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
Bitmine Crosses $10B in ETH Holdings and Stakes $200M As the 4% Target Comes Into View
Tom Lee’s Bitmine purchased $140.74 million in ETH over the past week, bringing its total holdings to $10.03 billion. For context, Michael Saylor bought $75 million in Bitcoin over the same period. Lee outspent Saylor on crypto this week, and the gap was not close. Bitmine also staked $200 million w
BlockChainReporter2h ago
Ethereum Holds Between Key MVRV Levels as Market Awaits Breakout
KEY HIGHLIGHTS
Ethereum stalls between MVRV levels, hinting at a major breakout soon
ETH range tightens as bulls and bears battle for market direction
Key MVRV zone puts Ethereum at a decisive technical crossroads
Ethereum consolidation signals a potential sharp move ahead
ETH volatility
CryptoBreaking3h ago
Swing whale "pension-usdt.eth" short position unrealized loss narrowed to $3.45 million
Gate News reported that on March 24, according to HyperInsight monitoring, on March 25, the swing whale address "pension-usdt.eth" holds a large short position with floating losses narrowed to $3.45 million. Specific position details: the address is shorting 500 BTC with 3x leverage at an average entry price of $68,884.2; shorting 30,000 ETH with 3x leverage at an average entry price of $2034.47.
GateNews3h ago
US CFTC Chairperson Announces Establishment of "Innovation Task Force" to Define Regulatory Guidelines for Crypto Assets, AI, and Prediction Markets
U.S. CFTC Chair Michael S. Selig announced the establishment of an "Innovation Task Force" that will work with the Innovation Advisory Committee to develop regulatory frameworks for crypto assets, AI automated systems, and prediction markets to promote fintech innovation and ensure U.S. market participants are not excluded. The task force will coordinate with the SEC's crypto task force to address overlapping regulatory issues.
動區BlockTempo3h ago
