OpenAI GPT Store Faces Quality and Compliance Crisis: Rising Concerns Over Copyright Infringement and Low-Quality Content

The recent scrutiny of OpenAI's GPT Store highlights significant concerns regarding quality and compliance. This platform offers a wide range of features, from programming assistance to fitness tips, but investigations have revealed numerous GPT models that potentially violate copyright laws. Notably, some models, such as "Iron Man" GPT and "Mickey Mouse" GPT, have generated content featuring Disney and Marvel characters without authorization.

Despite OpenAI's claims of implementing stringent automated detection and manual review processes, many problematic models have managed to make their way onto the market. These models not only infringe copyrights but also raise issues of academic integrity, with some even suggesting they can circumvent plagiarism detection tools, thereby exacerbating challenges within the academic community.

The store has also introduced models that mimic the speech patterns of public figures, including Elon Musk, Donald Trump, and Leonardo DiCaprio, raising public concerns over privacy and personality rights. Additionally, certain models claim expertise in specific products, such as Microsoft GPT, which poses risks related to the potential disclosure of trade secrets and sensitive information.

OpenAI faces considerable difficulties in addressing these challenges. Although users have attempted to "jailbreak" models to gain more privileges, these efforts have largely been unsuccessful. This not only underscores OpenAI's technical capabilities in model security and permission management but also highlights shortcomings in their content review and quality control processes.

The controversies surrounding the GPT Store serve as a wake-up call for OpenAI. How effectively the platform responds to these challenges and ensures compliance and quality will directly influence its trajectory. Industry experts are urging OpenAI to enhance its review mechanisms, strengthen preventive technologies, and collaborate more closely with copyright holders and relevant organizations to uphold a healthy and orderly environment for GPT model applications.