procedure
Neuro-symbolic AI systems can implement 'learning from intervention' through the following procedure: (1) A user modifies a rule, corrects an inference, or clarifies a concept. (2) The system treats this input as a training signal. (3) The system adjusts neural parameters, updates symbolic rules, or refines uncertainty estimates based on the input.

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