{"id":691,"date":"2026-05-06T11:54:53","date_gmt":"2026-05-06T03:54:53","guid":{"rendered":""},"modified":"2026-05-06T12:10:11","modified_gmt":"2026-05-06T04:10:11","slug":"ai%e6%8a%80%e6%9c%af%e4%b8%8eweb3%e6%97%b6%e4%bb%a3%ef%bc%9a%e6%b5%b7%e5%a4%96%e5%86%85%e5%ae%b9%e6%9c%ac%e5%9c%9f%e5%8c%96%e7%9a%84%e6%96%b0%e6%b5%aa%e6%bd%ae","status":"publish","type":"post","link":"https:\/\/hzd.com\/?p=691","title":{"rendered":"AI\u6280\u672f\u4e0eWeb3\u65f6\u4ee3\uff1a\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u7684\u65b0\u6d6a\u6f6e"},"content":{"rendered":"<p>\u6b63\u6587\uff1a<\/p>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u8fc5\u731b\u53d1\u5c55\u548c\u533a\u5757\u94fe\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u6211\u4eec\u6b63\u8fdb\u5165\u4e00\u4e2a\u5168\u65b0\u7684web3\u65f6\u4ee3\uff0c\u4e5f\u88ab\u79f0\u4e3a\u201c\u53bb\u4e2d\u5fc3\u5316\u4e92\u8054\u7f51\u201d\u65f6\u4ee3\u3002\u5728\u8fd9\u4e2a\u65f6\u4ee3\u80cc\u666f\u4e0b\uff0c\u6d77\u5916\u5185\u5bb9\u7684\u672c\u571f\u5316\u5448\u73b0\u51fa\u65b0\u7684\u9762\u8c8c\u548c\u6311\u6218\u3002\u672c\u6587\u5c06\u6df1\u5ea6\u89e3\u6790AI\u6280\u672f\u5728Web3\u80cc\u666f\u4e0b\u5982\u4f55\u52a9\u529b\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\uff0c\u5e76\u901a\u8fc7\u5177\u4f53\u6570\u636e\u548c\u6848\u4f8b\u8fdb\u884c\u9610\u8ff0\u3002<\/p>\n<p>### 1. Web3\u65f6\u4ee3\u7684\u7279\u70b9<\/p>\n<p>Web3\u7684\u6838\u5fc3\u662f\u53bb\u4e2d\u5fc3\u5316\u3001\u53bb\u4e2d\u4ecb\u5316\u548c\u7528\u6237\u4e3b\u6743\u3002\u8fd9\u610f\u5473\u7740\u5728\u8fd9\u4e2a\u65f6\u4ee3\uff0c\u5185\u5bb9\u521b\u4f5c\u3001\u5206\u53d1\u548c\u6536\u76ca\u7684\u63a7\u5236\u6743\u5c06\u66f4\u591a\u5730\u4ece\u4e2d\u5fc3\u5316\u7684\u5e73\u53f0\u8f6c\u79fb\u5230\u521b\u4f5c\u8005\u548c\u6d88\u8d39\u8005\u624b\u4e2d\u3002\u6839\u636eStatista\u7684\u6570\u636e\uff0c2022\u5e74\u5168\u7403\u533a\u5757\u94fe\u5e02\u573a\u89c4\u6a21\u5df2\u7ecf\u8d85\u8fc7140\u4ebf\u7f8e\u5143\uff0c\u5e76\u9884\u8ba1\u5728\u672a\u6765\u51e0\u5e74\u4ee5\u8d85\u8fc745%\u7684\u590d\u5408\u5e74\u589e\u957f\u7387\u589e\u957f\u3002<\/p>\n<p>### 2. AI\u6280\u672f\u5728Web3\u4e2d\u7684\u4f5c\u7528<\/p>\n<p>AI\u6280\u672f\u5728Web3\u4e2d\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\u3002\u5b83\u4e0d\u4ec5\u80fd\u591f\u63d0\u9ad8\u5185\u5bb9\u7684\u4e2a\u6027\u5316\u548c\u63a8\u8350\u6548\u7387\uff0c\u8fd8\u80fd\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\u5b9e\u73b0\u591a\u8bed\u8a00\u5185\u5bb9\u7684\u81ea\u52a8\u7ffb\u8bd1\u548c\u672c\u571f\u5316\u3002<\/p>\n<p>#### 2.1 AI\u6280\u672f\u63d0\u5347\u5185\u5bb9\u4e2a\u6027\u5316<\/p>\n<p>AI\u6280\u672f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5206\u6790\u7528\u6237\u7684\u884c\u4e3a\u548c\u504f\u597d\uff0c\u4e3a\u7528\u6237\u63a8\u8350\u4e0e\u5176\u5174\u8da3\u76f8\u5173\u7684\u5185\u5bb9\u3002\u4f8b\u5982\uff0c\u6839\u636eeMarketer\u7684\u6570\u636e\uff0c2023\u5e74\u5168\u7403\u6709\u8d85\u8fc733\u4ebf\u4eba\u4f7f\u7528\u793e\u4ea4\u5a92\u4f53\uff0c\u5176\u4e2d\u8d85\u8fc770%\u7684\u7528\u6237\u8868\u793a\u4ed6\u4eec\u66f4\u503e\u5411\u4e8e\u4ece\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u83b7\u5f97\u4e2a\u6027\u5316\u5185\u5bb9\u63a8\u8350\u3002<\/p>\n<p>#### 2.2 AI\u6280\u672f\u5b9e\u73b0\u5185\u5bb9\u81ea\u52a8\u7ffb\u8bd1<\/p>\n<p>AI\u6280\u672f\u901a\u8fc7NLP\u6280\u672f\u81ea\u52a8\u7ffb\u8bd1\u5185\u5bb9\uff0c\u4e3a\u6d77\u5916\u5185\u5bb9\u7684\u672c\u571f\u5316\u63d0\u4f9b\u4e86\u53ef\u80fd\u3002\u4f8b\u5982\uff0cGoogle\u7684\u81ea\u52a8\u7ffb\u8bd1\u670d\u52a1\u652f\u6301\u8d85\u8fc7100\u79cd\u8bed\u8a00\uff0c\u6bcf\u5929\u7ffb\u8bd1\u8d85\u8fc71400\u4ebf\u4e2a\u5355\u8bcd\u3002\u8fd9\u4e9b\u6280\u672f\u4f7f\u5f97\u975e\u82f1\u8bed\u56fd\u5bb6\u7684\u7528\u6237\u80fd\u591f\u8f7b\u677e\u8bbf\u95ee\u548c\u7406\u89e3\u6d77\u5916\u5185\u5bb9\u3002<\/p>\n<p>### 3. \u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u7684\u6311\u6218\u4e0e\u673a\u9047<\/p>\n<p>\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u9762\u4e34\u7684\u6311\u6218\u4e3b\u8981\u5305\u62ec\u6587\u5316\u5dee\u5f02\u3001\u8bed\u8a00\u969c\u788d\u548c\u6cd5\u5f8b\u6cd5\u89c4\u7b49\u65b9\u9762\u3002\u7136\u800c\uff0cAI\u6280\u672f\u7684\u5e94\u7528\u4e3a\u8fd9\u4e9b\u95ee\u9898\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>#### 3.1 \u6587\u5316\u5dee\u5f02\u7684\u6311\u6218<\/p>\n<p>\u6587\u5316\u5dee\u5f02\u662f\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u9762\u4e34\u7684\u6700\u5927\u6311\u6218\u4e4b\u4e00\u3002\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u7684\u6587\u5316\u80cc\u666f\u3001\u4ef7\u503c\u89c2\u548c\u884c\u4e3a\u4e60\u60ef\u5b58\u5728\u5de8\u5927\u5dee\u5f02\u3002\u6839\u636e\u4e00\u9879\u8c03\u67e5\u663e\u793a\uff0c\u8d85\u8fc770%\u7684\u8de8\u56fd\u516c\u53f8\u5728\u8fdb\u5165\u65b0\u5e02\u573a\u65f6\u672a\u80fd\u5145\u5206\u8003\u8651\u6587\u5316\u5dee\u5f02\uff0c\u5bfc\u81f4\u5185\u5bb9\u63a8\u5e7f\u6548\u679c\u4e0d\u4f73\u3002<\/p>\n<p>#### 3.2 \u8bed\u8a00\u969c\u788d<\/p>\n<p>\u8bed\u8a00\u662f\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u7684\u53c8\u4e00\u5927\u969c\u788d\u3002\u636e\u7edf\u8ba1\uff0c\u5168\u7403\u6709\u8d85\u8fc77000\u79cd\u8bed\u8a00\uff0c\u800c\u5927\u591a\u6570\u5185\u5bb9\u4ec5\u4ee5\u82f1\u8bed\u3001\u4e2d\u6587\u7b49\u5c11\u6570\u51e0\u79cd\u8bed\u8a00\u63d0\u4f9b\u3002AI\u6280\u672f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u673a\u5668\u7ffb\u8bd1\u6280\u672f\uff0c\u5e2e\u52a9\u5185\u5bb9\u521b\u4f5c\u8005\u8de8\u8d8a\u8bed\u8a00\u969c\u788d\uff0c\u5b9e\u73b0\u5185\u5bb9\u7684\u591a\u8bed\u8a00\u8986\u76d6\u3002<\/p>\n<p>#### 3.3 \u6cd5\u5f8b\u6cd5\u89c4<\/p>\n<p>\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u7684\u6cd5\u5f8b\u6cd5\u89c4\u5bf9\u4e8e\u5185\u5bb9\u7684\u5ba1\u67e5\u548c\u76d1\u7ba1\u5b58\u5728\u5dee\u5f02\uff0c\u8fd9\u5bf9\u6d77\u5916\u5185\u5bb9\u7684\u672c\u571f\u5316\u63d0\u51fa\u4e86\u6311\u6218\u3002AI\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u6a21\u5f0f\u8bc6\u522b\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff0c\u5e2e\u52a9\u5185\u5bb9\u521b\u4f5c\u8005\u9075\u5b88\u4e0d\u540c\u5730\u533a\u7684\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u907f\u514d\u8fdd\u89c4\u98ce\u9669\u3002<\/p>\n<p>### 4. AI\u6280\u672f\u5728\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u7684\u5e94\u7528\u6848\u4f8b<\/p>\n<p>#### 4.1 Netflix\u7684\u5168\u7403\u5316\u6218\u7565<\/p>\n<p>Netflix\u662fAI\u6280\u672f\u5728\u6d77\u5916\u5185\u5bb9\u672c\u571f\u5316\u4e2d\u7684\u5178\u578b\u6848\u4f8b\u3002\u6839\u636eNetflix\u7684\u6570\u636e\uff0c\u5176\u5e73\u53f0\u62e5\u6709\u8d85\u8fc72.2\u4ebf\u5168\u7403\u7528\u6237\uff0c\u63d0\u4f9b\u8d85\u8fc71\u4e07\u90e8\u7535\u5f71\u548c\u7535\u89c6\u8282\u76ee\uff0c\u652f\u630143\u79cd\u8bed\u8a00\u3002Netflix\u901a\u8fc7AI\u6280\u672f\u5206\u6790\u7528\u6237\u7684\u89c2\u770b\u4e60\u60ef\u548c\u504f\u597d\uff0c\u4e3a\u5176\u63a8\u8350\u4e2a\u6027\u5316\u5185\u5bb9\uff0c\u5e76\u5b9e\u73b0\u591a\u8bed\u8a00\u5b57\u5e55\u548c\u914d\u97f3\u670d\u52a1\u3002<\/p>\n<p>#### 4.2 Duolingo\u7684\u8bed\u8a00\u5b66\u4e60\u5e73\u53f0<\/p>\n<p>Duolingo\u662f\u4e00\u4e2a\u57fa\u4e8eAI\u6280\u672f\u7684\u5728\u7ebf\u8bed\u8a00\u5b66\u4e60\u5e73\u53f0\u3002\u5b83\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u8bed\u8a00\u5b66\u4e60\u5185\u5bb9\uff0c\u5e76\u5b9e\u73b0\u591a\u8bed\u8a00\u7ffb\u8bd1\u670d\u52a1\u3002\u6839\u636eDuolingo\u7684\u6570\u636e\uff0c\u5176\u5e73\u53f0\u62e5\u6709\u8d85\u8fc75\u4ebf\u7528\u6237\uff0c\u652f\u630138\u79cd\u8bed\u8a00\uff0c\u6bcf\u5929\u63d0\u4f9b\u8d85\u8fc72.5\u4ebf\u6b21\u7ffb\u8bd1\u670d\u52a1\u3002<\/p>\n<p>#### 4.3 TikTok\u7684\u5185\u5bb9\u63a8\u8350\u7cfb\u7edf<\/p>\n<p>TikTok\u662f\u4e00\u4e2a\u57fa\u4e8eAI\u6280\u672f\u7684\u5185\u5bb9\u63a8\u8350\u5e73\u53f0\u3002\u5b83\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5206\u6790\u7528\u6237\u7684\u89c2\u770b\u884c\u4e3a\u548c\u504f\u597d\uff0c\u4e3a\u5176\u63a8\u8350\u4e2a\u6027\u5316\u5185\u5bb9\u3002\u6839\u636eTikTok\u7684\u6570\u636e\uff0c\u5176\u5e73\u53f0\u62e5\u6709\u8d85\u8fc710\u4ebf\u5168\u7403\u7528\u6237\uff0c\u6bcf\u5929\u4ea7\u751f\u8d85\u8fc71.5\u4ebf\u6761\u65b0\u5185\u5bb9\u3002TikTok\u8fd8\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff0c\u5b9e\u73b0\u5185\u5bb9\u7684\u591a\u8bed\u8a00\u8986\u76d6\u548c\u672c\u571f\u5316\u670d\u52a1\u3002<\/p>\n<p>### 5. 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