Ethereum co-founder Vitalik Buterin has outlined a new framework for crypto security, offering practical strategies rooted in redundancy, multi-angle verificationEthereum co-founder Vitalik Buterin has outlined a new framework for crypto security, offering practical strategies rooted in redundancy, multi-angle verification

Vitalik Buterin Explains How Crypto Can Protect Users When Perfect Security Remains Impossible

2026/02/23 06:08
3분 읽기

Ethereum co-founder Vitalik Buterin has outlined a new framework for crypto security, offering practical strategies rooted in redundancy, multi-angle verification, and human-centric design.

He argues that the best way to protect users is to close the gap between their intent and system behavior.

Vitalik Buterin Explains How Crypto Can Protect Users When Perfect Security Remains Impossible

Vitalik Buterin Explains Closing the Gap Between User Intent and System Security

Buterin’s insights, dismantling the idea of perfect security, arrive at a time when crypto platforms continue to face wallet hacks, smart contract exploits, and complex privacy risks.

By merging security with user experience, Buterin provides developers with a roadmap for balancing protection with usability.

Buterin reframes security as an effort to minimize the divergence between what users want and what systems do.

While user experience broadly addresses this gap, security specifically targets tail-risk scenarios in which adversarial behavior could lead to severe consequences.

He points out that even a seemingly simple action, like sending 1 ETH to a recipient, involves assumptions about identity, blockchain forks, and common-sense knowledge that cannot be fully encoded.

More intricate objectives, such as preserving privacy, add layers of complexity: metadata patterns, message timing, and behavioral signals can all leak sensitive information. This makes it difficult to distinguish between “trivial” and “catastrophic” losses.

The challenge mirrors early debates in AI safety, where specifying goals strongly proved notoriously difficult. In crypto, translating human intent into code faces a similar barrier.

Redundancy and Multi-Angle Verification

To compensate for these limitations, Buterin advocates redundancy: users specify intent through multiple overlapping methods. Systems act only when all specifications align.

This approach applies across Ethereum wallets, operating systems, formal verification, and hardware security.

For instance, programming type systems require developers to specify both program logic and expected data structures; mismatches prevent compilation.

Formal verification adds mathematical property checks to ensure code behaves as intended. Transaction simulations allow users to preview on-chain consequences before confirming actions.

Post-assertions require both action and expected outcomes to match. Multisig wallets and social recovery mechanisms distribute authority across multiple keys. This ensures that single-point failures do not compromise security.

The Role of AI in Security

Buterin also envisions large language models (LLMs) as a complementary tool, describing them as “a simulation of intent.”

Generic LLMs mirror human common sense, while user-fine-tuned models can detect what is normal or unusual for an individual.

Integrating LLMs with traditional redundancy methods could enhance mismatch detection without creating single points of failure.

Balancing Security and Usability

Critically, Buterin emphasizes that security should not translate into unnecessary friction for routine actions.

 Low-risk tasks should be easy or even automated, while risky actions, such as transfers to new addresses or unusually large sums, require additional verification.

This calibrated approach ensures protection without frustrating users.

By blending redundancy, multi-angle verification, and AI-assisted insights, Buterin offers a roadmap for crypto platforms to reduce risk while maintaining usability.

Perfect security may be unattainable, but a layered, human-centered approach can safeguard users and strengthen trust in decentralized systems.

시장 기회
Notcoin 로고
Notcoin 가격(NOT)
$0.0003534
$0.0003534$0.0003534
-4.48%
USD
Notcoin (NOT) 실시간 가격 차트
면책 조항: 본 사이트에 재게시된 글들은 공개 플랫폼에서 가져온 것으로 정보 제공 목적으로만 제공됩니다. 이는 반드시 MEXC의 견해를 반영하는 것은 아닙니다. 모든 권리는 원저자에게 있습니다. 제3자의 권리를 침해하는 콘텐츠가 있다고 판단될 경우, service@support.mexc.com으로 연락하여 삭제 요청을 해주시기 바랍니다. MEXC는 콘텐츠의 정확성, 완전성 또는 시의적절성에 대해 어떠한 보증도 하지 않으며, 제공된 정보에 기반하여 취해진 어떠한 조치에 대해서도 책임을 지지 않습니다. 본 콘텐츠는 금융, 법률 또는 기타 전문적인 조언을 구성하지 않으며, MEXC의 추천이나 보증으로 간주되어서는 안 됩니다.