Nonetheless, since 2023, organisations are increasingly integrating Gen-AI platforms into their business processes. This usually happens when ‘overfitting’ or memorisation of sensitive data in the LLM’s training process (which could occur by simply uploading documents containing sensitive data) happens, and / or the lack of proper data sanitisation when making use of Gen-AI systems. The firm subsequently restricted the use of Gen-AI platforms for work, concerned that sensitive data shared with LLMs could be provided to other users. Other companies have, likewise, similarly curtailed the use of Gen-AI platforms for official work purposes. [2]Second, even without issues in the training process, is that LLM applications are beginning to be integrated into devices that hold personal and sensitive data.

Source: Forbes August 08, 2024 08:26 UTC