There are actually great solutions for that. I agree! After training a model, then all sudden you have to switch again cab be a pain. it may be why ppl are wanting to switch to open source. They can know that their data and information is private. They don’t have to keep retraining models as well. *** Increased transparency and accountability**
*** Faster innovation and collaboration**
*** Better safety and trust in AI systems**
*** Gaining trust and improving public image**
*** Potentially generating new revenue streams**
*** Faster innovation and collaboration**
*** Improved data privacy and security**
*** Ability to customize and modify AI models to suit specific needs**
*** Contribution to the overall advancement of AI technology**
Closed Source AI Companies’ Concerns
*** Protecting intellectual property and maintaining a competitive edge**
*** Fear of giving away secrets or losing revenue**
Solutions:
*** Use open source licenses that allow for limited use or modification of the AI models**
*** Implement measures to protect intellectual property while still promoting transparency and accountability**
*** Offer incentives for companies to open source their older AI models, such as tax breaks or public recognition**
*** Create a platform for companies to share and collaborate on AI models, promoting innovation and progress**
*** Develop a framework for responsible AI development and deployment, ensuring that AI models are aligned with human values and ethics**