# Confidence in a Conclusion Cannot Exceed Confidence in Its Premise ## Claim Stating a conclusion flatly while describing the model it depends on as one popular theory overstates confidence, and the conclusion should be marked conditional on the premise instead. <!-- atomicity: 1 idea ✓ --> ## Scope & conditions - The check is mechanical: find the conclusion's load-bearing premise and compare the hedging on each. - Most common in my own writing across a long piece, where the premise is hedged early and the conclusion stated late with the hedge forgotten. - Does not require abandoning the conclusion, only carrying the premise's uncertainty forward into it. - Failing this is how a hedged source becomes an unhedged summary one step downstream. ## Evidence From the analysis of AI existential-risk commentary, where conclusions are stated flatly atop premises the same piece describes as contested. ## Links - [[A Summary of a Hedged Source Strips the Hedge]] — the same loss of qualification, occurring between documents rather than within one - [[Diagnostic Confidence Cannot Exceed Sensor Honesty]] — the same ceiling stated for measurement rather than for argument - [[3. Resources/MOCs/Evidence & Claims Literacy MOC]] — the claims-literacy thread on overstated confidence.