Knowledge Extraction Bottleneck

A core challenge in AI training data collection, referring to the difficulty of converting domain expert knowledge into machine-learnable annotated formats. Although domain experts possess the requisite knowledge, the conversion process is highly demanding, constraining the efficiency with which domain-specific AI systems can be developed and trained.