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Importance of Depth

Depth plays a crucial role in understanding complex problems, as many require recalling past information to distinguish between similar inputs. While LSTMs enhance this capability by filtering important data, the challenge remains to develop systems that can remember across vast time spans, akin to human memory. The conversation highlights the need for innovative approaches to address the credit assignment problem in deep learning.