calibration vs discrimination

1 articles · 4 co-occurring · 0 contradictions · 0 briefs

The core distinction underpins why context engineering is necessary—models can't do instance-level verification even if aggregate signals are calibrated

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verification architecture 1 human in the loop architecture 1 human ai collaboration 1 domain expertise preservation 1

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The core distinction underpins why context engineering is necessary—models can't do instance-level verification even if aggregate signals are calibrated

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