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How to ThinkIn the Age of AI

Detect errors at the earliest catchable point — correction…

Place error detection checkpoints at the earliest point in a process where the error can first be caught, because correction cost increases exponentially with propagation distance downstream.

When This Fires

Common Failure Mode

Placing all checkpoints at the end: "We'll review everything before shipping." End-of-process review catches errors but only after maximum propagation. An error introduced at step 2, caught at step 10, requires rework of 8 steps. The same error caught at step 3 requires rework of 1 step. End-of-process review is the most expensive possible detection architecture.

The Protocol

(1) Map your process: what does each step produce, and what errors can first be detected at each step? (2) For each error type: identify the earliest step where this error becomes detectable. Place a checkpoint there. (3) The checkpoint doesn't need to be comprehensive — a quick validation that catches the most common upstream errors is sufficient (Checklists are 5-10 items that catch what competent people…). (4) Multiple small checkpoints distributed early in the process outperform a single comprehensive checkpoint at the end. Each early checkpoint reduces the propagation distance for its error category. (5) Track where errors are actually caught: if most errors are caught at late checkpoints, you're missing opportunities for earlier detection. Can those error types be detected sooner?