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How to ThinkIn the Age of AI

Question

What is information compression?

beginner

Quick Answer

Categories reduce complexity by treating similar things as equivalent for a given purpose.

Example: A hospital emergency department triages patients into five categories: resuscitation, emergency, urgent, semi-urgent, non-urgent. Each patient is unique — different symptoms, histories, pain tolerances, comorbidities. But the triage system compresses all of that into five buckets that determine who gets seen first. That compression loses detail (the patient's full story) but gains something critical: the ability to allocate scarce resources without drowning in case-by-case analysis of 200 people in the waiting room.

This concept is part of Classification and Typing in the How to Think curriculum, which builds the epistemic infrastructure for classification and typing.