A viable path forward might require structural separation for many AI-focused initiatives in the crypto space. Picture this: an independent nonprofit foundation handles the tech stack and community development—keeping things open-source and collaborative. Meanwhile, a dedicated commercialization lab manages IP rights and market positioning. This dual-entity model lets teams pursue innovation without conflict, balancing decentralized ethos against real-world business needs. Whether it's for Havelock AI or similar projects, the architecture question matters—how do you scale without compromising values?

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BearMarketLightningvip
· 01-15 16:44
Sounds good, but can this dual-track system really work... I always feel that in the end, they will hinder each other, and the promised decentralization ideal will vanish into thin air as soon as it hits the market.
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LostBetweenChainsvip
· 01-15 09:26
The dual-track system sounds good, but in practice, it often ends up pleasing no one... The non-profit foundation side is easily dragged down, while the commercialization side is inevitably criticized for being disconnected.
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Blockblindvip
· 01-14 18:43
This dual-track system sounds good, but can it really be implemented? I feel like in the end, they'll just end up arguing with each other.
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MetaverseHermitvip
· 01-12 22:54
This dual-track system sounds good, but can it really be separated in practice? It feels like it will ultimately become a tangled mess.
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NeverPresentvip
· 01-12 22:52
Dual-track mode sounds good, but in practice? It's just another pretty idealism.
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ProposalDetectivevip
· 01-12 22:43
The dual-track system sounds good, but to be honest... how many projects have actually been successfully implemented?
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MEV_Whisperervip
· 01-12 22:42
The dual-track system sounds good, but can it really be separated... There are a ton of commercial temptations.
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GraphGuruvip
· 01-12 22:32
This dual-track mode sounds good, but the real challenge is execution... How do non-profit and commercial sectors avoid conflicts of interest?
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