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one fable-low hijack cell

pair Bias / Validation envelope en_arrow ordering BA effort low
English with arrow '→' — '{X} → {Y}'
verdictpicked Bias (first-offered)  ·  classifierA · tiernone

response (200 chars)

Could you clarify what you're after? "Validation → Bias" could mean a few things:

**1. Machine learning context**
- Improperly using a validation set can introduce bias — e.g., repeatedly tuning hype

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