What is the role of domain knowledge in AI?
Domain knowledge refers to the specialized understanding of a specific field, which is crucial for AI systems to function effectively.
Can you give an example of how domain knowledge improves AI performance?
Sure! In healthcare, AI systems trained with medical domain knowledge can better diagnose diseases by understanding symptoms and medical history.
What happens if an AI lacks domain knowledge?
Without domain knowledge, AI may misinterpret data, leading to inaccurate predictions or decisions, especially in complex fields.
How can we integrate domain knowledge into AI models?
Integrating domain knowledge can be done through expert input, curated datasets, and designing algorithms that incorporate specific rules or heuristics.
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