The 'AI Q&A Robot' under ZhiDeMai Technology is set to launch a personal shopping assistant 'XiaoZhi' through a new feature that has been approved for filing. This assistant will provide users with consumer decision-making support through a conversational format, helping them quickly identify quality products. The new feature is expected to go live by the end of February this year.

The research found that large language models often fail to answer questions accurately when analyzing U.S. Securities and Exchange Commission filings. AI models frequently generate fabricated numbers and facts or refuse to answer questions. Performance must be improved for practical application in large companies within regulated industries like finance. One of the challenges of deploying AI models in actual products is their non-deterministic nature, which means they cannot guarantee the same output each time.