Researchers are testing many different ways to treat substance use problems. The most attention right now is on psychedelic-assisted psychotherapy (giving a drug like psilocybin or MDMA together with lots of therapy). Reviews and early trials say this approach can be done safely and looks promising for helping some people, but the evidence for treating addiction is still limited and not yet conclusive (15051,15063,15073,15086). For specific drugs, the strongest controlled evidence so far is for psychedelics in other disorders (for example MDMA for PTSD and psilocybin for some depression and cancer-related anxiety), not yet for most substance use disorders. Other approaches include new chemical versions of old drugs (for example oxa-iboga for opioid problems) that show strong results in animals but not yet in humans (15115,15063,15086). Also, for methamphetamine there are currently no approved medicines that clearly reduce use, despite many trials (15116). Across studies, experts agree that the therapy around drug sessions matters a lot. Careful screening, preparation, the right setting, and follow-up therapy are commonly included and likely affect both safety and outcomes (15065,15086,15051). Safety risks exist (for example rare lasting perceptual problems or psychosis after hallucinogens), and legal, ethical, and industry changes are moving fast and add uncertainty (15097,15080,15079,15087). Tools like AI that read clinical notes could help clinicians spot severity and plan care, but those tools are still in development (15125).