[KongchangAI]
Unverified50% confidenceTradeoffExact time

Online learning mechanisms carry an inherent risk: if feedback signals are noisy or systematically biased, the optimization process may produce negative drift, causing the system to degrade over time.

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50%
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Long-term
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9/12/2026
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