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How artificial intelligence helps to improve the performance of blockchain networks

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Blockchain technologies are developing very actively. In recent years, the community has developed and refined the idea of ​​decentralized information networks. However, in this industry there are still a lot of opportunities and directions for the development and implementation of new ideas.

One such idea is the use of artificial intelligence. AI technologies, as well as virtual reality and quantum computing are the three most promising trends in the further technological evolution of our world. The development and use of these technologies will be able to open up previously unavailable opportunities for humanity. Therefore, the luminaries of blockchain, which is also the most advanced technology in the world of information and finance, cannot afford to ignore these promising directions.

The most popular and useful technology that can significantly improve the potential of the blockchain at the moment is artificial intelligence. And while many projects are calculating and planning ways to use AI in Blockchain, Libonomy has managed to create a successful symbiosis of these two ideas.

Libonomy is being developed as a framework for building any blockchain application. The team is led by three Swedish entrepreneurs – Richard Haverinen (CEO), Fredrik Johansson and Therese Johansson. With shared ideology in their minds, together they have spent the second half of last decade accumulating knowledge about decentralized technology and building an intelligent team around them. 

The new ecosystem will provide access to tools that will allow you to launch smart contracts in one click, create multi-currency wallets, launch DAPPs and DEXs, and also interact with various blockchains using interoperable technologies from Libonomy. A number of the main advantages of the new blockchain provide precisely the use of artificial intelligence for many important aspects of the functioning of the network. Among them:

  • Security and protection from hacker interference
  • Optimization and versatility for different tasks
  • Decision-making autonomy and scalability.

Below we will describe each use case for AI in the Libonomy blockchain in more detail.

AI and blockchain security

It’s no secret that blockchain networks have become the # 1 target for hackers. The fact is that gaining control over a decentralized network allows you to get cryptocurrencies or data from users’ wallets, which are essentially the same thing. This is why blockchain developers must prioritize the security and protection of their networks.

In order to protect itself from external interference, the Libonomy team decided to take an alternative path: instead of writing scripted scenarios for the network during an attack, the developers taught the network to defend itself on its own, constantly adapting to new hacking methods. This is where artificial intelligence came in handy, thanks to which Libonomy is constantly looking for vulnerabilities in its blockchain, fixing them and learning to prevent hacker attacks.

AI and blockchain versatility

Each blockchain was created for specific purposes. For example, Ethereum works great as a platform for startups or for launching smart contracts. Tron is good at speed and low cost of transactions, and Bitcoin still brings good profit to miners thanks to its network consensus protocol. 

But what about a person who needs to combine various advantages in a project? Is it really necessary to create a new blockchain from scratch? To solve this problem, the Libonomy developers integrated the AI ​​engine into the blockchain. Now, depending on the use cases, the self-learning system will regulate many network parameters, up to block size and throughput. And all this is completely autonomous.

AI and blockchain autonomy

Currently existing blockchains cannot work autonomously. This means that every decision, every action must be pre-foreseen and programmed. This significantly limits the potential of the technology, allowing it to function only under the conditions provided by the developers. But Libonomy has a different approach to this issue:

“We are enabling blockchain to make autonomous decisions in terms of distributing resources, upgrading and ensuring security on the basis of analyzing the system. That means that the system can live on it’s own without a need of constant monitoring”  — the project team comments on the results of the introduction of AI into the blockchain.

Thus, as you can see, the integration and mutually beneficial symbiosis of two advanced technologies leads to impressive results. Thanks to the proper attention and expertise in artificial intelligence technology, the Libonomy Blockchain team managed to create a completely new product that fully complies with the principles of decentralization.

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Blockchain

LayerZero Blames Kelp Setup for $290M Exploit as Aave Fallout Deepens

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The fallout from the recent Kelp DAO exploit continues to ripple across the crypto ecosystem, with LayerZero pointing to a flawed system setup as the root cause of the attack.

Single Point of Failure Led to Exploit

LayerZero said the breach stemmed from how Kelp DAO configured its decentralized verifier network (DVN).

The attacker drained roughly 116,500 rsETH, valued at nearly $293 million, from Kelp’s LayerZero-powered bridge.

According to LayerZero:

  • Kelp relied on a 1/1 DVN setup, meaning only one verifier was used
  • This created a single point of failure
  • Prior recommendations to diversify verifiers were not followed

As a result, the attacker was able to exploit the system without needing to bypass multiple verification layers.

LayerZero Distances Itself

LayerZero stressed that the issue was not a flaw in its protocol, but rather how Kelp implemented it.

The company is now:

  • Urging all projects to adopt multi-DVN configurations
  • Warning it may stop supporting apps that continue using single-verifier setups

Aave Hit With $195M in Bad Debt

The impact quickly spread to Aave, where the attacker used stolen assets as collateral to borrow funds.

This led to:

  • Around $195 million in bad debt
  • A sharp drop in Aave’s total value locked
  • Billions withdrawn by users amid rising concerns

Liquidity issues have also emerged, especially around Ether-based lending pools.

Liquidity Risks Raise Alarm

Reduced liquidity on Aave is now creating additional risks.

Analysts warn that:

  • Markets are nearing 100% utilization
  • A 15% to 20% drop in Ether price could trigger further instability
  • Liquidations may fail under current conditions

To limit further damage, Aave has frozen rsETH markets across its platforms.

Who Covers the Losses?

With no clear recovery plan, debate has intensified over who should absorb the losses.

Suggestions from industry figures include:

  • Negotiating with the attacker for a partial return of funds
  • Using ecosystem funds to cover losses
  • Spreading losses across users
  • Attempting a rollback to pre-hack balances

Each option carries trade-offs, and no consensus has emerged.

Broader Implications for DeFi

The incident highlights how interconnected DeFi protocols can amplify risk.

A vulnerability in one protocol can quickly:

  • Spill into lending markets
  • Trigger liquidity crises
  • Impact multiple platforms simultaneously

Security Practices Under Scrutiny

LayerZero’s criticism of Kelp’s setup underscores a key lesson: security configurations matter as much as the underlying technology.

As protocols grow more complex, ensuring robust multi-layer verification systems may become essential to preventing similar exploits.

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Privacy Protocol Umbra Shuts Down Front End to Disrupt Hackers

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Privacy-focused crypto protocol Umbra has temporarily taken its front-end interface offline in an effort to slow down hackers attempting to move stolen funds.

The move comes amid heightened scrutiny following a series of major exploits across the crypto ecosystem.

Front-End Taken Offline After Suspicious Activity

Umbra said it identified roughly $800,000 in stolen funds being routed through its protocol. In response, the team placed its hosted front end into maintenance mode.

The protocol noted that the interface will remain offline until it is confident that restoring it will not interfere with ongoing recovery efforts.

This action follows the recent exploit of Kelp DAO, where attackers stole over $280 million, with some reports linking the movement of funds through Umbra.

Limits of Control in Decentralized Systems

Despite shutting down its front end, Umbra acknowledged a key limitation: it cannot stop users from interacting directly with its smart contracts.

Because the protocol is open-source:

  • Users can access it through self-hosted interfaces
  • Alternative front ends can be deployed independently
  • Smart contracts remain fully operational onchain

This highlights the broader challenge of controlling decentralized infrastructure once it is live.

Debate Over Responsibility Intensifies

The situation has reignited debate around developer responsibility in decentralized systems.

Roman Storm, co-founder of Tornado Cash, argued that disabling a front end may not be enough to satisfy regulators.

Storm, who was previously convicted in a high-profile case, said authorities may still view control over a user interface as control over the protocol itself.

He warned that:

  • Modifying or shutting down a front end could be interpreted as governance authority
  • Developers may still face legal accountability regardless of decentralization claims

Umbra Defends Its Design

Umbra pushed back on claims that its protocol is useful for laundering funds.

The team emphasized that:

  • The protocol primarily protects the receiver’s identity, not the sender’s
  • Transactions remain traceable onchain
  • Stolen funds routed through Umbra can still be identified

It also confirmed that it is working with security researchers to track suspicious activity.

Ongoing Pressure on Privacy Tools

The incident reflects growing pressure on privacy-focused crypto tools as regulators and law enforcement target illicit fund flows.

While some platforms have taken steps to freeze or block hacker activity, decentralized protocols like Umbra face structural limitations in enforcement.

A Balancing Act Between Privacy and Security

Umbra’s decision underscores a broader tension in crypto:

  • Preserving user privacy
  • Preventing misuse by bad actors

As exploits continue and scrutiny increases, protocols may face tougher choices around how much control they can or should exert over their systems.

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Coinbase Flags Algorand and Aptos as Leaders in Quantum-Ready Crypto

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Coinbase is sounding the alarm on a future risk that could reshape blockchain security: quantum computing.

In a new report, its quantum advisory board highlighted how some networks are preparing early, while others may face greater challenges down the line.

Quantum Threat Not Here Yet, But Inevitable

Coinbase researchers emphasized that quantum computers capable of breaking blockchain cryptography do not yet exist, but likely will in the future.

Such machines could:

  • Break private key cryptography
  • Access crypto wallets
  • Undermine blockchain security models

The board believes it is only a matter of time before this level of computing power becomes reality.

Algorand Leading in Quantum Readiness

Algorand was highlighted as one of the most prepared networks.

Key strengths include:

  • A staged roadmap toward quantum resistance
  • Existing support for quantum-secure accounts
  • Successful quantum-resistant transactions on mainnet

However, some areas like validator coordination and block proposals still require upgrades.

Aptos Also Well Positioned

Aptos was also identified as a strong contender in the transition to post-quantum security.

Its design allows users to:

  • Update their authentication keys easily
  • Transition to quantum-safe cryptography without moving funds
  • Maintain the same account structure

This flexibility could make upgrades smoother compared to other networks.

Proof-of-Stake Chains Face Higher Risk

The report warned that major proof-of-stake networks like:

  • Ethereum
  • Solana

may be more exposed due to how validator signatures are structured.

That said:

  • Solana is already developing improved signature schemes
  • Ethereum has a roadmap to adopt quantum-resistant cryptography

What Happens to Vulnerable Wallets?

One of the more controversial ideas discussed is how to handle existing wallets.

Potential solutions include:

  • Encouraging users to migrate to quantum-safe wallets
  • Revoking access to vulnerable wallets
  • Treating un-upgraded funds as permanently inaccessible

This raises major questions about user responsibility and network governance.

A Long-Term, Not Immediate Risk

Despite the warnings, Coinbase stressed that a quantum computer capable of breaking crypto would need to be:

  • Far more powerful than current systems
  • Likely at least a decade away

Still, the report urges developers to begin preparing now rather than waiting.

Preparing for the Next Era of Security

The takeaway is clear: quantum computing may not be an immediate threat, but it is a structural risk that cannot be ignored.

Networks like Algorand and Aptos are taking early steps, while others are still developing their strategies.

How the industry responds could determine whether crypto remains secure in a post-quantum world.

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