
Artificial intelligence systems are no longer just tools following explicit rules; they are becoming ecosystems where layers collaborate in ways that even their creators don’t fully understand. Modern deep learning especially large-scale Transformers exhibits behaviors that push beyond traditional explainability. As these networks grow more complex, they begin forming internal representations and interactions that…