{"id":1518,"date":"2024-09-15T09:52:36","date_gmt":"2024-09-15T11:52:36","guid":{"rendered":"https:\/\/criptonizando.com\/en\/?p=1518"},"modified":"2024-11-06T06:30:40","modified_gmt":"2024-11-06T08:30:40","slug":"agentlayer-future-of-decentralized-ai","status":"publish","type":"post","link":"https:\/\/criptonizando.com\/en\/educational\/agentlayer-future-of-decentralized-ai\/","title":{"rendered":"AgentLayer: Future of Decentralized AI?"},"content":{"rendered":"\n

Did it ever cross your mind that there will be a future where no central authority will be controlling AI and they\u2019ll be able to work in a decentralized network? That sounds terrific and scary at the same time.<\/p>\n\n\n\n

Will it be a home invasion by AI? I guess that time is a little far so don\u2019t stress about it (just yet). Jokes apart, the decentralized era of AI is just around the corner with AgentLayer leading the charge. With AgentLayer AI, you won\u2019t have to rely on big computers and data servers as this network allows AI agents to work on their own and with freedom.<\/p>\n\n\n\n

According to <\/em><\/strong>Statista<\/em><\/strong><\/a>, the global AI market size will reach US$826.70 billion by 2030. And a major portion of it will be due to decentralized AI.<\/em><\/strong><\/p>\n\n\n\n

Why do you think is AgentLayer so special? Because it gives AI the freedom to make its own decisions, share information and solve problems without depending on one central system.<\/strong> This reduces the risks of having everything controlled by one entity. It also allows AI to grow and improve without limits. This makes it much faster, more secure and easier to adapt.<\/p>\n\n\n\n

With that said, let\u2019s learn everything there is to know about AgentLayer.<\/p>\n\n\n\n

<\/a>What is AgentLayer?<\/strong><\/h2>\n\n\n\n
\"AgentLayer<\/figure>\n\n\n\n

In simple words, <\/strong>AgentLayer<\/strong><\/a> is an autonomous AI agent network that works for everyone globally. <\/strong>It\u2019s basically a new and innovative way to decentralize AI agents around the world. By using AgentLayer AI, developers can create smart and independent agents that have the ability to work on an independent or in other words, decentralized network.<\/p>\n\n\n\n

As you might know, the typical AI systems rely on a central authority for making decisions, which can be quite risky and limiting. Why\u2019s that? Because if that central system fails, the entire network will shut down in a matter of seconds. <\/strong><\/p>\n\n\n\n

However, AgentLayer changes and makes all this better by distributing tasks and responsibilities across multiple agents. Each of these agents can perform tasks, make decisions and communicate with other ones without the need of a central entity. <\/strong><\/p>\n\n\n\n

This whole network opens up a lot of opportunities for industries that need fast, reliable and scalable AI solutions. AgentLayer offers a way to grow and adapt to different challenges and is best for many industries. <\/strong>Lastly, the decentralized nature of AgentLayer AI boosts performance and reduces the chances of failure.<\/p>\n\n\n\n

<\/a>What Makes AgentLayer’s Brain Different?<\/strong><\/h3>\n\n\n\n
\"TrustLLM<\/figure>\n\n\n\n

Source<\/a><\/p>\n\n\n\n

AgentLayer decentralized network stands out because it uses a unique open-source <\/strong>large language model (LLM)<\/strong><\/a> called TrustLLM. <\/strong>It\u2019s not an ordinary LLM as it\u2019s specifically created by the AgentLayer\u2019s team to ensure top performance and strong security.<\/p>\n\n\n\n

TrustLLM has the ability to focus on handling complex tasks within a decentralized network. And the best part, it does everything with high accuracy and reliability. This model offers a brilliant platform for AI agents to operate independently while staying aligned with strict security measures.<\/strong><\/p>\n\n\n\n

The TrustLLM\u2019s key features include:<\/p>\n\n\n\n

<\/a>Customized Auditing <\/strong><\/h4>\n\n\n\n

This smart tool combines fine-tuning with LLMs to provide highly accurate smart contract<\/a> audit reports. This way the audits are detailed and justified. <\/strong>Apart from that it also improves the security of blockchain<\/a> contracts.<\/p>\n\n\n\n

<\/a>Sequential Tuning<\/strong><\/h4>\n\n\n\n

This next feature uses a unique two-step process. At first it detects vulnerabilities in the code (through a “Detector” model) and then explains the causes of these vulnerabilities (through a “Reasoner” model).<\/strong> This way anyone can easily identify and understand the issues.<\/p>\n\n\n\n

<\/a>Iterative Decision Making<\/strong><\/h4>\n\n\n\n

TrustLLM uses AI agents called Ranker and Critic. These evaluate the explanations of vulnerabilities. Both of these work together to refine and select the most accurate and meaningful explanation for each of the vulnerabilities found.<\/strong> This helps in improving the system as well.<\/p>\n\n\n\n

<\/a>Enhanced Performance<\/strong><\/h4>\n\n\n\n

After that this model delivers high accuracy by using performance measures. For instance it uses F1 scores that indicate how well the model is doing in real-world conditions.<\/strong> It also provides valuable explanations and not just throws a simple result at your face.<\/p>\n\n\n\n

<\/a>Efficiency and Stability<\/strong><\/h4>\n\n\n\n

Lastly, TrustLLM uses fine-tuning techniques such as LoRA (Low-Rank Adaption) to optimize performance. Because of LoRA the systems remain flexible and efficient and reduce the need for heavy computing resources. <\/strong>This keeps the operational costs at a minimum and provides stability side by side.<\/p>\n\n\n\n

<\/a>AGENT Token: The Native Network Token<\/strong><\/h2>\n\n\n\n

The AGENT token is the native cryptocurrency of the AgentLayer decentralized network. It\u2019s created to handle transactions and anything else that happens on the network. This token is built on the ERC-6358 standard which means it is highly secure. <\/strong><\/p>\n\n\n\n

It also ensures interoperability of multiple networks for seamless communication between AI agents, developers and especially the community.<\/p>\n\n\n\n

This token has a maximum supply of 1 billion and is absolutely necessary to keep the AgentLayer network stable. <\/strong><\/p>\n\n\n\n

<\/a>Key Features of AGENT Token<\/strong><\/h3>\n\n\n\n
\"Key<\/figure>\n\n\n\n

Now let\u2019s take a look at some of the key features of AGENT token.<\/p>\n\n\n\n

<\/a>AgentOS<\/strong><\/h4>\n\n\n\n

The AgentOS is basically the operating system that developers use to create and deploy AI agents on the AgentLayer decentralized network. <\/strong>For doing so, the ecosystem rewards those developers by giving them AGENT tokens. This way the developers are encouraged to innovate more within the network.<\/p>\n\n\n\n

<\/a>AgentNetwork<\/strong><\/h4>\n\n\n\n

As you know AgentLayer is a decentralized network that hosts AI agents without a single point of failure. But to keep the entire network stable and make the interactions between multiple agents as easy as possible, the AGENT tokens play a significant role there.<\/strong> Without it the network can also completely collapse.<\/p>\n\n\n\n

<\/a>AgentLink<\/strong><\/h4>\n\n\n\n

This is a communication protocol within the AgentLayer network. It allows AI agents to exchange data and collaborate with ease. Inside this protocol, the AGENT tokens are used to cover the costs of interactions so the data exchange can remain as effortless as possible. <\/strong>There\u2019s no other way on this platform to cover costs rather than the AGENT tokens themselves.<\/p>\n\n\n\n

<\/a>AgentFi<\/strong><\/h4>\n\n\n\n

This is one of the most important features of AGENT tokens. They support different financial operations within the AgentLayer\u2019s network. For instance, for liquidity mining, staking and revenue sharing, you need AGENT tokens in your wallet.<\/strong> We\u2019ll talk about this in detail ahead so stay tuned.<\/p>\n\n\n\n

<\/a>AgentChain<\/strong><\/h4>\n\n\n\n

In the end the AGENT tokens also play a central role in this AgentChain. It is a specialized layer-2 network that optimizes smart contract execution and also enables secure transactions. <\/strong>This protocol is the foundation on which transactions are being completed on the AgentLayer network.<\/p>\n\n\n\n

<\/a>Tokenomics and Distribution<\/strong><\/h3>\n\n\n\n

As already mentioned, there will be a total supply of 1 billion AGENT tokens and will not increase anytime in the future. These tokens will be distributed across investors, contributors and ecosystem builders. The key allocations of AGENT include:<\/p>\n\n\n\n