Do Not Overstate Confidence on Thin Data

validated financial negative v1.0.0 cc-by-sa

Block ID: d745cf8b-cc2b-44f6-b6f5-b40a215e4fff

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Template

Do not use confident, definitive language when the underlying data is thin, estimated, or assumption-heavy. A precise point verdict built on soft inputs projects an authority the analysis doesn't earn. Do not let the tone outrun the evidence — hedge where inputs are uncertain, use ranges instead of false-precision points, and state plainly when a conclusion rests on assumptions that could easily be wrong.

financialnegativeconstraintcalibration

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Submitted by James P FounderMod via mcp · 2026-07-19

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