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
Brother Ma Ji's consecutive losses reach 162 rounds without giving up, with 13.5 million ETH long positions approaching liquidation edge
Taiwanese artist "Brother Maji" Huang Licheng has once again opened a long position on Ethereum (ETH), rolling from $250,000 to $13.5 million, using 25x leverage, with a liquidation price of approximately $1,948. His experience highlights the risks of high-leverage trading, with total losses reaching $15.68 million, serving as a warning to investors.
MarketWhisper1h ago
Vitalik: Ethereum scaling will be implemented in two phases—short-term and long-term—and will introduce multi-dimensional Gas to prevent state bloat
Ethereum founder Vitalik Buterin discusses the Ethereum expansion roadmap, divided into short-term and long-term plans. The short-term relies on the Glamsterdam upgrade, addressing issues through block-level access lists and Gas re-pricing; the long-term focuses on ZK-EVM and blobs, aiming to improve data availability and verification efficiency, ensuring security and high Gas limits.
GateNews1h ago
Data: In the past 24 hours, the entire network has been liquidated for $292 million, with long positions liquidated for $228 million and short positions liquidated for $64.3351 million.
According to Coinglass data, the total liquidations across the entire network in the past 24 hours reached $292 million, with long positions and short positions liquidated at $228 million and $64.335 million respectively. The liquidations of Bitcoin and Ethereum are particularly notable, affecting 103,284 people, with the largest single liquidation amounting to $4.547 million.
GateNews1h ago
Brother Maji used 25x leverage to go long on ETH, was liquidated, and then opened a new long position. The current total loss exceeds $29 million.
Odaily Planet Daily reports that, according to Onchain Lens monitoring, as the market retraced, Machi Big Brother's 25x leveraged ETH long position was fully liquidated.
After being liquidated, he opened a new 25x leveraged ETH long position. Currently, Machi's total losses have exceeded 29 million USD.
GateNews2h ago
Data: If ETH breaks through $2,020, the total liquidation strength of long positions on mainstream CEXs will reach $927 million.
ChainCatcher reports that, according to Coinglass data, if ETH breaks through $2,020, the total liquidation strength of mainstream CEX short positions will reach $927 million. Conversely, if ETH drops below $1,829, the total liquidation strength of mainstream CEX long positions will reach $425 million.
GateNews2h ago