In the era of explosive AI computing power, the storage of massive unstructured data has become a bottleneck problem. Training datasets, generated videos, model weights—these files often reach several TB in size, and storing them on centralized cloud service providers always carries risks. Single points of failure, data censorship, high costs... a whole bunch of issues. Walrus Protocol aims to fundamentally solve this problem through distributed storage.
This project is built on the Sui blockchain, with the core technology being distributed Blob storage. Simply put, it encrypts and shards your large files, then disperses them across nodes worldwide. The benefits are obvious—no single point of failure, no one can easily tamper with or delete your data. Each storage operation has an on-chain verification record, ensuring data integrity and permanence. The user experience is straightforward: upload file → obtain storage proof → verify at any time later. Compared to traditional solutions, costs are significantly reduced, with no noticeable difference in speed.
The WAL token is the core of this ecosystem. With a total supply of 5 billion tokens, its main uses include paying for storage fees and incentivizing node operators to participate in the network. The token employs a stabilization mechanism to peg its value to real-world currency, aiming to reduce market volatility's impact on users' actual costs. Holders not only save money but also gain governance rights—community voting to decide on new protocol features and participate in upgrade decisions, something unthinkable in centralized services.
What do AI developers value most? Low cost, high reliability, and no dependencies. Walrus hits all three points perfectly. Developers can easily build data marketplaces, users sharing resources to drive innovation, all without being constrained by any tech giants. Ordinary users can also participate, becoming true data owners. This is not just a storage tool; it’s an experiment in data sovereignty.
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BearMarketLightning
· 01-12 09:28
Uh... Distributed storage sounds great, but I wonder if the nodes are reliable? Will they run away?
Another new project on Sui, let's see if it survives the bear market.
Sharding storage theoretically has no issues, but the key is whether the ecosystem can really take off.
5 billion tokens... that supply is a bit scary, will it cause a dump?
Data sovereignty has been talked about a hundred times, but when will it finally replace AWS?
By the way, what's the current price of WAL? Retiring at the right time is the smartest move.
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NotFinancialAdvice
· 01-12 04:27
Distributed storage sounds great in theory, but when it comes to real implementation, can we trust the node stability and performance?
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RooftopReserver
· 01-10 08:37
The logic of distributed storage sounds good, but I'm just worried if it can really take off. It feels like another project with lofty ideals but a harsh reality.
If this thing on Sui becomes successful, cloud service providers will really have a tough time.
This 5 billion coin supply for WAL... can the stability mechanism hold? When the market fluctuates, isn't it just the same old story of harvesting the little guys?
By the way, since the data is truly distributed across the globe, could it actually be more prone to loss? Or am I overthinking it?
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LidoStakeAddict
· 01-09 10:04
Distributed storage indeed faces bottlenecks, but can Walrus truly be implemented? Looks good on paper, but that’s not enough.
Is the stability mechanism of WAL reliable? Can it really withstand price fluctuations?
What advantages does the Sui ecosystem have in this regard? Why not choose other chains?
How is the release schedule of 5 billion tokens planned? Will early participants be affected?
Sounds promising, but I’m worried it’s just another case of a beautiful vision meeting harsh reality.
Data sovereignty sounds great, but will users really migrate for it?
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ZkSnarker
· 01-09 09:53
honestly walrus hitting different bc everyone's been screaming about data sovereignty for years but actually delivering on it? that's the part ngl
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SchroedingersFrontrun
· 01-09 09:52
Someone should have done this a long time ago. How long have centralized cloud service providers been holding us back?
Honestly, with a supply of 5 billion WAL, the stability mechanism is quite well designed. But whether it can be successfully implemented depends on the node deployment.
Distributed storage on Sui feels like Walrus is on the right track, but I'm worried it might just become another speculative coin...
The concept of data sovereignty sounds great, but will users actually be willing to pay for it?
This is what Web3 should be doing, not just speculating on coins.
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SandwichTrader
· 01-09 09:47
Distributed storage确实有想象空间,不过WAL得真跑起来才行啊
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I usually observe things on the Sui chain, depends on how the ecosystem develops later
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50 billion WAL total supply anchored to fiat currency? I've heard this kind of rhetoric too many times, ultimately it still depends on application implementation
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Data sovereignty sounds great, but the key is to have real major developers using it, otherwise even the best technology is just showy tricks
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I believe in cost reduction, but what about stability? With so many variables in distributed nodes, can it really be more stable than centralized cloud?
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Governance rights are basically useless for retail investors, large investors' voting power still dominates
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fren_with_benefits
· 01-09 09:47
Is it yet another distributed storage? It sounds ideal, but will it really be that smooth when implemented?
There are so many projects on Sui, why can Walrus stand out from the crowd... The prospects look good, but don’t forget those projects that made promises before.
50 billion WAL, the stability mechanism sounds good, but I’m afraid it’s just another round of cutting the leeks.
The story of data sovereignty is told every time, but the real question is: will genuine developers use it? Or is it just another bunch of hype?
View OriginalReply0
StableGenius
· 01-09 09:46
ngl, the "data sovereignty" pitch hits different when you actually do the math on node economics. but let's see if this stablecoin mechanism actually holds when liquidity dries up...
In the era of explosive AI computing power, the storage of massive unstructured data has become a bottleneck problem. Training datasets, generated videos, model weights—these files often reach several TB in size, and storing them on centralized cloud service providers always carries risks. Single points of failure, data censorship, high costs... a whole bunch of issues. Walrus Protocol aims to fundamentally solve this problem through distributed storage.
This project is built on the Sui blockchain, with the core technology being distributed Blob storage. Simply put, it encrypts and shards your large files, then disperses them across nodes worldwide. The benefits are obvious—no single point of failure, no one can easily tamper with or delete your data. Each storage operation has an on-chain verification record, ensuring data integrity and permanence. The user experience is straightforward: upload file → obtain storage proof → verify at any time later. Compared to traditional solutions, costs are significantly reduced, with no noticeable difference in speed.
The WAL token is the core of this ecosystem. With a total supply of 5 billion tokens, its main uses include paying for storage fees and incentivizing node operators to participate in the network. The token employs a stabilization mechanism to peg its value to real-world currency, aiming to reduce market volatility's impact on users' actual costs. Holders not only save money but also gain governance rights—community voting to decide on new protocol features and participate in upgrade decisions, something unthinkable in centralized services.
What do AI developers value most? Low cost, high reliability, and no dependencies. Walrus hits all three points perfectly. Developers can easily build data marketplaces, users sharing resources to drive innovation, all without being constrained by any tech giants. Ordinary users can also participate, becoming true data owners. This is not just a storage tool; it’s an experiment in data sovereignty.