Belief and Reasoning Biases

Algorithm appreciation

Overvaluing algorithmic advice because it seems objective.

What Is Algorithm appreciation?

Algorithm appreciation is a thinking trap where overvaluing algorithmic advice because it seems objective.

How It Tricks You

It can make a conclusion feel proven because it fits what already seems true.

Real-World Example

A ranking feels objective because a computer produced it.

Seen Online As

• The fast interpretation is doing more work than the evidence.
• The claim feels obvious before the check question is asked.
• A shortcut is making the judgment feel more certain than it is.

What To Ask Instead

What assumptions are built into the system?

Related Thinking Traps

• Anchoring bias
• Confirmation bias
• Framing effect
• Loss aversion

Common Situations

• Thinking Traps at Work
• Thinking Traps in Politics
• Thinking Traps Online

Quick FAQ

What is Algorithm appreciation?

Overvaluing algorithmic advice because it seems objective.

What is an example of Algorithm appreciation?

A ranking feels objective because a computer produced it.

How do I spot Algorithm appreciation?

What assumptions are built into the system?