梳理AI与加密技术交叉领域的进展与挑战
Crypto x AI, AI x Crypto: A Survey
- 从双向视角系统分析AI赋能区块链与区块链支持AI的路径
- 指出当前融合仍处早期，多数应用缺乏实质性突破
- 揭示行业误解，提出值得深入研究的开放问题
加密技术与人工智能的交汇正催生大量论文、产品、网络内容和公司。然而，围绕这一领域的喧嚣掩盖了实际进展、机遇与挑战，以及亟需关注的开放问题。本文从两个方向展开：一是人工智能能为区块链技术（广义上的“加密”）带来什么（加密×AI），二是人工智能本身如何被加密技术所推动（AI×加密）。我们对现有工作进行了系统梳理，总结关键发现，突出尚未解决的研究问题，并揭示行业中普遍存在的误解。结论认为，人工智能与加密技术的深度融合仍处于非常初期阶段。
原文摘要 · Abstract (English)
The intersection of crypto x AI is spawning papers, products, online posts, and companies. All the surrounding buzz, though, obscures what exactly has been done, what the opportunities and challenges are, and what open questions deserve attention. This survey paper asks what AI can do for blockchain-based technologies (broadly construed as "crypto") (crypto x AI), and vice versa (AI x crypto). We systematize existing work, summarize key takeaways, highlight open research questions, and offer a perspective on pervasive industry misconceptions, concluding that AI and crypto are still in the very early stages of meaningful integration.
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