Vitalik Buterin recently shared insights on Farcaster regarding the relationship between security and user experience in blockchain systems. According to Foresight News, Buterin emphasized that the goal of security is to minimize the discrepancy between user intentions and the actual behavior of the system. He noted that user experience can be similarly defined, indicating that security and user experience are interconnected rather than separate domains.
Buterin highlighted that security focuses on mitigating tail risks, which are significant deviations with high costs, and adversarial behaviors that lead to such risks. He acknowledged that perfect security is unattainable due to the complexity of user intentions, which are often difficult to articulate clearly. For instance, the intention to "send 1 ETH to Bob" cannot be mathematically defined due to the complexity of identifying Bob. More intricate objectives, such as privacy protection, are equally challenging to define, as metadata leakage can surpass the encryption itself.
Drawing parallels with early AI security issues, Buterin pointed out the difficulty in robustly specifying goals. He proposed that effective security solutions should allow users to express their intentions in multiple, overlapping ways, with the system executing actions only when aligned from various perspectives. Examples of such solutions include type systems in programming, formal verification, transaction simulation, post-transaction assertions, multi-signature/social recovery mechanisms, spending limits, and anomaly confirmations, all of which reduce risk through redundancy.
Furthermore, Buterin suggested that large language models (LLMs) could serve as intention simulators, with general LLMs approximating human common sense and user-tuned LLMs approximating the user themselves. However, he cautioned against relying solely on LLMs to determine intentions, advocating for their use as a supplementary perspective to enhance redundancy effectiveness.