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A woman compares a full jar with a partly empty open jar using a magnifying glass, with a dashed arrow curving between them. Below, stepping stones cross a stream between pink and green cliffs with flags.
Reviewed visual · version 1

RS Glossary

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.

Review state
Reviewed in POC
Freshness
Current
Version
1
  • 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.

Public history

23 recorded events · 23 public summaries
  1. Candidate vocabulary was imported from the Learning Lab discovery queue.

  2. The captured candidate received a complete initial draft and entered section-level human review.

  3. Radar reviewed the initial definition draft for human consideration.

  4. Radar reviewed the initial plain-language-explanation draft for human consideration.

  5. Radar reviewed the initial why-it-matters draft for human consideration.

  6. Radar reviewed the initial example draft for human consideration.

  7. Radar reviewed the initial common-misconception draft for human consideration.

  8. Radar reviewed the initial remember-it-this-way draft for human consideration.

  9. Radar reviewed the initial related-terms draft for human consideration.

  10. Radar reviewed the initial sources draft for human consideration.

  11. Radar reviewed the initial learn-more draft for human consideration.

  12. A proposal was opened for section-level human review while preserving the current version.

  13. A human reviewer opened a proposed revision while preserving the current approved or captured version.

  14. definition approved by a human reviewer.

  15. plain-language-explanation approved by a human reviewer.

  16. why-it-matters approved by a human reviewer.

  17. example approved by a human reviewer.

  18. common-misconception approved by a human reviewer.

  19. remember-it-this-way approved by a human reviewer.

  20. related-terms approved by a human reviewer.

  21. sources approved by a human reviewer.

  22. learn-more approved by a human reviewer.

  23. All section gates are approved; content version 1 is now a fully approved term.

Source: vault/Glossary/terms/epistemic-humility/term.md · sha256:35dd7a271fd47e6752969dd5aa3a8cddd65fd232b5cabcfbde85470790909a7a · Release: rs-glossary-glossary-team-poc-0.5.5-2026-09-02