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Quick Recap: XAI and NSC
Explainable AI (XAI) deals with developing AI models that are inherently easier to understand for humans, including the users, developers, policymakers, and law enforcement. Neuro-Symbolic Computing (NSC) deals with combining sub-symbolic learning algorithms with symbolic reasoning methods. Therefore, we can assert that Neuro Symbolic Computing is a sub-field under Explainable AI. NSC is also one of the most applicable approaches since it relies on combining existing methods and models.
If explainability is the ability to meaningfully describe things in a human language. In other words, it is the possibility to map raw information (data) to a…