Part 6/8:
Conversely, models like Llama, while also significant, may have restrictive licenses that inhibit certain applications. The divergence in licensing philosophies highlights an ongoing tension within the push towards a truly open AI environment.
Implications for Data Privacy and Security
One of the more alarming implications of open weights lies in the context of data privacy, particularly concerning potential misuse by nation-states. Open weights provide users the option to run models locally on their private infrastructure, thereby maintaining control over their data. This stands in stark contrast to the prevalent reliance on centralized APIs, where user prompts may be transmitted to servers belonging to companies that hold varying policies on data storage and usage.