As machine learning progressed, a significant question emerges: can networks attain sentience? The concept of AI personhood challenges our perception of awareness. Some researchers believe that highly complex neural networks could achieve subjective experiences, presenting ethical and philosophical dilemmas. Investigating this transformation in AI'