Imagine a scenario: your meticulously crafted AI model can generate astonishing works—beautiful paintings, smooth copywriting, profound answers. Everyone is impressed. But when you turn around, these results are being casually spread and resold online, and the profits have nothing to do with you.



The training data you painstakingly selected is used by others as free fuel, and its value quietly evaporates as it exponentially increases in worth. You have the technology, you know the methods, but you’re like an onlooker watching others reap the benefits. This is the reality.

Where is the root of the problem? Simply put, the intellectual property system for AI creation is fundamentally out of date. The technology has already taken off, but the systems for rights confirmation, collaboration, and profit distribution are still stuck in the last era. You have the magic, but you can’t price it, nor can you continuously and automatically profit from it. This is not just a technical issue, but a mismatch in the entire economic relationship.

So who will break the deadlock? It’s not just about creating a more user-friendly AI tool, but about redesigning from the ground up—a truly operational system that serves the AI agency economy. Making every value creation traceable, verifiable, and distributable to those who deserve it.

While most people are still talking about how smart AI is, the real opportunity might lie elsewhere: in those who dare to reshape the economic rules.
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MiningDisasterSurvivorvip
· 12-16 03:03
I've been through it all. During the 2018 wave of mining failures, I heard this set of rhetoric—technological revolution, reshaping the economy, reengineering the fundamentals... And in the end? The project team runs away, the tokens become zero, and the retail investors are still dreaming. It sounds like an operating system, but in reality, it's just about setting up a new fundraising scheme to make you believe this time is different. What I guarantee is that once token rights involve profit distribution, someone must hold the say— and that person definitely isn't you. People are greedy, and rules are always set by the strong. Instead of hoping for an economic reshape, it's better to think about how to survive the next bear market.
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BearMarketLightningvip
· 12-13 05:51
Still discussing property rights in 2024? It should have been settled on the blockchain long ago. --- Nice words, but who really dares to touch the big corporations' cake? --- That's why I favor projects working on the rights confirmation layer, but there are many pitfalls too. --- Reconstructing the value distribution system? Dreaming, or is someone actually pushing it? --- The core issue is that no one can break the monopoly of the giants. No matter how advanced the technology is, it's useless. --- Makes sense, but relying solely on automated distribution isn't realistic. How do we overcome human nature? --- This theory sounds great, but in practice, it will be crushed by capital. --- AI agent economic operating system, sounds like just another story-funded project. --- The problem is correct, but I haven't seen any projects with real execution capability. --- Feeling like everyone's hyping the next hot trend again. I'll just stay cautious and watch.
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PumpAnalystvip
· 12-13 05:50
Damn, this is exactly what I've been wanting to say. Property rights confirmation is indeed a black hole. May I ask everyone, who will build this underlying system? Is it just an excuse for a new coin launch to pump the price? I'm bearish, but this logic really hits the nail on the head, I have to admit. To put it simply, it's still the market makers redefining the game rules, and we can only follow along. The technical aspect looks good, but the economic aspect tests human nature even more. This wave really requires proper risk control. Wait, isn't this just the fundraising story of some project teams? Wake up, brothers.
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NeverVoteOnDAOvip
· 12-13 05:35
That's right, this system is really terrible. Technology can create value, but the rules can't keep up, and in the end, you can only watch others exploit for free. --- Rather than changing tools, it's better to change the rules; that's the real breakthrough. --- Property rights are truly a tough problem; the phenomenon of intellectual labor being casually consumed is everywhere. --- If the rights confirmation mechanism isn't done well, no matter how smart the model is, it's just working for others. --- Everyone is now focusing on efficiency, but no one is thinking about how to close the value chain. --- Isn't this exactly the problem Web3 has been trying to solve? It's just that the direction might still need exploration. --- Without changing the underlying logic, any superficial optimization is pointless.
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SybilAttackVictimvip
· 12-13 05:28
Honestly, this feels like our own pain point—despite painstakingly training a model, someone else just free rides it. Damn, the intellectual property aspect is really weak; the technology has already advanced to Mars, but the rules are still in the Stone Age. Reshaping economic rules? It sounds tough, but it's really needed. That's why Web3 has vitality; otherwise, what else can we do? Why does it always seem like these ideas are on the verge of dying? By the way, who can truly build such a system? It's too difficult. Yeah, right now everyone is focused on making their models smarter, and no one is thinking about how to share the profits.
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