Foresight News reports that Vitalik Buterin stated on Farcaster that the goal of security is to minimize the deviation between user intent and the system’s actual behavior. “User experience” can be defined similarly, so security and user experience are not independent fields; security is more focused on tail risks (where deviation costs are high) and tail risks caused by adversarial behavior. Perfect security is impossible because “user intent” itself is extremely complex, and users find it difficult to clearly express (for example, “send 1 ETH to Bob”—Bob cannot be mathematically defined). More complex goals like “privacy protection” are also hard to define (metadata leaks far exceed encryption itself). This is similar to early AI safety issues: objectives are difficult to specify robustly.
An excellent security solution should include features such as: users expressing intent in multiple, overlapping ways, with the system only executing when multiple perspectives align. Examples include type systems in programming, formal verification, transaction simulation, post-transaction assertions, multi-signature / social recovery, spending limits, and anomaly confirmation, all of which reduce risk through redundancy. Additionally, LLMs can serve as intent simulators (general LLMs approximate human common sense, and user fine-tuning LLMs approximate the user themselves), but should never decide intent alone; they are only supplementary from different perspectives to enhance redundancy effectiveness.
Disclaimer: The information on this page may come from third parties and does not represent the views or opinions of Gate. The content displayed on this page is for reference only and does not constitute any financial, investment, or legal advice. Gate does not guarantee the accuracy or completeness of the information and shall not be liable for any losses arising from the use of this information. Virtual asset investments carry high risks and are subject to significant price volatility. You may lose all of your invested principal. Please fully understand the relevant risks and make prudent decisions based on your own financial situation and risk tolerance. For details, please refer to
Disclaimer.
Related Articles
TD Cowen Cuts Strategy Target but Starts Sharplink at Buy on Ethereum Treasury Model
TD Cowen adjusted its price target for Bitcoin-focused Strategy while maintaining a positive outlook, contrasting it with its new buy rating for Ethereum-based Sharplink, which offers a more active digital asset growth model through staking.
CryptoNewsFlash2h ago
Cumberland-linked wallets withdrew 26.5k ETH from multiple CEXs, worth $59.52 million
Gate News message. On April 11, according to Lookonchain monitoring, within the past 12 hours, a wallet associated with Cumberland (address 0x091...336) withdrew 26.5k ETH worth $59.52 million from multiple CEXs.
GateNews2h ago
Ethereum Activity Hits All-Time High With 1.3M Transactions
Ethereum's network usage is surging, averaging over 1.3 million transactions daily, with nearly 2 million wallets active. Staking has grown, securing over $85 billion in ETH, indicating long-term confidence despite stable prices around $2,100. This reflects strong fundamentals that may suggest future price increases.
Coinfomania2h ago
Whale's 50,000 ETH Long Position Shows $11.29M Floating Profit
Gate News message, a whale holding a 50,000 $ETH long position with 20x leverage, valued at $111.9M, currently has a floating profit exceeding $11.29M as the market rises.
GateNews3h ago
BlackRock withdrew 3,741 BTC and 41,075 ETH from a certain CEX, totaling approximately $364 million in value
Gate News message: On April 11, according to monitoring by Onchain Lens, BlackRock withdrew 3,741 BTC (worth $272.49 million) and 41,075 ETH (worth $92.00 million) from a certain CEX. The total value of the two transfers is about $364 million.
GateNews4h ago