On March 27th, 2023, the European Union Agency for Law and Enforcement Cooperation (EUROPOL) released a report on the Impact of Large Language Models on Law Enforcement. Having considered the outcomes that resulted from a series of workshops organised by the Europol Innovation Lab on how criminals can abuse LLMs such as ChatGPT, as well as how it may assist investigators in their daily work, the report provided useful recommendations on enhancing law enforcement preparedness.