\u5bfc\u8bed\uff1a
\n\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8fc5\u731b\u53d1\u5c55\uff0cWeb3\u6b63\u9010\u6e10\u6210\u4e3a\u7f51\u7edc\u672a\u6765\u53d1\u5c55\u7684\u6838\u5fc3\u8d8b\u52bf\u3002Web3\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u7684\u8fed\u4ee3\uff0c\u5b83\u66f4\u662f\u4e00\u573a\u5173\u4e8e\u6743\u529b\u3001\u6240\u6709\u6743\u548c\u53c2\u4e0e\u5ea6\u7684\u9769\u547d\u3002\u800c\u5728\u5168\u7403\u5316\u7684\u80cc\u666f\u4e0b\uff0c\u5982\u4f55\u5c06\u6d77\u5916\u5185\u5bb9\u6709\u6548\u5730\u672c\u571f\u5316\uff0c\u8ba9\u4e0d\u540c\u6587\u5316\u80cc\u666f\u7684\u89c2\u4f17\u90fd\u80fd\u4eab\u53d7\u5230\u9ad8\u8d28\u91cf\u7684\u5185\u5bb9\uff0c\u6210\u4e3a\u4e86\u4e00\u4e2a\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002\u672c\u6587\u5c06\u4eceAI\u6280\u672f\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u6df1\u5ea6\u89e3\u8bfbWeb3\u65f6\u4ee3\u4e0b\u7684\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u7b56\u7565\u3002<\/p>\n
\u4e00\u3001Web3\u65f6\u4ee3\u7684\u5230\u6765\uff1a\u6280\u672f\u9769\u65b0\u4e0e\u6587\u5316\u878d\u5408
\nWeb3\u65f6\u4ee3\u7684\u6765\u4e34\uff0c\u6807\u5fd7\u7740\u4e92\u8054\u7f51\u4ece\u4fe1\u606f\u5171\u4eab\u7684\u5e73\u53f0\u8f6c\u53d8\u4e3a\u53bb\u4e2d\u5fc3\u5316\u3001\u7528\u6237\u63a7\u5236\u6570\u636e\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5728\u8fd9\u4e2a\u6846\u67b6\u4e0b\uff0cAI\u6280\u672f\u53d1\u6325\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u5b83\u4e0d\u4ec5\u80fd\u591f\u63d0\u5347\u5185\u5bb9\u7684\u4e2a\u6027\u5316\u548c\u4e92\u52a8\u6027\uff0c\u8fd8\u80fd\u5e2e\u52a9\u5b9e\u73b0\u6587\u5316\u7684\u6df1\u5ea6\u878d\u5408\u3002\u6839\u636eGartner\u7684\u9884\u6d4b\uff0c\u52302025\u5e74\uff0cAI\u6280\u672f\u5c06\u5728\u5185\u5bb9\u521b\u4f5c\u548c\u4e2a\u6027\u5316\u63a8\u8350\u4e2d\u53d1\u6325\u6838\u5fc3\u4f5c\u7528\uff0c\u8986\u76d6\u8d85\u8fc750%\u7684\u4e92\u8054\u7f51\u7528\u6237\u3002<\/p>\n
\u6848\u4f8b\u5206\u6790\uff1a
\nNetflix\u7684\u4e2a\u6027\u5316\u63a8\u8350\u7cfb\u7edf\u5c31\u662f\u4e00\u4e2a\u5178\u578b\u7684Web3\u6280\u672f\u5e94\u7528\u6848\u4f8b\u3002\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0cNetflix\u80fd\u591f\u6839\u636e\u7528\u6237\u7684\u89c2\u770b\u5386\u53f2\u3001\u8bc4\u5206\u548c\u504f\u597d\uff0c\u63a8\u8350\u76f8\u5173\u7684\u7535\u5f71\u548c\u7535\u89c6\u5267\u3002\u8fd9\u79cd\u4e2a\u6027\u5316\u670d\u52a1\u4e0d\u4ec5\u63d0\u5347\u4e86\u7528\u6237\u4f53\u9a8c\uff0c\u4e5f\u4fc3\u8fdb\u4e86\u591a\u5143\u6587\u5316\u7684\u4f20\u64ad\u548c\u63a5\u53d7\u3002\u4f8b\u5982\uff0cNetflix\u7684\u539f\u521b\u97e9\u56fd\u5267\u96c6\u300a\u9c7f\u9c7c\u6e38\u620f\u300b\u5728\u5168\u7403\u8303\u56f4\u5185\u83b7\u5f97\u4e86\u5de8\u5927\u7684\u6210\u529f\uff0c\u8fd9\u5f97\u76ca\u4e8e\u5176\u7cbe\u51c6\u7684\u63a8\u8350\u7cfb\u7edf\u548c\u5185\u5bb9\u672c\u571f\u5316\u7684\u7b56\u7565\u3002<\/p>\n
\u4e8c\u3001AI\u6280\u672f\u5728\u5185\u5bb9\u7ffb\u8bd1\u4e0e\u9002\u914d\u4e2d\u7684\u5e94\u7528
\n\u5728Web3\u65f6\u4ee3\uff0c\u5185\u5bb9\u7684\u5168\u7403\u5316\u4f20\u64ad\u9700\u8981\u8de8\u8d8a\u8bed\u8a00\u548c\u6587\u5316\u7684\u969c\u788d\u3002AI\u6280\u672f\uff0c\u5c24\u5176\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\uff0c\u4e3a\u5185\u5bb9\u7684\u7ffb\u8bd1\u548c\u9002\u914d\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u8c37\u6b4c\u7684\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08GNMT\uff09\u5c31\u662f\u4e00\u9879\u9769\u547d\u6027\u7684\u6280\u672f\uff0c\u5b83\u80fd\u591f\u5b9e\u73b0\u9ad8\u8d28\u91cf\u7684\u673a\u5668\u7ffb\u8bd1\uff0c\u5e2e\u52a9\u5185\u5bb9\u8de8\u8d8a\u8bed\u8a00\u969c\u788d\u3002\u6839\u636e\u4e00\u9879\u7814\u7a76\u663e\u793a\uff0cGNMT\u5728\u591a\u79cd\u8bed\u8a00\u5bf9\u7684\u7ffb\u8bd1\u8d28\u91cf\u4e0a\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u7edf\u8ba1\u673a\u5668\u7ffb\u8bd1\u6280\u672f\uff0c\u9519\u8bef\u7387\u964d\u4f4e\u4e8655%\u81f385%\u3002<\/p>\n
\u6848\u4f8b\u5206\u6790\uff1a
\n\u5fae\u8f6f\u7684\u5373\u65f6\u7ffb\u8bd1\u5de5\u5177\u4e5f\u662fAI\u6280\u672f\u5728\u5185\u5bb9\u7ffb\u8bd1\u9886\u57df\u7684\u4e00\u4e2a\u5e94\u7528\u5b9e\u4f8b\u3002\u5b83\u652f\u6301\u591a\u79cd\u8bed\u8a00\u7684\u5b9e\u65f6\u7ffb\u8bd1\uff0c\u5e2e\u52a9\u8de8\u56fd\u516c\u53f8\u548c\u4e0d\u540c\u6587\u5316\u80cc\u666f\u7684\u4eba\u4eec\u8fdb\u884c\u6c9f\u901a\u3002\u57282018\u5e74\u7684\u4e00\u6b21\u4f1a\u8bae\u4e2d\uff0c\u5fae\u8f6f\u5c55\u793a\u4e86\u5176\u5373\u65f6\u7ffb\u8bd1\u6280\u672f\uff0c\u80fd\u591f\u5c06\u6f14\u8bb2\u8005\u7684\u82f1\u6587\u5b9e\u65f6\u7ffb\u8bd1\u6210\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u4ee5\u5b57\u5e55\u7684\u5f62\u5f0f\u663e\u793a\u5728\u5c4f\u5e55\u4e0a\uff0c\u8fd9\u4e0d\u4ec5\u51cf\u5c11\u4e86\u8bed\u8a00\u969c\u788d\uff0c\u4e5f\u4fc3\u8fdb\u4e86\u5168\u7403\u4fe1\u606f\u7684\u4ea4\u6d41\u548c\u6587\u5316\u7684\u878d\u5408\u3002<\/p>\n
\u4e09\u3001\u6587\u5316\u89e3\u7801\uff1aAI\u52a9\u529b\u7406\u89e3\u4e0e\u91cd\u5851
\n\u5728\u5185\u5bb9\u672c\u571f\u5316\u7684\u8fc7\u7a0b\u4e2d\uff0c\u7406\u89e3\u76ee\u6807\u6587\u5316\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002AI\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u5927\u91cf\u7684\u6587\u672c\u6570\u636e\uff0c\u8bc6\u522b\u6587\u5316\u7279\u5f81\u548c\u8d8b\u52bf\uff0c\u4ece\u800c\u5e2e\u52a9\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u8425\u9500\u4eba\u5458\u66f4\u597d\u5730\u7406\u89e3\u76ee\u6807\u5e02\u573a\u3002\u4f8b\u5982\uff0cIBM\u7684Watson AI\u80fd\u591f\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u6570\u636e\uff0c\u8bc6\u522b\u6d88\u8d39\u8005\u7684\u60c5\u611f\u548c\u504f\u597d\uff0c\u4ece\u800c\u4e3a\u5185\u5bb9\u521b\u4f5c\u63d0\u4f9b\u6307\u5bfc\u3002<\/p>\n
\u6848\u4f8b\u5206\u6790\uff1a
\nSpotify\u7684\u97f3\u4e50\u63a8\u8350\u7cfb\u7edf\u5c31\u662f\u4e00\u4e2a\u5229\u7528AI\u8fdb\u884c\u6587\u5316\u89e3\u7801\u7684\u4f8b\u5b50\u3002\u901a\u8fc7\u5206\u6790\u7528\u6237\u7684\u542c\u6b4c\u5386\u53f2\u548c\u5168\u7403\u7528\u6237\u7684\u542c\u6b4c\u8d8b\u52bf\uff0cSpotify\u80fd\u591f\u63a8\u8350\u7b26\u5408\u7528\u6237\u53e3\u5473\u7684\u97f3\u4e50\u3002\u6b64\u5916\uff0cSpotify\u8fd8\u901a\u8fc7\u5206\u6790\u6b4c\u8bcd\u5185\u5bb9\uff0c\u4e3a\u4e0d\u540c\u6587\u5316\u80cc\u666f\u7684\u7528\u6237\u63a8\u8350\u5177\u6709\u76f8\u4f3c\u4e3b\u9898\u548c\u60c5\u611f\u7684\u97f3\u4e50\uff0c\u8fd9\u79cd\u8de8\u6587\u5316\u7684\u63a8\u8350\u7b56\u7565\u4e0d\u4ec5\u8ba9\u7528\u6237\u53d1\u73b0\u65b0\u7684\u97f3\u4e50\uff0c\u4e5f\u4fc3\u8fdb\u4e86\u6587\u5316\u7684\u4ea4\u6d41\u3002<\/p>\n
\u56db\u3001AI\u4e0e\u6df1\u5ea6\u4f2a\u9020\u6280\u672f\uff1a\u5185\u5bb9\u672c\u571f\u5316\u7684\u65b0\u6311\u6218
\n\u968f\u7740AI\u6280\u672f\u7684\u53d1\u5c55\uff0c\u6df1\u5ea6\u4f2a\u9020\u6280\u672f\u4e5f\u6210\u4e3a\u4e86\u5185\u5bb9\u672c\u571f\u5316\u7684\u65b0\u6311\u6218\u3002\u6df1\u5ea6\u4f2a\u9020\u6280\u672f\u80fd\u591f\u521b\u5efa\u903c\u771f\u7684\u5047\u89c6\u9891\u548c\u97f3\u9891\uff0c\u8fd9\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5a01\u80c1\u5230\u4e86\u5185\u5bb9\u7684\u771f\u5b9e\u6027\u548c\u4fe1\u4efb\u5ea6\u3002\u6839\u636e\u65af\u5766\u798f\u5927\u5b66\u7684\u4e00\u9879\u7814\u7a76\uff0c\u6df1\u5ea6\u4f2a\u9020\u6280\u672f\u7684\u53d1\u5c55\u901f\u5ea6\u8fdc\u8d85\u68c0\u6d4b\u6280\u672f\uff0c\u8fd9\u7ed9\u5185\u5bb9\u672c\u571f\u5316\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\u3002<\/p>\n
\u6848\u4f8b\u5206\u6790\uff1a
\n2019\u5e74\uff0cDeepfake\u6280\u672f\u5236\u4f5c\u7684\u4e00\u6bb5\u89c6\u9891\u663e\u793a\uff0c\u7f8e\u56fd\u524d\u603b\u7edf\u5965\u5df4\u9a6c\u5728\u6f14\u8bb2\u4e2d\u53d1\u8868\u4e86\u4e00\u4e9b\u4ed6\u4ece\u672a\u8bf4\u8fc7\u7684\u8bdd\u3002\u8fd9\u6bb5\u89c6\u9891\u5c55\u793a\u4e86\u6df1\u5ea6\u4f2a\u9020\u6280\u672f\u7684\u6f5c\u5728\u5371\u5bb3\uff0c\u4e5f\u5f15\u8d77\u4e86\u4eba\u4eec\u5bf9\u5185\u5bb9\u771f\u5b9e\u6027\u7684\u62c5\u5fe7\u3002\u5728\u5185\u5bb9\u672c\u571f\u5316\u7684\u8fc7\u7a0b\u4e2d\uff0cAI\u6280\u672f\u9700\u8981\u80fd\u591f\u8bc6\u522b\u548c\u8fc7\u6ee4\u8fd9\u4e9b\u6df1\u5ea6\u4f2a\u9020\u7684\u5185\u5bb9\uff0c\u4ee5\u4fdd\u62a4\u7528\u6237\u7684\u4f53\u9a8c\u548c\u4fe1\u4efb\u3002<\/p>\n
\u4e94\u3001AI\u6280\u672f\u4e0e\u5185\u5bb9\u5ba1\u67e5\uff1a\u5e73\u8861\u81ea\u7531\u4e0e\u5b89\u5168
\n\u5728Web3\u65f6\u4ee3\uff0c\u5185\u5bb9\u7684\u81ea\u7531\u6d41\u901a\u4e0e\u5ba1\u67e5\u4e4b\u95f4\u7684\u5e73\u8861\u6210\u4e3a\u4e86\u4e00\u4e2a\u91cd\u8981\u8bae\u9898\u3002AI\u6280\u672f\u5728\u5185\u5bb9\u5ba1\u67e5\u4e2d\u7684\u5e94\u7528\uff0c\u65e2\u80fd\u5e2e\u52a9\u5e73\u53f0\u7ef4\u62a4\u79e9\u5e8f\uff0c\u4e5f\u53ef\u80fd\u4fb5\u72af\u7528\u6237\u7684\u9690\u79c1\u548c\u8a00\u8bba\u81ea\u7531\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u5728\u4fdd\u62a4\u7528\u6237\u6743\u76ca\u7684\u540c\u65f6\uff0c\u6709\u6548\u8fdb\u884c\u5185\u5bb9\u5ba1\u67e5\uff0c\u6210\u4e3a\u4e86\u4e00\u4e2a\u9700\u8981\u6df1\u5165\u63a2\u8ba8\u7684\u95ee\u9898\u3002<\/p>\n
\u6848\u4f8b\u5206\u6790\uff1a
\nFacebook\u5229\u7528AI\u6280\u672f\u8fdb\u884c\u5185\u5bb9\u5ba1\u67e5\uff0c\u4ee5\u6253\u51fb\u6050\u6016\u4e3b\u4e49\u3001\u4ec7\u6068\u8a00\u8bba\u548c\u8272\u60c5\u5185\u5bb9\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u5f15\u53d1\u4e86\u5bf9AI\u5ba1\u67e5\u53ef\u80fd\u5bfc\u81f4\u7684\u8bef\u5224\u548c\u8fc7\u5ea6\u5ba1\u67e5\u7684\u62c5\u5fe7\u3002\u4f8b\u5982\uff0c\u4e00\u4e9b\u827a\u672f\u5bb6\u7684\u4f5c\u54c1\u56e0\u4e3a\u88ab\u8bef\u8ba4\u4e3a\u662f\u8272\u60c5\u5185\u5bb9\u800c\u88ab\u5220\u9664\uff0c\u8fd9\u4e0d\u4ec5\u635f\u5bb3\u4e86\u827a\u672f\u5bb6\u7684\u6743\u76ca\uff0c\u4e5f\u9650\u5236\u4e86\u827a\u672f\u8868\u8fbe\u7684\u81ea\u7531\u3002<\/p>\n
\u516d\u3001AI\u6280\u672f\u7684\u672a\u6765\uff1a\u66f4\u667a\u80fd\u3001\u66f4\u4eba\u6027\u5316
\n\u968f\u7740AI\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u672a\u6765\u7684Web3\u5c06\u66f4\u52a0\u667a\u80fd\u548c\u4eba\u6027\u5316\u3002AI\u6280\u672f\u5c06\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u7528\u6237\u7684\u9700\u6c42\u548c\u504f\u597d\uff0c\u63d0\u4f9b\u66f4\u52a0\u4e2a\u6027\u5316\u548c\u9ad8\u8d28\u91cf\u7684\u5185\u5bb9\u3002\u540c\u65f6\uff0cAI\u6280\u672f\u4e5f\u5c06\u5728\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u548c\u7ef4\u62a4\u7f51\u7edc\u5b89\u5168\u65b9\u9762\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\u3002<\/p>\n
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