Day after day, this world is not only a rule of life but also a place where crime and legal issues intertwine. In particular, cases where mental illness is used as an excuse for criminal behavior are becoming increasingly common. The past instances of "inadequate sentencing" have left many people feeling embarrassed and concerned about justice. Recently, the Supreme People's Procuratorate of China has introduced a new regulation called "Provisions on the Supervision of the Compulsory Medical Decision Procedures of the People's Procuratorate." This policy aims to improve oversight and prevent abuses such as criminals pretending to be mentally ill to avoid punishment, or innocent individuals being wrongly subjected to compulsory medical treatment. It's designed to protect the rights of those involved in legal proceedings and ensure that compulsory medical measures are applied correctly. Despite these efforts, challenges remain. The identification of mental illness is complex and differs from other medical diagnoses, as it lacks clear physical or chemical indicators. While diagnostic criteria exist, their application often depends heavily on the experience and judgment of the professionals conducting the assessments. Variations in expertise can lead to inconsistent results, sometimes with significant differences in conclusions. Moreover, there's a risk of corruption and lack of transparency during psychiatric evaluations. These factors make it difficult to prevent situations where someone without a mental illness is falsely labeled as such, or vice versa. However, we're living in the 21st century, an era defined by technological advancement. Artificial intelligence (AI) has made remarkable progress, with deep learning algorithms now capable of performing complex tasks like playing Go, trading stocks, and even generating content that mimics human thought processes. In recent years, AI has also shown great potential in the healthcare field. From medical image recognition to AI-powered assistants and robotic systems, the applications are expanding rapidly. IBM’s Computational Psychiatry and Neuroimaging Research Group has been at the forefront of this innovation, publishing groundbreaking research on AI's role in assessing mental health. Their study, based on earlier work from 2015, used AI algorithms to analyze the language patterns of 59 participants. By breaking down interview transcripts and evaluating sentence coherence, the system was able to identify individuals at risk of developing mental illnesses with an accuracy rate of 83%. It could also distinguish between the language patterns of those who later developed mental conditions and those who remained healthy, achieving a 72% accuracy rate. The research team, led by Guillermo Cecchi, plans to expand their work to include other mental health conditions such as depression, Alzheimer’s, Parkinson’s, and chronic pain. As AI technology continues to evolve and improve, it holds promise for addressing some of the most pressing challenges in the legal and medical fields—such as fraud, hidden operations, and false diagnoses. With greater precision and transparency, AI could help reduce the number of individuals exploiting legal loopholes to evade justice. It may also serve as a powerful tool in preventing abuses within the mental health and legal systems, making it harder for those who seek to misuse the system to go undetected.

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