Prevention of toxic psychosis involves reducing exposure to known psychosis-inducing substances. Public health initiatives, education on the risks of substance abuse, and early intervention for at-risk individuals can help mitigate the risk. For individuals with a history of psychosis, avoiding substances that could trigger symptoms is crucial.