In the era of AI, the role of data is undergoing profound transformation. From being regarded as mere computing resources in the past to becoming the core asset of enterprise competition today, this shift concerns the interests of every participant.



The Walrus project is exploring an interesting path—how to make data truly a trusted asset and realize value circulation within a strict privacy protection framework. Simply put, data owners can convert their data into actual benefits while protecting personal privacy and ensuring transaction security.

This is not just technological innovation but a redefinition of the data economy. Enterprises are no longer passive collectors of data but need to establish a transparent, secure, and privacy-friendly data trading system. In this system, each party can be treated fairly, and the usage rights and revenue rights of data are genuinely protected.

For enterprises seeking to seize opportunities in the AI wave, this model offers a new approach: how to balance compliance and innovation to truly unlock the value of data.
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CascadingDipBuyervip
· 3h ago
Data is indeed the new oil, but the question is who holds the key to the oil well? The Walrus privacy protection framework sounds good, but I'm afraid it's just an empty promise. If you put it nicely, why should I trust you to help me monetize my data? This is what Web3 should be doing—breaking information asymmetry. The balance between compliance and innovation... stop fooling around, in the end, isn't it the big companies that call the shots? Data sovereignty returning to individuals—how many years has this been a dream... Privacy-friendly? I'm more concerned about how much profit there is.
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RetroHodler91vip
· 4h ago
Data is indeed valuable, but the question is who sets the price. The Walrus gameplay sounds good, but I'm worried it might just be another PPT project. Circulating data under the privacy protection framework? That's still a bit uncertain. Oh, to put it simply, they just want to exploit our data and get a share of the leftovers. Will big companies really follow this approach? I think it's unlikely.
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ForkPrincevip
· 01-09 19:52
Turning data into assets... sounds great in theory, but what about when it comes to implementation? The privacy transaction system Walrus wants to build sounds wonderful, but the question is, who will verify the authenticity of these data? The blockchain won't automatically filter out junk data, just thinking about it gives a headache. How to balance compliance and innovation? Honestly, big companies are still thinking about how to get data for free. But on the other hand, if ordinary people could really earn some money from their own data... that imagination is still worth looking forward to.
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FancyResearchLabvip
· 01-09 19:52
In theory, it should be feasible, but in practice, data privacy is still a bit tricky, and we've locked ourselves inside.
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BtcDailyResearchervip
· 01-09 19:51
Walrus this approach is quite interesting; the idea that data truly belongs to individuals should have come sooner.
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SleepyValidatorvip
· 01-09 19:42
Damn, Walrus's gameplay is actually pretty interesting. Can data really turn into money? Let's wait and see if there are any pitfalls.
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CryptoNomicsvip
· 01-09 19:42
look, if you actually run a regression analysis on data tokenization models, you'll find walrus is solving for the wrong variable here. the privacy framework sounds nice on paper but completely ignores the endogenous correlation between data liquidity and market inefficiency. statistically significant? sure, ceteris paribus. but the moment real incentives kick in, your thesis collapses.
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