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Concept dictionary

Epistemic Humility

Epistemic humility is the disciplined recognition that one's knowledge and reasoning are limited and fallible, paired with a willingness to revise confidence or conclusions when better evidence appears.

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Reviewed in POC
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Current
Version
1

Also called

  • epistemic-humility

Remember it this wayHold conclusions firmly enough to use and loosely enough to revise.

In plain language

It means knowing that you can be wrong without pretending that you know nothing. You state what the evidence supports, what remains uncertain, and what could change your mind.

Why it matters

AI tools can produce persuasive answers without reliable access to truth. Epistemic humility encourages verification, proportionate confidence, and correction instead of treating fluency or authority as proof.

Example

An analyst says, “The current records support option A, but two departments have not reported yet. Their data could change this recommendation.” The analyst still makes a usable judgment while naming its boundary.

Common misconception

Epistemic humility is not chronic self-doubt, indecision, or equal skepticism toward every claim. Confidence can be strong when evidence is strong; humility keeps that confidence responsive to limits and new information.

Reviewed in POC · last human review 2026-08-06 · content version 1 · visual version 1

Source and POC details

Source: learning-library/glossary/terms/epistemic-humility/term.md

Source hash: sha256:35dd7a271fd47e6752969dd5aa3a8cddd65fd232b5cabcfbde85470790909a7a

Media: POC-reviewed evidence; RS AI Learning Lab, Owned production asset.

Release: glossary-team-poc-0.5.5-2026-09-02 · not production approved