Summary: The widespread belief about artificial intelligence (AI) being open source is more mythical than factual. Recent research has shown that the big tech giants still have the upper hand in controlling these AI tools. Regardless of the commendable attempts at making AI more accessible, substantial restrictions persist, especially in models like Llama 2 from Meta. This analysis challenges the notion of complete openness in AI and calls for substantial shifts towards true accessibility.
Artificial Intelligence: The New Realm of Tech Giants
Conventional wisdom suggests that AI tools like Llama 2 are open source and available for modification. However, it’s crucial to recognize that these tools come with strings attached: they’re not covered by standard open source license and usage restrictions persist, especially for training other language models or services catering to 700 million plus daily users.
Demystifying ‘Openness’ in AI
Our perception of openness in AI is hindered by multiple factors: the clandestine nature of training data, the control over software frameworks, the steep costs of training large models, and the limited access to human resources for model refinement. Achieving true openness thus appears an uphill task.
The Call for Broader AI Accessibility
To curb the concentration of power, experts recommend that AI should be made more easily available. Accessibility is key to fostering competition, innovation, and ensuring that the benefits of AI can be widely reaped. It is a call far from the current reality, requiring us to not just acknowledge these limitations, but proactively work for change.
Fostering Shared Growth: The Need for AI Regulations
The current scenario demands meaningful alternatives to AI dominance by big corporations. How can we create those? Regulations promoting openness and competition must be encouraged. Legislation and regulatory institutions have a crucial role to play and the potential to bring about significant change.
As professionals serving communities in Mid-Michigan, this analysis offers crucial insight into how we perceive and interact with AI tools. It reminds us to stay informed, question assumptions, and be proactive in advocating for meaningful changes that will shape the future of AI.
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Featured Image courtesy of Unsplash and Ales Nesetril (Im7lZjxeLhg)
