can predict whether someone with mild cognitive impairment will develop Alzheimer's disease with 78.5% accuracy by analyzing speech. This tool could enable earlier diagnoses and more accessible cognitive impairment screening without expensive tests. The model uses machine learning to evaluate speech content, offering a non-invasive way to monitor dementia risk. Further research aims to improve and expand this technology.