Migration Technical Mechanisms | Root causes of negative transfer
What happened
The second installment of the seven-layer Carbon-Silicon Doctrine: Cross-Domain Migration Governance Code proposes a standardized quick-assessment baseline for four types of negative transfer: NT1 mechanism mismatch, NT2 semantic drift, NT3 unknown completion, and NT4 power smuggling. It argues that negative transfer persists because the industry judges migration by fit and generalization metrics without checking mechanism equivalence or semantic parity. The installment also breaks down six native failure paths and proposes two foundational mechanisms: knowledge lineage and the copper-vein interface.
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