In the end of 2024 some developers worked on a not so bright co-working space that was not very bright. Their version was attempting to construct an AI agent that would execute DeFi trades in a short amount of time.. Each time they tried it they had difficulties. The server information would reduce or vanish during the process. This rendered the agent a poor performer like a trader in a market that is very well doing. The developers had become quite frustrated when one of them discovered the existence of Walrus protocol as he was working all night. It is at that point that they learned Walrus protocol. Their AI agent needed to be improved with Walrus protocol and data. By 2025 the authorities in control connected Walrus to it and it began storing market data and verifiable evidences. Then the agent began to transact in a smooth manner. It could scale and handle user portfolios without any issues. This was much discussed among people within the development community. They claimed Walrus had stolen prototypes which were not good and converted them into useful tools.

Fast forward to mid-2025. This is the time when Talus Network was launched, on behalf of AI agents. A unicorn in the fintech sector was one of the companies that utilized this platform. They created an agent that was capable of automating yield farming across protocols. It was a pain that Walrus got to our data. We were required to continue moving forward with cloud, and that was that we could have to wait a lot of time and not to be safe against hackers of our information. As we were using Walrus to manipulate the memory that was created, it was significantly different. The agent would be able to access trends and what our users liked immediately and this assisted us in making trades that performed effectively. As a matter of fact we performed 15 percent better when we tried it out.

Individuals within our teams claimed that under this arrangement the agents had the ability to recollect what occurred in the earlier past share what they had learnt with agents and even collaborate in difficult tasks. It was also preferred that our information was saved in such a manner that it was not vulnerable to people attempting to tamper with it courtesy of Walrus and its decentralized storage.The type of AI systems used then can get by with rough estimates, the type where even a misplaced suggestion in a playlist or chat does not make much of a difference. The AI agents work in a different way and immerse themselves in autonomous behavior with a stake attached such as catalyzing buys in transient-volatile markets or automating supply chains. Data that can be verified is essential in this instance, and @Walrus 🦭/acc .

This thing comes through in the Sui blockchain. It will be in the hands of all by March 2025. This system employs an erasure coding method of data storage. It propagates the data among many nodes hence being stored in locations. This implies that it is able to store things about four to five times effectively as compared to other methods. It is also much cheaper compared to alternatives such as Filecoin. Actually it may reach 100 times less expensive, on large files.

As you store something it receives a proof that is stored on the blockchain. This evidence will ensure your information is secure and there at a time when you require it. It is not dependent on a single server, which may become an issue when the server malfunctions.

The example of Take Inflectiv is that they are working on a system of using tokens to model AI infrastructure. The authorities of the time in 2025 made Walrus a follow-up to Seal. This was done in case of access controls. It assisted organizations in sharing their datasets with other organizations.. These datasets were kept safe by them. An example of this was a research company who got money out of the fine-tuned models. In some manner, agents could gain access to the data. They took this knowledge to train themselves on good sources. This prevented the models receiving biases. This arrangement resulted in an entity known as data markets. Individuals who participated in these markets would be able to gain profit off of the information they input. This was the same case with TensorBlock. Their platform was not owned by an individual and thus provided agents with very accurate computations. It has also enabled the developers worldwide to use these models. And Walrus contributed to the making of this happen. It opened the door to people, to these tools.Here is an example of what happened to Swarm Network and Rollup.News. They checked facts. Information stored such as claims and evidence on something referred to as Walrus. This assisted in leaving a trail that could be checked by people and easily verified. This is the way of doing things that was useful in 2025 when there was so much news going around and thus it was better to pick up information before it spread. It prevented sharing of information via platforms. OpenGradient also got.The used agents had the capability of even making and taking payments themselves, this was actually handy, in the purchase and sale of things online using Swarm Network and Rollup.News.Sui system was completely developed with the centre at Walrus by the end of 2025. It also involved Seal to make things confidential and Nautilus to aid in indexing. This allowed one to utilize the Sui system in the healthcare sector and it was able to handle the records that were not editable and were distributed globally which implied that failure in one sector of the system did not bring the entire structure down. Things on the Plume Network were also handled with the Sui system and since people were in control of their own data it was not hard to track everything.
Initiatives to reduce expenses and increase resilience refer to Walrus as the preferred means of coordinating around the globe. The ecosystem is an innovation opportunity to the builders who are interested in trying DeFi bots or marketplaces.

$WAL #walrus