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\n\u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\u548cWeb3\u6982\u5ff5\u7684\u5174\u8d77\uff0c\u6211\u4eec\u6b63\u7ad9\u5728\u4e00\u4e2a\u65b0\u65f6\u4ee3\u7684\u95e8\u69db\u4e0a\u3002AI\u4e0eWeb3\u7684\u7ed3\u5408\uff0c\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u7684\u53e0\u52a0\uff0c\u800c\u662f\u4e00\u573a\u5173\u4e8e\u4fe1\u606f\u3001\u4ef7\u503c\u548c\u6743\u529b\u7684\u6df1\u523b\u53d8\u9769\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8AI\u548cWeb3\u5982\u4f55\u76f8\u4e92\u4fc3\u8fdb\uff0c\u5171\u540c\u5851\u9020\u672a\u6765\u4e92\u8054\u7f51\u7684\u683c\u5c40\uff0c\u5e76\u5206\u6790\u8fd9\u4e00\u878d\u5408\u8d8b\u52bf\u5bf9\u5404\u884c\u5404\u4e1a\u7684\u6df1\u8fdc\u5f71\u54cd\u3002<\/p>\n
AI\u6280\u672f\u7684\u7a81\u7834\u4e0e\u5e94\u7528<\/p>\n
\u4eba\u5de5\u667a\u80fd\u6280\u672f\u81ea20\u4e16\u7eaa50\u5e74\u4ee3\u8bde\u751f\u4ee5\u6765\uff0c\u7ecf\u5386\u4e86\u591a\u6b21\u6280\u672f\u7a81\u7834\u548c\u5e94\u7528\u6d6a\u6f6e\u3002\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u7a81\u7834\u548c\u8ba1\u7b97\u80fd\u529b\u7684\u63d0\u5347\uff0cAI\u6280\u672f\u5728\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u9884\u6d4b\u5206\u6790\u7b49\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\u3002\u6839\u636e\u56fd\u9645\u6570\u636e\u516c\u53f8\uff08IDC\uff09\u7684\u62a5\u544a\uff0c\u5168\u7403AI\u5e02\u573a\u7684\u652f\u51fa\u9884\u8ba1\u5c06\u4ece2021\u5e74\u76846,200\u4ebf\u7f8e\u5143\u589e\u957f\u81f32025\u5e74\u76849,300\u4ebf\u7f8e\u5143\uff0c\u590d\u5408\u5e74\u589e\u957f\u7387\u8d85\u8fc715%\u3002\u8fd9\u4e00\u589e\u957f\u52bf\u5934\u4e0d\u4ec5\u4f53\u73b0\u5728\u6280\u672f\u6295\u5165\u4e0a\uff0c\u66f4\u5728\u5404\u884c\u5404\u4e1a\u7684\u5b9e\u9645\u5e94\u7528\u4e2d\u5f97\u5230\u4f53\u73b0\u3002<\/p>\n
\u4ee5\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u4e3a\u4f8b\uff0c\u8c37\u6b4c\u65d7\u4e0b\u7684Waymo\u516c\u53f8\u5728\u8fd9\u4e00\u9886\u57df\u53d6\u5f97\u4e86\u9886\u5148\u5730\u4f4d\u3002\u636e\u5a92\u4f53\u62a5\u9053\uff0cWaymo\u7684\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5df2\u7ecf\u5728\u4e9a\u5229\u6851\u90a3\u5dde\u51e4\u51f0\u57ce\u5730\u533a\u8fdb\u884c\u4e86\u6570\u767e\u4e07\u82f1\u91cc\u7684\u6d4b\u8bd5\uff0c\u5176\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u4ea4\u901a\u73af\u5883\u548c\u7a81\u53d1\u60c5\u51b5\u3002\u6b64\u5916\uff0cAI\u6280\u672f\u4e5f\u5728\u533b\u7597\u9886\u57df\u5927\u663e\u8eab\u624b\uff0cIBM\u7684Watson\u8d85\u7ea7\u7535\u8111\u80fd\u591f\u8f85\u52a9\u533b\u751f\u8fdb\u884c\u764c\u75c7\u8bca\u65ad\uff0c\u5176\u51c6\u786e\u6027\u548c\u6548\u7387\u8fdc\u8d85\u4eba\u7c7b\u533b\u751f\u3002<\/p>\n
Web3\u9769\u547d\uff1a\u53bb\u4e2d\u5fc3\u5316\u7684\u4ef7\u503c\u7f51\u7edc<\/p>\n
Web3\u4f5c\u4e3a\u4e0b\u4e00\u4ee3\u4e92\u8054\u7f51\u7684\u4ee3\u8868\uff0c\u5176\u6838\u5fc3\u7406\u5ff5\u662f\u53bb\u4e2d\u5fc3\u5316\u548c\u4ef7\u503c\u7f51\u7edc\u3002\u4e0e\u4f20\u7edf\u7684Web2\u76f8\u6bd4\uff0cWeb3\u5f3a\u8c03\u7528\u6237\u5bf9\u81ea\u5df1\u6570\u636e\u7684\u6240\u6709\u6743\u548c\u63a7\u5236\u6743\uff0c\u4ee5\u53ca\u901a\u8fc7\u533a\u5757\u94fe\u6280\u672f\u5b9e\u73b0\u7684\u4ef7\u503c\u6d41\u901a\u548c\u786e\u6743\u3002\u8fd9\u4e00\u53d8\u9769\u610f\u5473\u7740\u7528\u6237\u4e0d\u518d\u662f\u88ab\u52a8\u7684\u6570\u636e\u63d0\u4f9b\u8005\uff0c\u800c\u662f\u80fd\u591f\u53c2\u4e0e\u5230\u6570\u636e\u7684\u4ef7\u503c\u521b\u9020\u548c\u5206\u914d\u4e2d\u3002<\/p>\n
\u4ee5NFT\uff08\u975e\u540c\u8d28\u5316\u4ee3\u5e01\uff09\u4e3a\u4f8b\uff0c\u8fd9\u662f\u4e00\u79cd\u57fa\u4e8e\u533a\u5757\u94fe\u6280\u672f\u7684\u6570\u5b57\u8d44\u4ea7\uff0c\u80fd\u591f\u4ee3\u8868\u827a\u672f\u54c1\u3001\u6536\u85cf\u54c1\u7b49\u72ec\u4e00\u65e0\u4e8c\u7684\u7269\u54c1\u30022022\u5e74\uff0cNFT\u5e02\u573a\u89c4\u6a21\u5df2\u7ecf\u8d85\u8fc7\u4e86200\u4ebf\u7f8e\u5143\uff0c\u827a\u672f\u54c1\u3001\u97f3\u4e50\u3001\u6e38\u620f\u7b49\u884c\u4e1a\u7eb7\u7eb7\u62e5\u62b1\u8fd9\u4e00\u65b0\u5174\u9886\u57df\u3002NFT\u7684\u5174\u8d77\uff0c\u4e0d\u4ec5\u662f\u6570\u5b57\u8d44\u4ea7\u7684\u4e00\u79cd\u65b0\u5f62\u5f0f\uff0c\u66f4\u662fWeb3\u7406\u5ff5\u7684\u4e00\u6b21\u5b9e\u8df5\uff0c\u5b83\u4f7f\u5f97\u521b\u4f5c\u8005\u548c\u6536\u85cf\u8005\u80fd\u591f\u76f4\u63a5\u4ea4\u6613\uff0c\u800c\u65e0\u9700\u901a\u8fc7\u4e2d\u5fc3\u5316\u7684\u5e73\u53f0\u3002<\/p>\n
AI\u4e0eWeb3\u7684\u534f\u540c\u6548\u5e94<\/p>\n
AI\u6280\u672f\u548cWeb3\u7406\u5ff5\u7684\u7ed3\u5408\uff0c\u6b63\u5728\u4ea7\u751f\u5f3a\u5927\u7684\u534f\u540c\u6548\u5e94\u3002\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u7684\u53d1\u5c55\u4e3aWeb3\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u80fd\u529b\uff0c\u4f7f\u5f97\u53bb\u4e2d\u5fc3\u5316\u7684\u5e94\u7528\u548c\u670d\u52a1\u66f4\u52a0\u667a\u80fd\u5316\u548c\u9ad8\u6548\u3002\u53e6\u4e00\u65b9\u9762\uff0cWeb3\u4e3aAI\u6280\u672f\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u65b0\u7684\u821e\u53f0\uff0c\u4f7f\u5f97AI\u7b97\u6cd5\u548c\u6a21\u578b\u80fd\u591f\u5728\u53bb\u4e2d\u5fc3\u5316\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u521b\u65b0\u548c\u8fed\u4ee3\u3002<\/p>\n
\u4f8b\u5982\uff0c\u4eba\u5de5\u667a\u80fd\u5e73\u53f0Hugging Face\u63a8\u51fa\u4e86\u57fa\u4e8eWeb3\u7684\u6a21\u578b\u6258\u7ba1\u670d\u52a1\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5728\u53bb\u4e2d\u5fc3\u5316\u7684\u7f51\u7edc\u4e0a\u90e8\u7f72\u548c\u4f7f\u7528AI\u6a21\u578b\u3002\u8fd9\u79cd\u65b9\u5f0f\u4e0d\u4ec5\u80fd\u591f\u4fdd\u62a4\u6a21\u578b\u7684\u77e5\u8bc6\u4ea7\u6743\uff0c\u8fd8\u80fd\u591f\u5b9e\u73b0\u6a21\u578b\u7684\u900f\u660e\u5316\u548c\u53ef\u9a8c\u8bc1\u6027\u3002\u6b64\u5916\uff0cWeb3\u4e5f\u4e3aAI\u6280\u672f\u63d0\u4f9b\u4e86\u65b0\u7684\u5e94\u7528\u573a\u666f\uff0c\u5982\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\uff08DeFi\uff09\u9886\u57df\uff0cAI\u7b97\u6cd5\u53ef\u4ee5\u7528\u4e8e\u98ce\u9669\u8bc4\u4f30\u3001\u5e02\u573a\u9884\u6d4b\u7b49\uff0c\u63d0\u9ad8\u91d1\u878d\u670d\u52a1\u7684\u6548\u7387\u548c\u5b89\u5168\u6027\u3002<\/p>\n
AI\u5728Web3\u751f\u6001\u4e2d\u7684\u89d2\u8272\u4e0e\u6311\u6218<\/p>\n
\u867d\u7136AI\u4e0eWeb3\u7684\u7ed3\u5408\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u4e5f\u9762\u4e34\u7740\u4e0d\u5c11\u6311\u6218\u3002\u9996\u5148\uff0c\u6570\u636e\u9690\u79c1\u548c\u5b89\u5168\u95ee\u9898\u5728\u53bb\u4e2d\u5fc3\u5316\u7684\u73af\u5883\u4e2d\u5c24\u4e3a\u91cd\u8981\u3002AI\u6280\u672f\u9700\u8981\u5904\u7406\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\uff0c\u5982\u4f55\u5728\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u7684\u540c\u65f6\u5b9e\u73b0\u6570\u636e\u7684\u6709\u6548\u5229\u7528\uff0c\u662f\u4e00\u4e2a\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n
\u5176\u6b21\uff0cAI\u6280\u672f\u7684\u53ef\u89e3\u91ca\u6027\u548c\u4f26\u7406\u95ee\u9898\u4e5f\u662fWeb3\u751f\u6001\u4e2d\u7684\u91cd\u8981\u8bae\u9898\u3002\u968f\u7740AI\u7b97\u6cd5\u5728\u91d1\u878d\u3001\u533b\u7597\u7b49\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u5176\u51b3\u7b56\u8fc7\u7a0b\u7684\u900f\u660e\u5ea6\u548c\u53ef\u89e3\u91ca\u6027\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u6b64\u5916\uff0cAI\u6280\u672f\u7684\u53d1\u5c55\u4e5f\u53ef\u80fd\u5e26\u6765\u5c31\u4e1a\u3001\u6b67\u89c6\u7b49\u793e\u4f1a\u95ee\u9898\uff0c\u9700\u8981\u793e\u4f1a\u5404\u754c\u5171\u540c\u63a2\u8ba8\u548c\u89e3\u51b3\u3002<\/p>\n
\u6700\u540e\uff0c\u6280\u672f\u6807\u51c6\u7684\u7edf\u4e00\u548c\u4e92\u64cd\u4f5c\u6027\u4e5f\u662fAI\u4e0eWeb3\u878d\u5408\u7684\u5173\u952e\u3002\u76ee\u524d\uff0cAI\u6280\u672f\u548cWeb3\u5e73\u53f0\u5728\u63a5\u53e3\u3001\u534f\u8bae\u7b49\u65b9\u9762\u8fd8\u5b58\u5728\u8f83\u5927\u7684\u5dee\u5f02\uff0c\u8fd9\u9650\u5236\u4e86\u4e24\u8005\u7684\u6df1\u5ea6\u878d\u5408\u548c\u53d1\u5c55\u3002\u56e0\u6b64\uff0c\u5efa\u7acb\u7edf\u4e00\u7684\u6280\u672f\u6807\u51c6\u548c\u4fc3\u8fdb\u5e73\u53f0\u95f4\u7684\u4e92\u64cd\u4f5c\u6027\uff0c\u662f\u63a8\u52a8AI\u4e0eWeb3\u53d1\u5c55\u7684\u91cd\u8981\u4efb\u52a1\u3002<\/p>\n
\u5177\u4f53\u6848\u4f8b\u5206\u6790\uff1aAI\u5728Web3\u91d1\u878d\u9886\u57df\u7684\u5e94\u7528<\/p>\n
\u5728\u91d1\u878d\u9886\u57df\uff0cAI\u4e0eWeb3\u7684\u7ed3\u5408\u5c24\u4e3a\u5f15\u4eba\u6ce8\u76ee\u3002\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\uff08DeFi\uff09\u4f5c\u4e3aWeb3\u7684\u4e00\u4e2a\u91cd\u8981\u5e94\u7528\uff0c\u5176\u6838\u5fc3\u662f\u5229\u7528\u667a\u80fd\u5408\u7ea6\u548c\u533a\u5757\u94fe\u6280\u672f\uff0c\u5b9e\u73b0\u91d1\u878d\u4ea4\u6613\u548c\u8d44\u4ea7\u7ba1\u7406\u7684\u53bb\u4e2d\u5fc3\u5316\u3002AI\u6280\u672f\u5728\u8fd9\u4e00\u9886\u57df\u7684\u5e94\u7528\uff0c\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n
1. \u98ce\u9669\u8bc4\u4f30\u4e0e\u4fe1\u7528\u8bc4\u5206\uff1aAI\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u7528\u6237\u7684\u4ea4\u6613\u5386\u53f2\u3001\u8d44\u4ea7\u72b6\u51b5\u7b49\u6570\u636e\uff0c\u4e3aDeFi\u5e73\u53f0\u63d0\u4f9b\u98ce\u9669\u8bc4\u4f30\u548c\u4fe1\u7528\u8bc4\u5206\u670d\u52a1\u3002\u4f8b\u5982\uff0c\u65b0\u52a0\u5761\u7684DeFi\u5e73\u53f0DeFiner\u5229\u7528AI\u6280\u672f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u91d1\u878d\u4ea7\u54c1\u63a8\u8350\u548c\u98ce\u9669\u8bc4\u4f30\u3002<\/p>\n
2. \u5e02\u573a\u9884\u6d4b\u4e0e\u4ea4\u6613\u7b56\u7565\uff1aAI\u7b97\u6cd5\u53ef\u4ee5\u57fa\u4e8e\u5e02\u573a\u6570\u636e\u8fdb\u884c\u9884\u6d4b\u5206\u6790\uff0c\u4e3a\u6295\u8d44\u8005\u63d0\u4f9b\u4ea4\u6613\u7b56\u7565\u548c\u5efa\u8bae\u3002\u4f8b\u5982\uff0cQuant Network\u5f00\u53d1\u7684Overledger\u5e73\u53f0\uff0c\u5229\u7528AI\u6280\u672f\u4e3aDeFi\u7528\u6237\u63d0\u4f9b\u5e02\u573a\u9884\u6d4b\u548c\u4ea4\u6613\u4fe1\u53f7\u3002<\/p>\n
3. \u5408\u89c4\u6027\u68c0\u67e5\u4e0e\u53cd\u6d17\u94b1\uff08AML\uff09\uff1a\u968f\u7740\u91d1\u878d\u76d1\u7ba1\u7684\u52a0\u5f3a\uff0cDeFi\u5e73\u53f0\u9700\u8981\u8fdb\u884c\u5408\u89c4\u6027\u68c0\u67e5\u548c\u53cd\u6d17\u94b1\u5de5\u4f5c\u3002AI\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u4ea4\u6613\u6a21\u5f0f\u3001\u8d44\u91d1\u6d41\u5411\u7b49\u6570\u636e\uff0c\u5e2e\u52a9\u5e73\u53f0\u8bc6\u522b\u53ef\u7591\u4ea4\u6613\u548c\u6f5c\u5728\u7684\u6d17\u94b1\u884c\u4e3a\u3002\u4f8b\u5982\uff0c\u7f8e\u56fd\u7684DeFi\u5e73\u53f0Chainalysis\u5229\u7528AI\u6280\u672f\u8fdb\u884c\u5408\u89c4\u6027\u68c0\u67e5\u548c\u53cd\u6d17\u94b1\u5de5\u4f5c\u3002<\/p>\n
AI\u5728Web3\u827a\u672f\u4e0e\u5a31\u4e50\u9886\u57df\u7684\u521b\u65b0<\/p>\n
\u9664\u4e86\u91d1\u878d\u9886\u57df\uff0cAI\u6280\u672f\u5728Web3\u827a\u672f\u4e0e\u5a31\u4e50\u9886\u57df\u7684\u5e94\u7528\u4e5f\u65e5\u76ca\u589e\u591a\u3002NFT\u7684\u51fa\u73b0\uff0c\u4f7f\u5f97\u827a\u672f\u5bb6\u548c\u521b\u4f5c\u8005\u80fd\u591f\u901a\u8fc7\u533a\u5757\u94fe\u6280\u672f\u4fdd\u62a4\u548c\u4ea4\u6613\u81ea\u5df1\u7684\u4f5c\u54c1\u3002\u800cAI\u6280\u672f\u5219\u4e3a\u8fd9\u4e00\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u521b\u65b0\u53ef\u80fd\u3002<\/p>\n
1. AI\u827a\u672f\u521b\u4f5c\uff1aAI\u7b97\u6cd5\u53ef\u4ee5\u57fa\u4e8e\u73b0\u6709\u7684\u827a\u672f\u4f5c\u54c1\u8fdb\u884c\u5b66\u4e60\u548c\u6a21\u4eff\uff0c\u521b\u4f5c\u51fa\u72ec\u7279\u7684\u827a\u672f\u4f5c\u54c1\u3002\u4f8b\u5982\uff0c\u6cd5\u56fd\u827a\u672f\u5bb6\u56e2\u961fObvious\u5229\u7528AI\u6280\u672f\u521b\u4f5c\u7684\u753b\u4f5c\u300a\u827e\u5fb7\u8499\u00b7\u8d1d\u62c9\u7c73\u8096\u50cf\u300b\uff0c\u5728\u4f73\u58eb\u5f97\u62cd\u5356\u884c\u4ee543.25\u4e07\u7f8e\u5143\u7684\u4ef7\u683c\u6210\u4ea4\u3002<\/p>\n
2. AI\u97f3\u4e50\u521b\u4f5c\uff1aAI\u6280\u672f\u53ef\u4ee5\u5206\u6790\u97f3\u4e50\u7684\u66f2\u5f0f\u3001\u65cb\u5f8b\u3001\u8282\u594f\u7b49\u5143\u7d20\uff0c\u521b\u4f5c\u51fa\u65b0\u7684\u97f3\u4e50\u4f5c\u54c1\u3002\u4f8b\u5982\uff0cAIVA Technologies\u5f00\u53d1\u7684AI\u97f3\u4e50\u5e73\u53f0\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u7684\u9700\u6c42\u521b\u4f5c\u51fa\u4e0d\u540c\u98ce\u683c\u7684\u97f3\u4e50\u4f5c\u54c1\u3002<\/p>\n
3. AI\u4e0eNFT\u7684\u7ed3\u5408\uff1aAI\u6280\u672f\u53ef\u4ee5\u4e3aNFT\u4f5c\u54c1\u63d0\u4f9b\u66f4\u591a\u7684\u4e92\u52a8\u6027\u548c\u52a8\u6001\u6027\u3002\u4f8b\u5982\uff0c\u827a\u672f\u5bb6\u56e2\u961fRingers\u5229\u7528AI\u6280\u672f\u521b\u4f5c\u7684NFT\u7cfb\u5217\u4f5c\u54c1\u300a\u751f\u6210\u827a\u672f\u300b\uff0c\u4f5c\u54c1\u7684\u89c6\u89c9\u6548\u679c\u4f1a\u6839\u636e\u7528\u6237\u7684\u4e92\u52a8\u800c\u53d8\u5316\u3002<\/p>\n
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