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The article explores the concept of decentralized AI as an alternative to centralized systems, reviewing research on federated learning and distributed computing that could enable collective ownership of AI.
AI companies should selectively own their intelligence to address cost, latency, and data privacy constraints by using post-training and online learning to build continuously improving domain-specific models.
The article contrasts two AI futures—the 'pet model' where users become dependent on corporate-owned AI, and the 'symbiosis model' where individuals co-own and shape AI—warning against the danger of voluntarily outsourcing agency to centralized systems.
Clement Delangue tweets about the importance of owning AI model weights, emphasizing that if you don't own them, you don't own your brain.
In this op-ed, Senator Bernie Sanders argues that because AI is built on collective human knowledge, the public should own half of major AI companies through a sovereign wealth fund, ensuring democratic control and that profits benefit society.