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What Makes a Source Worth Your Time

Decision Atlas AIJuly 25, 20264 min readDecision Making

Last updated August 21, 2026

Most content is not wrong — it is simply not decision-relevant. Here is how to tell the difference in under two minutes.

The wrong question

Most people ask "is this true?" A better question is "does this change what I do next?"

A claim can be perfectly accurate and still worthless to you, because it does not touch any decision you are actually facing.

Three fast filters

  1. Specificity — does the source name numbers, conditions, and trade-offs, or only outcomes?
  2. Falsifiability — could the claim be shown wrong? If not, treat it as opinion.
  3. Transferability — do the author's starting conditions resemble yours?

A source that fails all three is entertainment. That is fine — just do not file it as evidence.

What to do with what is left

Write the single decision the source informs, and the single action it changes. If you cannot write both sentences, the source did not earn your time.

#evaluation#signal#attention
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