Paying The Fact Creator: The Question Is Not Whether A Claim Is True

Citation diversion, and the most checkable worked example in the corpus.

Why it is here

The companion to A Fact Does Not Exist In A Vacuum, and the more practical of the two. Its reframing is the useful part: the billable question is not whether a claim is true but whether this use of it is sound, because the common failure is a true finding applied to a conclusion it never supported. The ten-thousand-hours case is worked through in detail: an average reported as a threshold, half the studied group below it, deliberate practice reduced to time served, and the original researcher spending years correcting it with none of the corrections attaching to the claim.

What it says

• The fact creator should carry a continuing responsibility for accuracy, which currently nobody does.
• Validation consumes somebody's paid time, so it is never free; outside a firm nobody pays it, and the public evidence base decays.
• The billable question is not whether a claim is true but whether this use of it is sound.
• Citation research documents the graph-depth effect, including the conversion of hypothesis into fact by citation alone.
• It also names citation diversion: citing work that does not quite say what the citer implies.
• Caching by claim-and-context pair is what makes repeated validation economically viable.

Worth re-reading for. The ten-thousand-hours worked example is checkable end to end, which makes it the best single demonstration in the corpus of why a claim needs its chain of custody.

Where this document lands on the site

The document is the peak. Below it hang the concepts measured in its text and the places on this site that rest on it — and the two are different kinds of link, drawn differently: a measured edge is dashed and carries its count, an authored edge is solid. The method is stated in full on the hub.

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