\u5bfc\u8bed\uff1a
\n\u5728\u5168\u7403\u4e92\u8054\u7f51\u84ec\u52c3\u53d1\u5c55\u7684\u4eca\u5929\uff0c\u5185\u5bb9\u7684\u672c\u571f\u5316\u5df2\u6210\u4e3a\u8de8\u56fd\u4f01\u4e1a\u4e0d\u53ef\u5ffd\u89c6\u7684\u5173\u952e\u6218\u7565\u3002Web3\u6280\u672f\u7684\u5174\u8d77\uff0c\u4e3a\u5185\u5bb9\u672c\u571f\u5316\u5e26\u6765\u4e86\u65b0\u7684\u673a\u9047\u548c\u6311\u6218\u3002\u672c\u6587\u5c06\u4ece”\u6df1\u6f5c\u89e3\u7801”\u7684\u89c6\u89d2\uff0c\u6df1\u5ea6\u89e3\u8bfbAI\u6280\u672f\u5728Web3\u65f6\u4ee3\u5982\u4f55\u52a9\u529b\u6d77\u5916\u5185\u5bb9\u7684\u6df1\u5ea6\u672c\u571f\u5316\uff0c\u5e76\u63a2\u7d22\u5176\u80cc\u540e\u7684\u6280\u672f\u903b\u8f91\u3001\u5546\u4e1a\u4ef7\u503c\u4e0e\u5b9e\u8df5\u6848\u4f8b\u3002<\/p>\n
\u4e00\u3001Web3\u6280\u672f\uff1a\u91cd\u5851\u5185\u5bb9\u751f\u6001
\nWeb3\u6280\u672f\u4ee5\u5176\u5206\u5e03\u5f0f\u3001\u53bb\u4e2d\u5fc3\u5316\u7684\u7279\u6027\uff0c\u4e3a\u5185\u5bb9\u521b\u4f5c\u548c\u5206\u53d1\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u53d8\u5316\u3002\u636eGartner\u9884\u6d4b\uff0c\u52302026\u5e74\uff0c30%\u7684\u5927\u578b\u4f01\u4e1a\u5c06\u62e5\u6709\u81ea\u5df1\u7684\u57fa\u4e8eWeb3\u6280\u672f\u7684\u5185\u5bb9\u5e73\u53f0\u3002\u8fd9\u4e00\u8d8b\u52bf\u7684\u80cc\u540e\uff0c\u662fWeb3\u6280\u672f\u5728\u63d0\u5347\u5185\u5bb9\u4e2a\u6027\u5316\u3001\u5b89\u5168\u6027\u548c\u7528\u6237\u53c2\u4e0e\u5ea6\u65b9\u9762\u7684\u72ec\u7279\u4f18\u52bf\u3002\u5177\u4f53\u6765\u8bf4\uff0cWeb3\u6280\u672f\u901a\u8fc7\u533a\u5757\u94fe\u5b9e\u73b0\u5185\u5bb9\u6240\u6709\u6743\u7684\u786e\u6743\uff0c\u901a\u8fc7\u667a\u80fd\u5408\u7ea6\u5b9e\u73b0\u5185\u5bb9\u7684\u81ea\u52a8\u5206\u53d1\u548c\u7248\u6743\u4fdd\u62a4\uff0c\u901a\u8fc7\u53bb\u4e2d\u5fc3\u5316\u7684\u8eab\u4efd\u8ba4\u8bc1\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u7528\u6237\u753b\u50cf\u548c\u4e2a\u6027\u5316\u63a8\u8350\u3002<\/p>\n
\u4e8c\u3001AI\u6280\u672f\uff1a\u667a\u80fd\u5316\u5185\u5bb9\u672c\u571f\u5316
\nAI\u6280\u672f\u5728Web3\u65f6\u4ee3\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\u3002\u5b83\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u3001\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u548c\u6df1\u5ea6\u5b66\u4e60\uff08DL\uff09\u7b49\u6280\u672f\uff0c\u4f7f\u5f97\u5185\u5bb9\u7684\u7ffb\u8bd1\u3001\u9002\u914d\u548c\u4e2a\u6027\u5316\u63a8\u8350\u66f4\u52a0\u667a\u80fd\u5316\u548c\u7cbe\u51c6\u5316\u3002\u4f8b\u5982\uff0c\u901a\u8fc7AI\u6280\u672f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u6d77\u5916\u5185\u5bb9\u7684\u5b9e\u65f6\u7ffb\u8bd1\u548c\u81ea\u52a8\u6821\u5bf9\uff0c\u63d0\u9ad8\u7ffb\u8bd1\u7684\u51c6\u786e\u6027\u548c\u6d41\u7545\u6027\u3002\u540c\u65f6\uff0cAI\u6280\u672f\u8fd8\u80fd\u5206\u6790\u76ee\u6807\u5e02\u573a\u7684\u6587\u5316\u5dee\u5f02\u548c\u7528\u6237\u504f\u597d\uff0c\u5b9e\u73b0\u5185\u5bb9\u7684\u672c\u5730\u5316\u9002\u914d\u3002\u6b64\u5916\uff0cAI\u6280\u672f\u8fd8\u80fd\u901a\u8fc7\u7b97\u6cd5\u63a8\u8350\uff0c\u5b9e\u73b0\u5185\u5bb9\u7684\u4e2a\u6027\u5316\u5206\u53d1\uff0c\u63d0\u9ad8\u7528\u6237\u7684\u53c2\u4e0e\u5ea6\u548c\u6ee1\u610f\u5ea6\u3002<\/p>\n
\u4e09\u3001\u6848\u4f8b\u5206\u6790\uff1aAI\u6280\u672f\u5728\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u7684\u5e94\u7528
\n1. \u4eac\u4e1c\uff1a\u8de8\u5883\u7535\u5546\u5e73\u53f0\u7684\u672c\u571f\u5316\u5b9e\u8df5
\n\u4eac\u4e1c\u4f5c\u4e3a\u4e2d\u56fd\u9886\u5148\u7684\u7535\u5546\u5e73\u53f0\uff0c\u8fd1\u5e74\u6765\u52a0\u901f\u5168\u7403\u5316\u5e03\u5c40\uff0c\u5176\u6d77\u5916\u4e1a\u52a1\u5728\u4e1c\u5357\u4e9a\u3001\u6b27\u6d32\u3001\u5317\u7f8e\u7b49\u5730\u533a\u5feb\u901f\u6269\u5f20\u3002\u4e3a\u4e86\u5b9e\u73b0\u5185\u5bb9\u7684\u672c\u571f\u5316\uff0c\u4eac\u4e1c\u91c7\u7528\u4e86AI\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u5546\u54c1\u4fe1\u606f\u548c\u8425\u9500\u7d20\u6750\u7684\u5b9e\u65f6\u7ffb\u8bd1\u548c\u672c\u5730\u5316\u9002\u914d\u3002\u636e\u4eac\u4e1c\u62ab\u9732\u7684\u6570\u636e\uff0c\u901a\u8fc7AI\u6280\u672f\uff0c\u5176\u6d77\u5916\u5e73\u53f0\u7684\u5546\u54c1\u672c\u5730\u5316\u8986\u76d6\u7387\u5df2\u8d85\u8fc790%\uff0c\u7528\u6237\u6ee1\u610f\u5ea6\u63d0\u9ad820%\u4ee5\u4e0a\u3002<\/p>\n
2. \u817e\u8baf\uff1a\u6e38\u620f\u51fa\u6d77\u7684\u672c\u571f\u5316\u7b56\u7565
\n\u817e\u8baf\u662f\u4e2d\u56fd\u6700\u5927\u7684\u4e92\u8054\u7f51\u4f01\u4e1a\u4e4b\u4e00\uff0c\u5176\u6e38\u620f\u4e1a\u52a1\u5728\u5168\u7403\u5e02\u573a\u5360\u636e\u9886\u5148\u5730\u4f4d\u3002\u4e3a\u4e86\u5b9e\u73b0\u6e38\u620f\u5185\u5bb9\u7684\u672c\u571f\u5316\uff0c\u817e\u8baf\u91c7\u7528\u4e86AI\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u6e38\u620f\u89d2\u8272\u3001\u5267\u60c5\u3001UI\u7b49\u7684\u5b9e\u65f6\u7ffb\u8bd1\u548c\u672c\u5730\u5316\u9002\u914d\u3002\u636e\u817e\u8baf\u62ab\u9732\u7684\u6570\u636e\uff0c\u901a\u8fc7AI\u6280\u672f\uff0c\u5176\u6e38\u620f\u4ea7\u54c1\u7684\u672c\u5730\u5316\u8986\u76d6\u7387\u5df2\u8d85\u8fc795%\uff0c\u7528\u6237\u6d3b\u8dc3\u5ea6\u63d0\u9ad830%\u4ee5\u4e0a\u3002<\/p>\n
\u56db\u3001\u6280\u672f\u6311\u6218\uff1aAI\u6280\u672f\u5728\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u7684\u96be\u70b9
\n\u867d\u7136AI\u6280\u672f\u5728\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u5177\u6709\u660e\u663e\u4f18\u52bf\uff0c\u4f46\u4e5f\u9762\u4e34\u4e00\u4e9b\u6280\u672f\u548c\u5e94\u7528\u4e0a\u7684\u6311\u6218\u3002
\n1. \u7ffb\u8bd1\u7684\u51c6\u786e\u6027\u548c\u6d41\u7545\u6027\u95ee\u9898
\n\u7531\u4e8e\u8bed\u8a00\u7684\u590d\u6742\u6027\u548c\u591a\u6837\u6027\uff0cAI\u7ffb\u8bd1\u7cfb\u7edf\u5728\u5904\u7406\u4e00\u4e9b\u4e13\u4e1a\u672f\u8bed\u3001\u4e60\u8bed\u3001\u53cc\u5173\u8bed\u7b49\u65f6\uff0c\u5bb9\u6613\u51fa\u73b0\u4e0d\u51c6\u786e\u6216\u4e0d\u6d41\u7545\u7684\u95ee\u9898\u3002\u4e3a\u4e86\u63d0\u9ad8\u7ffb\u8bd1\u8d28\u91cf\uff0c\u9700\u8981\u4e0d\u65ad\u4f18\u5316\u7b97\u6cd5\u6a21\u578b\uff0c\u5f15\u5165\u66f4\u591a\u7684\u8bed\u6599\u6570\u636e\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n
2. \u6587\u5316\u5dee\u5f02\u548c\u7528\u6237\u504f\u597d\u7684\u9002\u914d\u95ee\u9898
\n\u4e0d\u540c\u5730\u533a\u548c\u6587\u5316\u80cc\u666f\u7684\u7528\u6237\u5bf9\u5185\u5bb9\u6709\u4e0d\u540c\u7684\u504f\u597d\u548c\u9700\u6c42\u3002AI\u6280\u672f\u5728\u5206\u6790\u548c\u9002\u914d\u65f6\uff0c\u9700\u8981\u8003\u8651\u66f4\u591a\u7684\u7ef4\u5ea6\u548c\u56e0\u7d20\uff0c\u5982\u793e\u4f1a\u6587\u5316\u3001\u5b97\u6559\u4fe1\u4ef0\u3001\u98ce\u4fd7\u4e60\u60ef\u7b49\u3002\u4e3a\u4e86\u63d0\u9ad8\u9002\u914d\u6548\u679c\uff0c\u9700\u8981\u6784\u5efa\u66f4\u5168\u9762\u548c\u6df1\u5165\u7684\u7528\u6237\u753b\u50cf\uff0c\u5f15\u5165\u66f4\u591a\u7684\u6570\u636e\u7ef4\u5ea6\u548c\u5206\u6790\u6a21\u578b\u3002<\/p>\n
3. \u4e2a\u6027\u5316\u63a8\u8350\u548c\u7528\u6237\u9690\u79c1\u7684\u5e73\u8861\u95ee\u9898
\n\u5728\u8fdb\u884c\u5185\u5bb9\u63a8\u8350\u65f6\uff0cAI\u6280\u672f\u9700\u8981\u6536\u96c6\u548c\u5206\u6790\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\uff0c\u4ee5\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u63a8\u8350\u3002\u4f46\u8fd9\u4e5f\u5e26\u6765\u4e86\u7528\u6237\u9690\u79c1\u6cc4\u9732\u7684\u98ce\u9669\u3002\u4e3a\u4e86\u5e73\u8861\u63a8\u8350\u6548\u679c\u548c\u7528\u6237\u9690\u79c1\uff0c\u9700\u8981\u5728\u7b97\u6cd5\u8bbe\u8ba1\u548c\u6570\u636e\u5904\u7406\u4e0a\u91c7\u53d6\u66f4\u591a\u7684\u4fdd\u62a4\u63aa\u65bd\uff0c\u5982\u6570\u636e\u52a0\u5bc6\u3001\u533f\u540d\u5316\u7b49\u3002<\/p>\n
\u4e94\u3001\u5546\u4e1a\u4ef7\u503c\uff1aAI\u6280\u672f\u5728\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u7684\u673a\u9047
\n\u5c3d\u7ba1\u5b58\u5728\u4e00\u4e9b\u6280\u672f\u548c\u5e94\u7528\u4e0a\u7684\u6311\u6218\uff0cAI\u6280\u672f\u5728\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u4ecd\u7136\u5177\u6709\u5de8\u5927\u7684\u5546\u4e1a\u4ef7\u503c\u548c\u5e94\u7528\u6f5c\u529b\u3002
\n1. \u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u589e\u5f3a\u7528\u6237\u7c98\u6027
\n\u901a\u8fc7AI\u6280\u672f\u5b9e\u73b0\u7684\u5185\u5bb9\u672c\u571f\u5316\uff0c\u53ef\u4ee5\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u7b26\u5408\u5176\u8bed\u8a00\u4e60\u60ef\u3001\u6587\u5316\u80cc\u666f\u548c\u4e2a\u4eba\u559c\u597d\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u63d0\u9ad8\u7528\u6237\u7684\u4f7f\u7528\u4f53\u9a8c\u548c\u6ee1\u610f\u5ea6\uff0c\u589e\u5f3a\u7528\u6237\u5bf9\u5e73\u53f0\u7684\u7c98\u6027\u548c\u5fe0\u8bda\u5ea6\u3002<\/p>\n
2. \u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u964d\u4f4e\u6210\u672c
\nAI\u6280\u672f\u53ef\u4ee5\u5b9e\u73b0\u5185\u5bb9\u7684\u81ea\u52a8\u5316\u7ffb\u8bd1\u3001\u9002\u914d\u548c\u63a8\u8350\uff0c\u51cf\u5c11\u4eba\u5de5\u7684\u53c2\u4e0e\u548c\u5e72\u9884\uff0c\u4ece\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u964d\u4f4e\u4eba\u529b\u3001\u65f6\u95f4\u548c\u8d44\u6e90\u7b49\u6210\u672c\u3002<\/p>\n
3. \u62d3\u5c55\u6d77\u5916\u5e02\u573a\uff0c\u6269\u5927\u7528\u6237\u57fa\u7840
\n\u901a\u8fc7AI\u6280\u672f\u5b9e\u73b0\u7684\u5185\u5bb9\u672c\u571f\u5316\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u8fdb\u5165\u548c\u62d3\u5c55\u6d77\u5916\u5e02\u573a\uff0c\u5438\u5f15\u66f4\u591a\u7684\u6d77\u5916\u7528\u6237\uff0c\u6269\u5927\u5e73\u53f0\u7684\u7528\u6237\u57fa\u7840\u548c\u5f71\u54cd\u529b\u3002<\/p>\n
4. \u4f18\u5316\u5e7f\u544a\u6295\u653e\uff0c\u63d0\u9ad8\u8f6c\u5316\u7387
\n\u901a\u8fc7AI\u6280\u672f\u5b9e\u73b0\u7684\u4e2a\u6027\u5316\u63a8\u8350\uff0c\u53ef\u4ee5\u66f4\u7cbe\u51c6\u5730\u5339\u914d\u5e7f\u544a\u5185\u5bb9\u548c\u76ee\u6807\u7528\u6237\uff0c\u63d0\u9ad8\u5e7f\u544a\u7684\u66dd\u5149\u7387\u548c\u8f6c\u5316\u7387\uff0c\u4ece\u800c\u63d0\u5347\u5e7f\u544a\u6295\u653e\u7684ROI\u3002<\/p>\n
\u516d\u3001\u672a\u6765\u5c55\u671b\uff1aAI\u6280\u672f\u5728\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u7684\u53d1\u5c55\u8d8b\u52bf
\n\u968f\u7740AI\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u548c\u5e94\u7528\uff0c\u5176\u5728\u672a\u6765\u7684\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u5c06\u626e\u6f14\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u89d2\u8272\uff0c\u5e76\u5448\u73b0\u51fa\u4ee5\u4e0b\u53d1\u5c55\u8d8b\u52bf\uff1a
\n1. \u7b97\u6cd5\u6a21\u578b\u7684\u4f18\u5316\u548c\u521b\u65b0
\n\u968f\u7740\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7b49\u6280\u672f\u7684\u53d1\u5c55\uff0cAI\u7b97\u6cd5\u6a21\u578b\u5c06\u4e0d\u65ad\u4f18\u5316\u548c\u521b\u65b0\uff0c\u4ece\u800c\u63d0\u9ad8\u7ffb\u8bd1\u3001\u9002\u914d\u548c\u63a8\u8350\u7684\u51c6\u786e\u6027\u3001\u6d41\u7545\u6027\u548c\u4e2a\u6027\u5316\u3002<\/p>\n
2. \u6570\u636e\u6316\u6398\u548c\u5206\u6790\u7684\u6df1\u5165
\n\u968f\u7740\u5927\u6570\u636e\u548c\u4e91\u8ba1\u7b97\u7b49\u6280\u672f\u7684\u53d1\u5c55\uff0cAI\u6280\u672f\u5c06\u66f4\u6df1\u5165\u5730\u6316\u6398\u548c\u5206\u6790\u7528\u6237\u6570\u636e\uff0c\u6784\u5efa\u66f4\u5168\u9762\u548c\u6df1\u5165\u7684\u7528\u6237\u753b\u50cf\uff0c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u548c\u4e2a\u6027\u5316\u7684\u5185\u5bb9\u63a8\u8350\u3002<\/p>\n
3. \u8de8\u6a21\u6001\u548c\u591a\u8bed\u8a00\u7684\u878d\u5408
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