Model ownership and data sovereignty—this is the real way forward. Imagine if the community could truly own the intelligent systems, while individuals fine-tune models with default privacy, then we could have truly personalized AI without sacrificing identity information and privacy. Sounds good, right? But the challenge lies in how to design incentive mechanisms and governance systems. How can we motivate all participants to contribute? Who makes the decisions? These are the real problems that need to be solved.

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AlphaLeakervip
· 6h ago
The governance part is definitely a pain point. To put it simply, everyone wants a share but no one wants to take the blame. If the incentive mechanism is slightly off, the entire system can collapse.
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GasGasGasBrovip
· 6h ago
That's correct, the issue isn't with the vision itself, but with who has the say in profit distribution.
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rekt_but_not_brokevip
· 6h ago
Sounds nice, but governance is really hellishly difficult... Who's making the final call here?
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ZKProofstervip
· 6h ago
yeah sure, decentralized governance sounds romantic until you actually need to implement the incentive mechanism. then suddenly everyone's arguing about tokenomics instead of building something useful. been there.
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SerumSurfervip
· 7h ago
Basically, it's that old problem again: if the incentive mechanism isn't set up properly, it's all for nothing. In the end, a few big players will definitely be calling the shots.
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