GenLayer offers novel approach for AI agent transactions: getting multiple LLMs to vote on a suitable contract

We have heard a lot about artificial intelligence agents – the tools that work artificial intelligence models that can perform procedures without supervision or human intervention.

But they are still a new curiosity for most people, and as much as we can say, a few people trust in the agents of artificial intelligence to buy or enter contracts on their behalf – at the present time.

Genlayer, an emerging company outside the ghost, believes that it has a technology that provides the missing “confidence” component of the economy of the agent of artificial intelligence.

The idea of ​​Genlayer is a Blockchain energy infrastructure that allows artificial intelligence agents to formulate contracts, settle payments and implement agreements independently.

Last fall, the company announced that it had raised $ 7.5 million of prominent investors, including Aristrophom, Arrington Capital and North Island Ventures, to revive this vision.

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How to make artificial intelligence agents worthy of people – and each other

Artificial intelligence agents already prove their ability to analyze data, conclude deals and manage assets, but there is an essential problem: they do not trust each other in nature. Unlike humans, artificial intelligence agents are not afraid of judicial cases or reputable damages – so how do they impose agreements?

This is a decisive defect in developing artificial intelligence today.

“Even in a situation in which you have customers who can do trade among themselves, how do they trust each other?” Castiliana said in an interview with him recently with Venturebeat. “Amnesty International does not sleep, Amnesty International operates worldwide, Amnesty International cannot go to prison. The legal system will have a big problem dealing with this type of position.”

Traditional smart contracts, which are Blockchain -based transactions, are very rigid for trade that artificial intelligence drives.

They cannot process non -structured data, understand the complex language, or adapt to changes in the real world.

Genlayer wants to upgrade smart contracts to “smart contracts”-more elastic conventions of artificial intelligence that work largely like human contracts.

Unlike the traditional Blockchains that requires external oacles to access data outside the chain, Genlayer integrates artificial intelligence directly at the protocol level. Smart contracts can bring direct web data, processing natural language inputs and reason on complex and realistic conditions-all without relying on third-party services.

“Blockchains allows self -assumption contracts, but it has restrictions,” Castillana explained. “They cannot contact the outside world, nor can they understand the non -structured data. But artificial intelligence needs contracts that are very similar to human contracts – fast, cheap and adaptive.”

Genlayer replaces this “Democracy Optimistic, a collective model that AI moves where both auditors-each of them using different large language models (LLMS)-has whether the contract or decision-making of artificial intelligence is valid. This ensures that there is no single model for Amnesty International control and prevents manipulation.

“We have created Blockchain where auditors can still, even if they get various responses from artificial intelligence or the Internet, reach consensus,” said Castiliana. “It is a tight system primarily for the future of trade.”

How does Genlayer work

In essence, Genlayer acts as an authentic confidence class-an independent system that guarantees that artificial intelligence agents are working fairly in financial transactions, implementation of contracts and conflict resolution.

The main features include:

• Smart contractsAgreements of artificial intelligence that work to confront the natural language and access live web data.
• Make decisions driven by artificial intelligenceConsent model where the Multiple Amnesty International models vote on results to ensure reliability.
• Optimistic democracyBlockchain -based governance model prevents artificial intelligence processing using decentralized decisions.
• The ability to operate the series and the exteriorThe ability to connect smart contracts to real data and Internet sources.
• Zksync integration: The ability to expand, low costs and security at the level of wealth.

In the heart of Genlayer there is a “optimistic democracy”, a model that enhanced the evidence authorized (DPOS) that merges AI directly into verifying the health of Blockchain. Instead of relying on inevitable logic, auditors call LLMS to process natural language, interpret data and implement complex decisions on the series.

When a transaction is provided:

1. The leader’s auditor processes the application and suggests a result.
2. A group of auditors re -calculate the transaction independently, and verify the validity of the leader’s proposal.
3. If the majority agrees, the treatment is completed. If not, a new leader is chosen, and the process is repeated.

This mechanism prohibits manipulation and ensures that decisions created from artificial intelligence are supported unanimously instead of the rule of one entity.

Inspired by the theory of the jury in Condoresit-a theory of mathematical and political science in the eighteenth century by Marquis de Condorce, which says that the jury is likely to reach a correct decision with more participants-the system collects from the outputs of artificial intelligence through multiple health, and guaranteeing integrity and reliability even for unlimited plans such as the translation that it explains from the data of the supply chain or identification Dynamic pricing.

This approach was described in a white paper published by the three Genlayer founders-Castellana, José María Lago and Edgars Nemeše. You can find it guaranteed below.

Why does Genlayer think that his moment has arrived

The race to create independent artificial intelligence companies accelerate. Companies like Openai launches artificial intelligence agents who can work independently, but they still depend on slow legal and financial systems driven by humans.

“Artificial intelligence will not wait for lawyers,” Castiliana confirmed. “If we want to share artificial intelligence in the economy, we need the infrastructure that matches its speed.”

Other startups processing AI-ECENT-such as Skyfire and PIN AI- but Genlayer takes a different approach. Instead of focusing on building artificial intelligence agents themselves, Genlayer creates a confidence layer that enables them to deal.

“There are 100 emerging companies working on artificial intelligence agents,” said Castillana. “But confidence requires a third party. We build this third party – the infrastructure that makes the artificial intelligence trade possible.”

To motivate auditors and cover the costs of implementing smart contracts, Genlayer offers the original gas code called Gen. Users pay the GEN transaction fees, which are then distributed to auditors as a reward for their services.

This approach guarantees that the transactions driven by artificial intelligence remain fast, low cost and self -stability. In addition, the Genlayer’s distinctive Stake model adjusts incentives through the bonus of the honest interest and punishing bad actors through the reduction mechanisms.

What next?

Genlayer’s Testnet launches early projects that focus on:

• The supply chains managed by artificial intelligence Which negotiates independently on logistical services.
• Marketing the self -male influencer Where payments are based on performance.
• Decentralized financing applications Use artificial intelligence for commercial implementation.
• Independent independent organizations (DAO) It is modified by governance based on the reactions of society in the actual time.
• Securing and lending to artificial intelligence Which adapts terms based on external risk factors.

The company will display its technology at the ETHCCC8 (ETHCC8) community conference that takes place on June 30-July in Cannes, France.

Artificial intelligence economy is coming – but without confidence, it will not expand. Genlayer is betting that the contracts driven by AI, which are imposed on Blockchain, will be the basis for a market dependent on trillion dollars.

“We are building the legal framework for the global artificial intelligence trade,” said Castiliana. “This is related to enabling artificial intelligence to work together, not only faster, but with confidence.”