Yotta Labs Chooses Walrus for Decentralized AI Data and Workflows
Yotta Labs has chosen Walrus as its main data layer for decentralized AI storage and workflow management. This step helps Yotta build a better AI system without giving up decentralization. At the same time it keeps performance fast and costs low for users.
Yotta Labs is building a decentralized operating system for AI called DeOS. This system is designed to help developers manage AI tasks in a simple way. These tasks include training models running data processing and handling large files. For this goal Yotta needed a storage system that could handle heavy AI workloads while staying decentralized. Walrus fits this need.
One of the biggest problems in AI today is storage. Centralized storage becomes very expensive when AI systems grow. It also creates trust and control issues. Many decentralized storage options exist but most of them are slow or hard to use for real AI work. Walrus solves this problem by offering fast access low cost and reliable decentralized storage.
As the default data layer for Yotta Walrus can store and manage large amounts of AI data. This includes training data model files logs and media outputs. Users can work with these files smoothly without worrying about high fees or slow speeds. This makes AI development easier and more open for everyone.
Rebecca Simmonds from the Walrus Foundation said that Yotta understands both machine learning and blockchain very well. She explained that AI quality depends on data quality. With Walrus Yotta no longer has to choose between decentralization and speed. They can now have both while also reducing costs.
Yotta Labs is also building an AI cloud platform. This platform helps developers access computing power with just a few clicks. It supports training inference and other AI tasks. The system is designed to work well across different types of hardware so developers do not need to worry about technical limits.
Daniel Lee the CEO of Yotta Labs shared that centralized storage becomes too costly at scale. This is especially true for AI training and checkpoints. He said most decentralized options do not offer fast access fine control or easy integration. Walrus already has these features built in which makes it a strong choice for AI data needs.
The Walrus integration also improves Yotta existing storage system. It supports user managed storage temporary storage and model data storage. It also prepares the system for future tools like RAG systems and decentralized memory for AI agents. This makes it easier to build smart AI systems that can remember and retrieve information.
Yotta also plans to work with Mysten Labs services like Seal and Nautilus. These tools will add better access control and secure data sharing. This will help protect data while keeping workflows smooth as the network grows.
This partnership shows a clear move toward real decentralized AI infrastructure. It focuses on real use real performance and real cost savings for developers and users.
How Builders Used Walrus During 2025 Summer Hackathons
In 2025 summer hackathons many Web3 teams built new apps using Walrus as their data layer. Builders needed more than simple storage. They needed speed trust and control. Walrus helped teams store read and update data in a clear way. AI projects used it for large data sets. Wallet and creator apps used it for profiles and media. Games used it to give players real ownership. Privacy apps stored encrypted data only when users allowed it. These projects showed how strong data tools help Web3 apps feel real useful and ready for daily life.
2025 Summer Hackathon Highlights Building on Walrus
In 2025 many Web3 teams joined summer hackathons to build the future internet. These events showed one clear thing. Developers need more than basic storage. They need full control of data. Walrus is becoming a key choice for this work.
Walrus acts as a global data layer. It lets apps store read and update data in a fast and clear way. Builders can trust their data and prove how it moves. This helps apps feel real and ready for daily use.
During recent hackathons many teams used Walrus as their main data base. These teams worked on AI tools wallets social apps games and privacy tools. All of them needed strong data support.
In AI projects teams used Walrus to store large data sets. These data sets were used to train and run smart systems. Walrus helped keep costs low while staying fast. This made AI work easier on chain.
Some teams built creator tools and wallets. These apps let users share links receive tips and manage online identity. Walrus stored images profiles and content. This kept user data safe and always available.
Other teams focused on tools for builders. Some made safe demo sharing platforms. Others built tools to track code history and prove where apps came from. Walrus stored files and records that could not be changed later.
Games and culture projects also stood out. One game used cards and fishing to create fun NFT items. Players truly owned what they earned. Walrus stored game data and items so players stayed in control.
Some teams explored programmable storage. They connected NFTs with real world objects like 3D models. Users could change designs and create physical items. Walrus handled large files and kept ownership clear.
Privacy apps were another strong area. Messaging tools let users send private notes that disappear or stay encrypted. Walrus stored encrypted copies only when users chose to save them. This gave full control back to people.
Other teams brought Walrus to more chains. They built tools that let users from different networks store data without learning new systems. This helped Walrus reach more builders and users.
Email tools document signing and video apps also appeared. These apps stored content on Walrus and gave creators full ownership. No platform control no silent removal.
Across all projects one trend was clear. When developers get fast trusted and flexible data tools they build better apps. Walrus helped remove limits and unlock ideas.
These hackathons showed what the future can look like. A more open internet. Data owned by users. Apps built to last.
Builders shape the future. Walrus powers the data.
Print-to-earn este o noțiune nouă în Web3 în care utilizatorii câștigă recompense prin imprimarea 3D a obiectelor din NFT-urile deținute. Fiecare NFT oferă acces la un model 3D care poate fi imprimat ca un jucărie mică sau o figură mai mare. Utilizatorii trimit dovada imprimării și primesc tokenuri sau recompense. Proiectul Walrus NFT folosește această metodă cu caractere unice de morsă. Deținătorii pot personaliza imprimările, le pot arăta online sau le pot vinde ca obiecte fizice, câștigând în același timp recompense. Unele venituri susțin protejarea oceanelor. Print-to-earn transformă deținerea digitală în valoare reală și creează noi modalități de interacțiune cu NFT-urile.
Print to earn este o idee nouă în Web3. Combină NFT-uri, bani digitali și imprimare 3D. Ideea este simplă. Câștigi recompense imprimând obiecte reale din designuri digitale deținute de tine.
În această model NFT-uri nu sunt doar imagini. Ele sunt chei. Când deții un NFT, deții și dreptul de a imprima un obiect real din acesta. Acest lucru transformă arta digitală în ceva pe care îl poți atinge și folosi.
Print to earn a început să crească în ultimii ani, pe măsură ce imprimantele 3D casnice au devenit mai ieftine și mai ușor de folosit. În același timp, instrumentele blockchain s-au îmbunătățit. Aceasta a făcut posibilă urmărirea cine deține un design și cine îl imprima.
Nami Cloud offers fast and easy cloud tools for Web3 builders. It helps developers move from normal cloud systems to open networks with less effort. Apps built with Nami Cloud can run on Sui with strong speed and privacy. Walrus provides the data layer and Seal keeps user data safe. This setup removes many problems builders face today. Storage stays fast and trusted. Apps scale better and feel smooth for users. Nami Cloud makes Web3 building feel closer to daily life tools. This helps more teams build and grow with confidence.
Nami Cloud Brings Fast Cloud Tools to Help Walrus Grow
Nami Cloud offers fast and simple cloud services for developers. Its main goal is to make Web3 building easy for normal teams. Developers can move from old cloud systems to Web3 without pain. The process is smooth and quick.
Nami Cloud helps builders create apps on the Sui network. These apps can scale well stay private and run fast. Walrus powers the data layer and Seal protects the data. Together they give builders a safe and strong base.
Many developers want to build open apps but face problems. Central storage is fast but not safe. Decentral storage is safe but often slow. Teams are forced to choose between speed and trust. This makes building harder and users unhappy.
Storage tools are another big issue. Many teams already use S3 style storage in daily work. Most Web3 tools do not support this style. Teams must rebuild their systems from zero. This costs time and money. Because of this many projects stop early.
Network access is also a problem. Some services slow down when apps grow. When traffic rises apps feel slow. Users lose trust. This blocks Web3 apps from reaching real people.
Nami Cloud solves these problems by building on Walrus. Walrus is made for Sui from the start. It works smoothly with smart contracts. Apps can read and update data without delay. This removes many layers of pain.
To keep apps fast and stable Nami Cloud uses a new RPC system from Walrus. This helps apps handle many actions at once. Data loads fast. Transactions stay smooth. Apps feel ready for daily use.
Seal adds strong privacy. It encrypts sensitive data and controls who can access it. Rules live on chain. Builders can protect user data by design. Privacy is not added later. It is built in from day one.
With this setup developers can build new types of apps. Users can store private files safely. Apps can handle private data without showing it to the public. Teams can build secure chat tools private markets and safe data apps.
Nami Cloud keeps things simple. Builders do not need deep Web3 knowledge. They can use familiar tools and move fast. The hard parts stay hidden in the system.
This is why Nami Cloud chose Walrus. It is fast. It fits Sui well. It scales with demand. It keeps data safe. It helps apps grow without stress.
Together Nami Cloud Walrus and Seal turn storage into something active. Not just a place to save data but a layer apps can trust.
Some stories feel strange but still meaningful. This is one of them. It is not about secret groups or hidden files. It is about ideas that move like the wind. Ideas that travel without permission and cannot be locked away.
The first idea is a voice in the wind. You do not see it but you feel it. It shows up when people start asking questions. Why systems fail. Why trust is broken. Why people want freedom over control. This voice is soft but it spreads fast. Like crypto news it moves from phone to phone and mind to mind. You cannot stop it once it starts.
In daily life this voice feels like doubt mixed with hope. People are tired of empty promises. They want systems that are open and fair. They want to own their time and value. This is why digital money and open networks matter. Not for hype but for choice.
The second idea is a flag. A flag is not just cloth. It is a sign. It tells people where they stand. In crypto a flag is belief. Some raise it for freedom. Some raise it for profit. Some raise it to fight old systems. Every market cycle lifts new flags. Some fall. Some stay.
Raising a flag also means risk. You stand where others can see you. But without flags nothing changes. Builders raise flags when they launch tools. Users raise flags when they choose where to store value. This is how progress looks in real life.
The last idea is a walrus pup. It sounds simple but it matters. A young walrus cannot survive alone. It needs care and time. New technology is the same. Early projects are fragile. They need patience not panic. They need users who understand growth is slow.
Crypto is still young. Mistakes happen. Markets swing. Fear spreads fast. But growth happens quietly. In code updates. In small communities. In people learning step by step.
These three ideas remind us why we are here. Not just to trade. Not just to chase price. But to build systems that move freely stand clearly and grow with care.
Recent governance changes in Walrus focus on how the network works in real life. These updates are not about hype. They are about stability and safety. Governance now adjusts how data is copied when repairs begin and what storage providers must deliver. The goal is to keep data safe for a long time not just reduce short term costs.
After these updates the system often repairs data earlier. This may use more bandwidth or cause small delays but it lowers the risk of data loss. Governance also raises standards for storage providers. Weak nodes are removed. This means fewer operators but stronger performance overall. Walrus shows that good governance is about steady and reliable behavior under real conditions.
Many tokens work best during busy moments. More users bring more action and more noise. But data does not work this way. Data must stay available even when things slow down. In fact data matters most during quiet times when people look back and check records.
WAL is built for this need. It rewards steady work not short hype. Operators stay active even when usage is low. This keeps data safe and ready at all times.
Most networks delay this problem. WAL solves it early. That is why it is built for the long run and not just the launch phase.
Stocatorii de WAL Pot Acum Cere Airdropul de Fază Două Walrus
Walrus a anunțat vești bune pentru comunitatea sa. Stocatorii de WAL pot acum primi a doua rundă de recompense pentru airdropul WAL. Mulți membri ai comunității care au sprijinit proiectul de la început pot acum reclama tokenii lor.
Dacă ați staked WAL înainte de data instantanaiului, este posibil să fi primit un NFT în portofelul dumneavoastră. Acest NFT este dovada dumneavoastră. El vă permite să vă reclamați tokenii WAL astăzi. Pagina de reclamare este activă și gata.
Această distribuție gratuită este făcută pentru a mulțumi utilizatorilor loiali ai Walrus. Mai mult de optzeci de mii de portofele sunt incluse. Scopul este simplu. Recompensăm persoanele care au rămas active și au sprijinit rețeaua.
Walrus has launched the second WAL airdrop for its community. Users who staked WAL before the snapshot date can now claim their tokens. An NFT in your wallet acts as proof and allows you to receive WAL. The airdrop rewards loyal members based on staking time, consistency, and amount. Only native WAL staking is eligible. If you do not see an NFT do not worry more airdrops will come. To claim visit the official page connect your wallet and exchange your NFT for WAL. A small amount of SUI is needed for gas. Stay active for future rewards.
I am the walrus is no longer just a song. It feels like a voice from the ice. The Arctic is changing fast. Ice breaks where it once held firm. Water opens. Ships move in. The walrus lives on ice. When ice fades safety fades too.
This piece takes an old tune and gives it new meaning. The walrus watches steel ships and dark smoke. Fish scatter. Silence ends. Nature does not shout. It slowly cracks.
The Arctic opening is not a win. It is a warning. What melts there reaches everyone. #walrus @Walrus 🦭/acc $WAL
I am the walrus is a song that once lived as a dream. John Lennon said the words did not mean much. But time has a way of changing meaning. What felt like sound play in the past now feels like a mirror. In 2025 the dream feels real.
This piece gives the song to a walrus. Not as a joke. Not as art alone. But as a voice from the ice. The Arctic is opening. Ice is breaking. Water is moving. Ships are coming.
The walrus lives on ice. Ice is not empty land. Ice is home. Ice is rest. Ice is safety. When ice breaks the walrus does not move forward. It loses ground.
The song follows the tune of I am the walrus. But the view is different. The view is low. The view is slow. The view is from a body that feels weight and cold and loss.
Tankers cut through ice. Steel moves where silence lived. Smoke rises where stars once ruled. The sea feels busy and loud. Fish scatter. Nets pull hard. Life grows thin.
The words mix old sounds and new meaning. Soft Greenland words sit next to hard ship sounds. One feels like breath. The other feels like pressure. Together they tell the story of change.
The walrus watches icebreakers push forward. It does not know plans or maps. It only knows that the floor is weaker. The cold is shorter. The wait is longer.
The song repeats the line I am crying. That line matters. Nature does not shout. It cracks. It drifts. It fades. Crying here is not noise. It is loss.
The Arctic opening is often called chance. New paths. New trade. New gain. But every open path has a cost. The walrus pays first. The bear follows. People feel it later.
This is not about one place or one flag. The Arctic touches many lands. What happens there moves the whole world. Weather shifts. Water rises. Food chains bend.
The walrus waits in the song. Waiting for the moon. Waiting for quiet. Waiting for ice to return. But waiting does not stop ships.
This piece keeps the shape of the old song but fills it with now. What once sounded strange now sounds clear. The dream has weight.
I am the walrus is no longer just sound play. It is a mirror of what we are doing. The Arctic is opening. The question is not who enters. The question is what disappears.
The walrus stands on thinning ice. It asks for nothing big. Only space. Only cold. Only time.
SUI is one of the strongest crypto projects this cycle. A big reason is Walrus Protocol. Walrus is a decentralized storage system built by Mysten Labs. It aims to offer fast cheap and simple data storage for Web3 apps. Unlike Amazon AWS Walrus does not rely on one company. Data is spread across many nodes which improves safety and control. Developers can easily manage access using smart contracts. Walrus is not trying to replace AWS everywhere. It focuses on crypto apps games and AI tools. In the Web3 world Walrus has strong potential.
Când sistemele cedă: Ce contează cu adevărat walrus
@Walrus 🦭/acc #walrus $WAL Multe sisteme de stocare se bazează pe replicarea simplă. Iei fișierul tău, faci o mulțime de copii și le distribui. Pare solid, nu-i așa? Zece copii ar trebui să însemne o disponibilitate ridicată. Dar să fim sinceri — îți plătești acel fișier de zece ori. Fișiere mici, ok. Dar încearcă să stoci videoclipuri, seturi de date mari sau modele de inteligență artificială, și factura crește în mod alarmant. Replicarea funcționează — până când nu mai poți permite să o mai folosești. O mulțime de sisteme de stocare se bazează pe replicarea simplă. Iei fișierul tău, faci o mulțime de copii și le distribui. Pare solid, nu-i așa? Zece copii ar trebui să însemne o disponibilitate ridicată. Dar să fim sinceri — îți plătești acel fișier de zece ori. Fișiere mici, ok. Dar încearcă să stoci videoclipuri, seturi de date mari sau modele de inteligență artificială, și factura crește în mod alarmant. Replicarea funcționează — până când nu mai poți permite să o mai folosești.
Poate SUI să învingă Amazon AWS cu protocolul Walrus
Rețeaua SUI s-a transformat în una dintre cele mai puternice povești din acest ciclu cripto. În ultimul an, SUI a crescut mult mai rapid decât majoritatea proiectelor cripto mari. În timp ce multe altcoin-uri au avut dificultăți, SUI s-a remarcat datorită unei tehnologii puternice și unei direcții clare. În spatele SUI se află Mysten Labs, o echipă dedicată construirii de unelte reale, nu doar a unui zgomot.
Una dintre cele mai mari mișcări din partea Mysten Labs este Walrus Protocol. Walrus este un sistem descentralizat de stocare a datelor construit pentru a susține următoarea generație de aplicații. În prezent, mulți se întreabă o întrebare importantă. Poate Walrus să provoace Amazon AWS pe termen lung.