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
A major whale has accumulated 8,662 ETH in the past month, valued at approximately $18.05 million.
Gate News reports that on March 22, according to Lookonchain monitoring, the whale address 0xC551 bought 1,979 ETH eight hours ago, worth $4.14 million. Over the past month, this whale has accumulated a total of 8,662 ETH, valued at $18.05 million.
GateNews14m ago
Bitcoin Briefly Falls Below $70,000 Mark During Asian Session as Fed Hawkishness and Macro Uncertainty Weigh on Market Volatility
Bitcoin dipped below $70,000 on March 19th, touching a low of approximately $69,537, reflecting the market's reassessment of the Federal Reserve's interest rate decision and inflation outlook. Although it later rebounded to around $70,180, the $70,000 level remains a key support in the near term. With weakening market sentiment, coupled with energy prices and macro risks, capital is turning more conservative, and Bitcoin may consolidate around the $70,000 level going forward.
区块客2h ago
Vitalik praises AI model Qwen 35B: analyzes Willans formula in under 3 minutes
Ethereum co-founder Vitalik Buterin praised the mathematical analytical capabilities of AI model Qwen 35B, particularly its performance in parsing the Willans formula. He was impressed by the model's ability to complete complex calculations in a short timeframe and called its approach of combining modular arithmetic with elementary functions very cool.
GateNews4h ago
Ethereum Spot ETF saw net outflows of $41.9715 million yesterday, marking three consecutive days of capital outflows
March 22 News: Ethereum spot ETFs experienced a net outflow of $41.9715 million on March 20, marking the third consecutive day of capital outflows. Among these, BlackRock's Staked ETH ETF had a net inflow of $5.4658 million, while BlackRock's ETF ETHA saw a net outflow of $31.4508 million. Currently, Ethereum spot ETFs have total net assets of $12.328 billion, with cumulative net inflows of $11.729 billion throughout history.
GateNews6h ago
A certain whale withdrew 1,979 ETH from a certain CEX 1 hour ago, worth 4.16 million USD.
Gate News: On March 22, according to Onchain Lens monitoring, a whale withdrew 1979 ETH from a certain CEX 1 hour ago, valued at $4.16 million. Over the past month, the whale has cumulatively withdrawn 8662 ETH through the exchange, with a total value of $18.23 million.
GateNews6h ago
Resolv Attacker Spent 200,000 USDC to Mint 80 Million USR, Already Purchased 9,111 ETH
Onchain Lens detected that the Resolv attacker spent 200,000 USDC to mint 80 million USR and has already used it to purchase 9,111 ETH. The attacker is still converting USR to other cryptocurrencies and may continue to accumulate ETH.
GateNews6h ago
