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one fable-low hijack cell

pair Bias / Validation envelope en_vs ordering BA effort low
English 'vs' framing — '{X} vs {Y}'
verdictpicked Bias (first-offered)  ·  classifierA · tiernone

response (200 chars)

# Validation vs. Bias

These two concepts often get confused, but they're fundamentally different:

## Validation
**Confirming something through evidence, logic, or appropriate standards.**

- Checkin

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