perception

Confirmation Bias

Perspectives

Experience the difference.

AIVLIS presents

Same same, but different.

Same situation.

Different minds.

Different stories.

What happened

Alex hasn't replied to a message for eight hours.

What we know

  • A message was sent.
  • Eight hours have passed.
  • No reply has been received.

What we don't know

  • Why Alex hasn't replied.

Interpretations

One situation. Three minds.

Read them one at a time. Same observable event in each.

He's losing interest.

Maybe this feels familiar.

The silence doesn't feel neutral. It feels like information.

You remember the shorter reply yesterday. The moment he seemed distracted. That other time someone slowly disappeared without saying why.

Eight hours become another piece of evidence.

“See?” “I knew something had changed.”

Maybe you're right.

But notice what happened: Once the story formed, the evidence began organizing itself around it.

Story C is not presented as the universally “correct” response. It demonstrates another possibility: tolerating uncertainty when the available evidence does not yet distinguish clearly between competing explanations.

Same fact

Same fact. So what changed?

The observable event remained:

No reply for eight hours

Past experienceExisting beliefsExpectationsEmotional stateAvailable contextMotivation

But interpretation may be influenced by these. They are possible influences, not diagnoses of the fictional characters.

SKAILOP conceptual model

  1. Same event
  2. Different interpretation
  3. Different attention
  4. Different evidence weighting
  5. Different emotional response
  6. Different behaviour

This is a SKAILOP conceptual model, not a validated universal scientific sequence.

The twist

But which story is true?

We don't know.

Alex may actually be losing interest. Alex may genuinely be busy. Or something else may be happening entirely.

The point of this experiment is not: “Think positively.”

It is not: “Never trust your intuition.”

And it is not: “Every interpretation is equally likely.”

The point is simpler:

Don't confuse an interpretation with an observation.

A story can be plausible before it is proven.

Confirmation bias

So where does confirmation bias enter?

Once we begin leaning toward an interpretation, the way we search for and evaluate subsequent information may no longer be neutral.

We may notice supporting evidence more readily. We may give it more weight.

Contradictory evidence may need more explanation before we accept it.

The original interpretation can gradually become more convincing.

Not necessarily because it is wrong. But because it may no longer be receiving a fair test.

AIVLIS

Reality happened once. The mind told it three different ways.

The interesting question isn't: “Which story makes me feel better?”

It's: “What do I actually know — and what did my mind add?”

Keep going

← Back to overview

Next

Explore the mechanisms →