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<\/summary><\/details>\n\n\n\n

\u8f6c\u8f7d\uff1ahttps:\/\/zhuanlan.zhihu.com\/p\/1957901868899504299<\/p>\n\n\n\n

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1.\u4eba\u5de5\u667a\u80fd\uff08AI\uff09<\/p>\n\n\n\n

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2.\u751f\u6210\u5f0fAI<\/a>\uff08Gen AI\uff09<\/p>\n\n\n\n

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3.\u901a\u7528\u4eba\u5de5\u667a\u80fd<\/a>\uff08AGI\uff09<\/p>\n\n\n\n

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4.\u8d85\u7ea7\u4eba\u5de5\u667a\u80fd<\/a>\uff08ASI\uff09<\/p>\n\n\n\n

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5.\u667a\u80fd\u4f53 \uff08Agent\uff09<\/p>\n\n\n\n

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6.\u63d0\u793a\u8bcd<\/a>\uff08Prompt\uff09<\/p>\n\n\n\n

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7.\u77e5\u8bc6\u5e93<\/p>\n\n\n\n

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8.\u5de5\u4f5c\u6d41\uff08Workflow\uff09<\/p>\n\n\n\n

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9.\u5de5\u4f5c\u6d41\uff08Workflow\uff09<\/p>\n\n\n\n

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10.\u5927\u8bed\u8a00\u6a21\u578b<\/a>\uff08LLM\uff09<\/p>\n\n\n\n

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11.Token\uff08\u8bcd\u5143\/\u4ee4\u724c\uff09<\/p>\n\n\n\n

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\u4f8b\u5b50\uff1a\u4f60\u7528Token\u6765\u201c\u8d2d\u4e70\u201dAI\u7684\u601d\u8003\u548c\u56de\u7b54\u3002\u4f60\u7ed9AI\u7684\u201c\u6587\u5b57\u6750\u6599\u201d\u548cAI\u8fd8\u7ed9\u4f60\u7684\u201c\u56de\u7b54\u201d\u90fd\u9700\u8981\u7528\u8fd9\u79cd\u8d27\u5e01\u6765\u7ed3\u7b97\u3002\u4f60\u95eeAI\uff1a\u201c\u8bf7\u7528\u4e2d\u6587\u89e3\u91ca\u4e00\u4e0b\u4eba\u5de5\u667a\u80fd\u3002\u201d\uff08\u8f93\u5165Token\u5047\u8bbe\u4e3a10\u4e2a\uff09\u3002AI\u601d\u8003\uff08\u6d88\u8017Token\u5047\u8bbe\u4e3a60\u4e2a\uff09\u5e76\u56de\u7b54\uff1a\u201c\u4eba\u5de5\u667a\u80fd\u662f\u2026\u2026\u201d\uff08\u8f93\u51faToken\u5047\u8bbe\u4e3a40\u4e2a\uff09\u3002\u90a3\u4e48\uff0c\u4f60\u8fd9\u6b21\u5bf9\u8bdd\u603b\u5171\u6d88\u8017\u4e86 110\u4e2aToken\u3002<\/p>\n\n\n\n

12.\u4e0a\u4e0b\u6587<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u5f53\u524d\u5bf9\u8bdd\u7684\u201c\u77ed\u671f\u8bb0\u5fc6\u201d\u6216\u201c\u8349\u7a3f\u7eb8\u201d\u3002\u8fd9\u5757\u201c\u8349\u7a3f\u7eb8\u201d\u7684\u5927\u5c0f\u662f\u6709\u9650\u7684\u3002\u6240\u6709\u5728\u8fd9\u6b21\u5bf9\u8bdd\u4e2d\u53d1\u751f\u7684\u4fe1\u606f\u90fd\u4f1a\u5199\u5728\u8fd9\u5f20\u7eb8\u4e0a\uff0c\u5185\u5bb9\u5305\u62ec\uff1a\u4f60\u521a\u624d\u95ee\u7684\u6240\u6709\u95ee\u9898\u3001AI\u7684\u6240\u6709\u56de\u7b54\u3001\u4ee5\u53ca\u901a\u8fc7RAG\u68c0\u7d22\u5230\u7684\u8d44\u6599\u3002\u6a21\u578b\u5728\u56de\u7b54\u4e0b\u4e00\u4e2a\u95ee\u9898\u65f6\uff0c\u4f1a\u770b\u7740\u8fd9\u5f20\u201c\u8349\u7a3f\u7eb8\u201d\u4e0a\u7684\u6240\u6709\u5185\u5bb9\u6765\u7406\u89e3\u4f60\u7684\u610f\u56fe\uff0c\u4fdd\u6301\u5bf9\u8bdd\u7684\u8fde\u8d2f\u6027\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u5148\u95ee\u201c\u4ecb\u7ecd\u4e00\u4e0b\u674e\u767d\u201d\uff0c\u7136\u540e\u63a5\u7740\u95ee\u201c\u4ed6\u6709\u54ea\u4e9b\u8457\u540d\u7684\u670b\u53cb\uff1f\u201d\u3002AI\u80fd\u77e5\u9053\u201c\u4ed6\u201d\u662f\u674e\u767d\uff0c\u56e0\u4e3a\u201c\u674e\u767d\u201d\u8fd9\u4e2a\u4fe1\u606f\u8fd8\u5728\u4e0a\u4e0b\u6587\uff08\u77ed\u671f\u8bb0\u5fc6\uff09\u91cc\u3002<\/p>\n\n\n\n

13.\u957f\u671f\u8bb0\u5fc6<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1aAI\u7684\u201c\u79c1\u4eba\u7b14\u8bb0\u672c\u201d\uff0c\u4e0e\u6bcf\u6b21\u5bf9\u8bdd\u6e05\u7a7a\u7684\u201c\u8349\u7a3f\u7eb8\u201d\uff08\u4e0a\u4e0b\u6587\uff09\u4e0d\u540c\u3002\u957f\u671f\u8bb0\u5fc6\u662f\u4f1a\u88ab\u6c38\u4e45\u4fdd\u5b58\u4e0b\u6765\uff0c\u4f9b\u672a\u6765\u7684\u5bf9\u8bdd\u4f7f\u7528\u7684\u3002\u5b83\u9700\u8981\u5916\u90e8\u7cfb\u7edf\uff08\u5982\u6570\u636e\u5e93\uff09\u6765\u5b9e\u73b0\uff0cAI\u6a21\u578b\u81ea\u8eab\u4e0d\u5177\u5907\u8fd9\u4e2a\u529f\u80fd\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u544a\u8bc9AI\uff1a\u201c\u6211\u5bf9\u82b1\u751f\u8fc7\u654f\u3002\u201d \u8fd9\u4e2a\u4fe1\u606f\u88ab\u5b58\u5165\u957f\u671f\u8bb0\u5fc6\u3002\u4e00\u4e2a\u6708\u540e\uff0c\u4f60\u8ba9AI\u63a8\u8350\u83dc\u8c31\uff0c\u5b83\u4f1a\u81ea\u52a8\u907f\u5f00\u542b\u82b1\u751f\u7684\u83dc\u54c1\u3002<\/p>\n\n\n\n

14.RAG\uff08\u641c\u7d22\u589e\u5f3a\u751f\u6210\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1aAI\u6a21\u578b\u5728\u56de\u7b54\u95ee\u9898\u524d\uff0c\u5148\u4ece\u5916\u90e8\u77e5\u8bc6\u6e90\u68c0\u7d22\u76f8\u5173\u4fe1\u606f\uff0c\u518d\u5c06\u4fe1\u606f\u548c\u95ee\u9898\u4e00\u540c\u4ea4\u7ed9\u6a21\u578b\u751f\u6210\u7b54\u6848\u3002\u76f8\u5f53\u4e8e\u8ba9AI\u201c\u5f00\u5377\u8003\u8bd5\u201d\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u95eeAI\uff1a\u201c\u516c\u53f8\u6700\u65b0\u7684\u5e74\u5047\u653f\u7b56\u662f\u4ec0\u4e48\uff1f\u201d RAG\u7cfb\u7edf\u4f1a\u5148\u53bb\u516c\u53f8\u5185\u90e8\u77e5\u8bc6\u5e93\u641c\u7d22\u201c2025\u5e74\u5e74\u5047\u653f\u7b56PDF\u201d\uff0c\u627e\u5230\u6700\u65b0\u89c4\u5b9a\uff0c\u7136\u540e\u8ba9AI\u6839\u636e\u8fd9\u4e2a\u89c4\u5b9a\u751f\u6210\u7b54\u6848\uff0c\u800c\u4e0d\u662f\u51ed\u8bb0\u5fc6\u778e\u7f16\u3002<\/p>\n\n\n\n

15.MCP\uff08\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1aAI\u6a21\u578b\u7684\u201c\u4e07\u80fd\u63d2\u5934\u201d\u6216\u201c\u7edf\u4e00\u8bf4\u660e\u4e66\u201d\u6807\u51c6\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u7684\u624b\u673a\u9700\u8981\u8fde\u63a5\u5404\u79cd\u8bbe\u5907\uff08\u8033\u673a\u3001\u5145\u7535\u5668\u3001\u6295\u5f71\u4eea\uff09\uff0c\u5982\u679c\u6bcf\u4e2a\u8bbe\u5907\u90fd\u6709\u81ea\u5df1\u72ec\u7279\u7684\u3001\u4e0d\u517c\u5bb9\u7684\u63a5\u53e3\uff0c\u4f60\u4f1a\u975e\u5e38\u5934\u75bc\u3002MCP\u5c31\u89c4\u5b9a\u4e86\u4e00\u5957\u7edf\u4e00\u7684\u201c\u63d2\u53e3\u201d\u548c\u201c\u901a\u4fe1\u8bed\u8a00\u201d\u3002\u4efb\u4f55\u5de5\u5177\u6216\u8f6f\u4ef6\uff08\u5982\u6570\u636e\u5e93\u3001\u65e5\u5386\u3001\u641c\u7d22\u5f15\u64ce\uff09\u53ea\u8981\u6309\u7167MCP\u8fd9\u4e2a\u6807\u51c6\u63d0\u4f9b\u4e00\u4e2a\u201c\u8bf4\u660e\u4e66\u201d\uff0cAI\u6a21\u578b\u5c31\u80fd\u7528\u540c\u6837\u7684\u65b9\u5f0f\u8f7b\u677e\u8fde\u63a5\u5e76\u4f7f\u7528\u5b83\uff0c\u65e0\u9700\u4e3a\u6bcf\u4e2a\u5de5\u5177\u5355\u72ec\u5f00\u53d1\u9002\u914d\u5668\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u5728\u652f\u6301MCP\u7684AI\u5e94\u7528\u4e2d\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u547d\u4ee4AI\uff1a\u201c\u67e5\u4e00\u4e0b\u6211\u6570\u636e\u5e93\u91cc\u4e0a\u4e2a\u6708\u7684\u9500\u552e\u6570\u636e\uff0c\u505a\u6210\u56fe\u8868\u5e76\u53d1\u90ae\u4ef6\u7ed9\u7ecf\u7406\u3002\u201d AI\u80fd\u901a\u8fc7MCP\u534f\u8bae\u81ea\u52a8\u8c03\u7528\u6570\u636e\u5e93\u5de5\u5177\u3001\u56fe\u8868\u751f\u6210\u5668\u548c\u90ae\u4ef6\u53d1\u9001\u670d\u52a1\u6765\u5b8c\u6210\u8fd9\u4e00\u7cfb\u5217\u64cd\u4f5c\u3002<\/p>\n\n\n\n

16.A2A<\/a>\uff08\u5e94\u7528\u5230\u5e94\u7528\/\u667a\u80fd\u4f53\u5230\u667a\u80fd\u4f53\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u8ba9\u4e0d\u540c\u7684\u8f6f\u4ef6\u201c\u81ea\u5df1\u804a\u8d77\u6765\u201d\u3002\u8fd9\u79cd\u201c\u5bf9\u8bdd\u201d\u901a\u5e38\u901a\u8fc7API<\/a>\uff08\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff09\u5b8c\u6210\uff0c\u4f60\u53ef\u4ee5\u628aAPI\u7406\u89e3\u4e3a\u8f6f\u4ef6\u4e4b\u95f4\u7ea6\u5b9a\u597d\u7684\u201c\u7535\u8bdd\u7ebf\u201d\u548c\u201c\u901a\u8bdd\u89c4\u5219\u201d\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u5728\u7535\u5546\u5e73\u53f0\uff08App A\uff09\u4e0b\u5355\u540e\uff0c\u8ba2\u5355\u4fe1\u606f\u81ea\u52a8\u540c\u6b65\u5230\u4ed3\u5e93\u7ba1\u7406\u7cfb\u7edf\uff08App B\uff09\u8fdb\u884c\u53d1\u8d27\u5904\u7406\u3002\u4f60\u516c\u53f8\u5728\u9489\u9489\u4e0a\u5ba1\u6279\u5b8c\u62a5\u9500\u5355\uff0c\u62a5\u9500\u91d1\u989d\u81ea\u52a8\u540c\u6b65\u5230\u8d22\u52a1\u8f6f\u4ef6\uff08App C\uff09\u751f\u6210\u51ed\u8bc1\u3002\u8fd9\u4e9b\u201c\u81ea\u52a8\u540c\u6b65\u201d\u5c31\u662fA2A\u7684\u5178\u578b\u4f53\u73b0\u3002<\/p>\n\n\n\n

17.RPA<\/a>\uff08\u673a\u5668\u4eba\u6d41\u7a0b\u81ea\u52a8\u5316\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u6a21\u62df\u4eba\u5728\u7535\u8111\u6216\u624b\u673a\u4e0a\u7684\u64cd\u4f5c\uff0c\u5e2e\u4f60\u201c\u70b9\u70b9\u70b9\u201d\u7684\u865a\u62df\u673a\u5668\u4eba\u3002RPA\u673a\u5668\u4eba\u5c31\u50cf\u4e00\u4e2a\u4e0d\u77e5\u75b2\u5026\u7684\u5b9e\u4e60\u751f\uff0c\u5b83\u5750\u5728\u7535\u8111\u524d\uff0c\u770b\u7740\u8f6f\u4ef6\u7684\u56fe\u5f62\u754c\u9762\uff08\u5c31\u662f\u4f60\u770b\u5230\u7684\u90a3\u4e2a\u754c\u9762\uff09\uff0c\u6309\u7167\u4f60\u4e8b\u5148\u5f55\u597d\u7684\u6b65\u9aa4\uff0c\u6a21\u4eff\u4f60\u7684\u9f20\u6807\u70b9\u51fb\u3001\u952e\u76d8\u8f93\u5165\u3001\u590d\u5236\u7c98\u8d34\u7b49\u64cd\u4f5c\u3002\u5b83\u548c\u667a\u80fd\u4f53\u4e0d\u540c\u7684\u5730\u65b9\u662f\uff0c\u5b83\u6a21\u62df\u4e86\u771f\u4eba\u5728\u64cd\u4f5c\u7535\u8111\u3001\u624b\u673a\u7684\u8868\u9762\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u81ea\u52a8\u6253\u5f00\u793e\u4ea4\u8f6f\u4ef6\uff0c\u6309\u7167\u4f60\u5199\u597d\u7684\u8868\u683c\u4e2d\u7684\u53f7\u7801\uff0c\u641c\u7d22\u3001\u6dfb\u52a0\u597d\u53cb\uff0c\u5e76\u8c03\u7528\u8f93\u5165\u6cd5\u5411\u5bf9\u65b9\u53d1\u9001\u4e00\u6761\u201c\u4f60\u597d\u201d\u3002\u81ea\u52a8\u5728\u7f51\u7ad9\u4e0a\u8bfb\u53d6\u6d4f\u89c8\u91cf\u3001\u70b9\u8d5e\u91cf\u7b49\u6570\u5b57\uff0c\u8bb0\u5f55\u5728\u4f60\u8bbe\u597d\u7684\u8868\u683c\u4e2d\u3002<\/p>\n\n\n\n

18.API\uff08\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u4e0d\u540c\u8f6f\u4ef6\u4e4b\u95f4\u7ea6\u597d\u7684\u4e00\u6761\u201c\u7535\u8bdd\u7ebf\u201d\u548c\u201c\u901a\u8bdd\u89c4\u5219\u201d\uff0c\u7ed9\u8f6f\u4ef6\u548c\u8f6f\u4ef6\u4e4b\u95f4\u4ea4\u6d41\u7528\u7684\u3002\u6bcf\u4e2a\u8f6f\u4ef6\u90fd\u6709\u81ea\u5df1\u7684 API\u201c\u65b9\u8a00\u201d\uff0c\u7528\u6cd5\u90fd\u4e0d\u4e00\u6837\uff0c\u9700\u8981\u6839\u636e\u5404\u5bb6\u7684\u60c5\u51b5\u9002\u914d\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u7528\u652f\u4ed8\u5b9d\u4ed8\u6b3e\uff0c\u652f\u4ed8\u5b9d\u8981\u901a\u8fc7API\u548c\u94f6\u884c\u7cfb\u7edf\u6c9f\u901a\uff0c\u786e\u8ba4\u6263\u6b3e\u3002\u5929\u6c14\u9884\u62a5\u5c0f\u7a0b\u5e8f\u663e\u793a\u5929\u6c14\uff0c\u4e5f\u662f\u53bb\u8c03\u7528\u6c14\u8c61\u5c40\u7684API\u62ff\u6570\u636e\u3002\u60f3\u628aDeepSeek\u63a5\u5165\u5230\u516c\u53f8\u8f6f\u4ef6\u91cc\uff0c\u9700\u8981\u63a5DeepSeek\u7684\u5b98\u65b9API\u63a5\u53e3\u5230\u516c\u53f8\u8f6f\u4ef6\u63a5\u53e3\u3002<\/p>\n\n\n\n

19.\u591a\u6a21\u6001<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a AI\u6a21\u578b\u80fd\u591f\u540c\u65f6\u7406\u89e3\u3001\u5904\u7406\u548c\u751f\u6210\u591a\u79cd\u7c7b\u578b\u7684\u4fe1\u606f\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u3001\u58f0\u97f3\u3001\u89c6\u9891\u7b49\u3002AI\u53d8\u5f97\u201c\u80fd\u542c\u4f1a\u8bf4\uff0c\u80fd\u770b\u4f1a\u753b\u201d\uff0c\u5404\u79cd\u4fe1\u606f\u5f62\u5f0f\u5b83\u90fd\u80fd\u73a9\u5f97\u8f6c\uff0c\u5e76\u4e14\u80fd\u7406\u89e3\u5b83\u4eec\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u7ed9\u5b83\u4e00\u5f20\u51b0\u7bb1\u5185\u90e8\u7167\u7247\u56fe\u50cf\uff0c\u5b83\u80fd\u544a\u8bc9\u4f60\u91cc\u9762\u6709\u4ec0\u4e48\u98df\u6750\uff0c\u5e76\u6839\u636e\u8fd9\u4e9b\u98df\u6750\u751f\u6210\u4e00\u4efd\u83dc\u8c31\u6587\u672c\uff0c\u8fd8\u53ef\u4ee5\u76f4\u63a5\u751f\u6210\u4e00\u6bb5\u505a\u83dc\u7684\u89c6\u9891\u3002<\/p>\n\n\n\n

20.\u673a\u5668\u5b66\u4e60<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a \u4e0d\u662f\u624b\u628a\u624b\u6559\u7535\u8111\u6bcf\u4e00\u6b65\u8be5\u600e\u4e48\u505a\uff0c\u800c\u662f\u6254\u7ed9\u5b83\u4e00\u5927\u5806\u4f8b\u5b50\uff0c\u8ba9\u5b83\u81ea\u5df1\u603b\u7ed3\u89c4\u5f8b\u3002\u5c31\u50cf\u5c0f\u5b69\u901a\u8fc7\u770b\u5f88\u591a\u732b\u7684\u56fe\u7247\u6765\u5b66\u4f1a\u8ba4\u732b\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u5783\u573e\u90ae\u4ef6\u8fc7\u6ee4\u5668\u5c31\u662f\u901a\u8fc7\u770b\u4f60\u6807\u8bb0\u7684\u65e0\u6570\u5c01\u5783\u573e\u90ae\u4ef6\uff0c\u5b66\u4f1a\u4e86\u81ea\u52a8\u8bc6\u522b\u65b0\u5783\u573e\u90ae\u4ef6\u3002<\/p>\n\n\n\n

21.\u6df1\u5ea6\u5b66\u4e60<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a \u4e00\u79cd\u66f4\u5389\u5bb3\u7684\u201c\u673a\u5668\u5b66\u4e60\u201d\uff0c\u4e13\u95e8\u5904\u7406\u7279\u522b\u590d\u6742\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u770b\u56fe\u548c\u542c\u58f0\u97f3\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u624b\u673a\u76f8\u518c\u80fd\u6309\u201c\u732b\u201d\u3001\u201c\u72d7\u201d\u3001\u201c\u98ce\u666f\u201d\u81ea\u52a8\u5206\u7c7b\u7167\u7247\uff0c\u5c31\u662f\u6df1\u5ea6\u5b66\u4e60\u7684\u529f\u52b3\u3002<\/p>\n\n\n\n

22.\u5f3a\u5316\u5b66\u4e60<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a \u4e00\u79cd\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u667a\u80fd\u4f53\u901a\u8fc7\u4e0e\u73af\u5883\u4e92\u52a8\u5e76\u83b7\u5f97\u5956\u52b1\u6765\u5b66\u4e60\u6700\u4f18\u7b56\u7565\u3002\u50cf\u8bad\u7ec3\u5c0f\u72d7\u4e00\u6837\uff0c\u505a\u5bf9\u4e86\u5c31\u7ed9\u9897\u201c\u7cd6\u201d\uff08\u5956\u52b1\uff09\uff0c\u505a\u9519\u4e86\u5c31\u6ca1\u6709\u3002\u8ba9AI\u81ea\u5df1\u6478\u7d22\u51fa\u6700\u597d\u7684\u505a\u6cd5\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a AlphaGo\u4e0b\u56f4\u68cb\u5c31\u662f\u901a\u8fc7\u548c\u81ea\u5df1\u4e0b\u65e0\u6570\u76d8\u68cb\uff0c\u8d62\u4e86\uff08\u5956\u52b1\uff09\u5c31\u5f3a\u5316\u8fd9\u4e00\u6b65\u7684\u7b56\u7565\u3002<\/p>\n\n\n\n

23.\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/a>\uff08NLP\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a \u6559\u7535\u8111\u542c\u61c2\u4eba\u8bdd\uff0c\u4e5f\u80fd\u8bf4\u4eba\u8bdd\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a \u673a\u5668\u7ffb\u8bd1\uff08\u5982\u767e\u5ea6\u7ffb\u8bd1\uff09\u3001\u667a\u80fd\u5ba2\u670d\u804a\u5929\u673a\u5668\u4eba\u90fd\u7528\u4e86NLP\u6280\u672f\u3002<\/p>\n\n\n\n

24.\u8ba1\u7b97\u673a\u89c6\u89c9<\/a><\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a \u6559\u7535\u8111\u770b\u61c2\u56fe\u7247\u548c\u89c6\u9891\u91cc\u6709\u4ec0\u4e48\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a \u4eba\u8138\u8bc6\u522b\u95e8\u7981\u3001\u624b\u673a\u626b\u63cf\u4e8c\u7ef4\u7801\u3001\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u8bc6\u522b\u884c\u4eba\u548c\u8def\u6807\u3002<\/p>\n\n\n\n

25.\u5927\u6570\u636e<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u89c4\u6a21\u5de8\u5927\u3001\u7c7b\u578b\u590d\u6742\u7684\u6570\u636e\u5927\u5168\uff0c\u591a\u5230\u4eba\u8111\u6839\u672c\u5904\u7406\u4e0d\u8fc7\u6765\uff0c\u5fc5\u987b\u7528\u7535\u8111\u5206\u6790\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a \u5168\u4e2d\u56fd\u6240\u6709\u4eba\u6bcf\u5929\u7684\u8d2d\u7269\u8bb0\u5f55\u3001\u6253\u8f66\u8def\u7ebf\u3001\u641c\u7d22\u8bb0\u5f55\uff0c\u8fd9\u4e9b\u5c31\u662f\u5927\u6570\u636e\u3002<\/p>\n\n\n\n

26.\u7b97\u6cd5<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u7535\u8111\u7528\u6765\u89e3\u51b3\u95ee\u9898\u7684\u201c\u83dc\u8c31\u201d\u6216\u201c\u8bf4\u660e\u4e66\u201d\u3002\u89e3\u51b3\u95ee\u9898\u6216\u5b8c\u6210\u4efb\u52a1\u7684\u4e00\u7cfb\u5217\u7cbe\u786e\u6b65\u9aa4\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1aAI\u5b66\u4f1a\u4e86\u201c\u63a8\u8350\u7b97\u6cd5\u201d\uff0c\u5b83\u5c31\u77e5\u9053\u4f60\u66f4\u53ef\u80fd\u559c\u6b22\u4ec0\u4e48\u89c6\u9891\u3001\u4e70\u4ec0\u4e48\u4e1c\u897f\u3001\u770b\u4ec0\u4e48\u8bfe\u7a0b\uff0c\u6309\u7167\u7b97\u6cd5\u7ed9\u4f60\u63a8\u9001\u3002<\/p>\n\n\n\n

27.\u7b97\u529b<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a\u5c31\u662f\u8ba1\u7b97\u673a\u7684\u201c\u5e72\u6d3b\u901f\u5ea6\u201d\u6216\u8005\u201c\u5927\u8111\u529b\u6c14\u201d\u3002 \u5b83\u51b3\u5b9a\u4e86\u7535\u8111\/\u670d\u52a1\u5668\/AI\u5728\u5904\u7406\u6570\u636e\u3001\u8fd0\u884c\u7a0b\u5e8f\u3001\u8fdb\u884c\u8ba1\u7b97\u65f6\u7684\u5feb\u6162\u548c\u80fd\u529b\u5f3a\u5f31\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u8bad\u7ec3AI\u5927\u6a21\u578b\u7c7b\u6bd4\u6210\u76d6\u4e00\u6240\u5b66\u6821\uff0c\u7b97\u529b\u5c31\u662f\u5de5\u4eba\u6570\u91cf\u53ca\u4ed6\u4eec\u7684\u4f53\u529b\u3002\u7b97\u529b\u5f3a\uff0c\u6a21\u578b\u5f88\u5feb\u5c31\u8bad\u7ec3\u597d\u4e86\uff0c\u5c31\u50cf\u5de5\u4eba\u6570\u91cf\u591a\u3001\u4f53\u529b\u5927\uff0c\u5b66\u6821\u5f88\u5feb\u5c31\u76d6\u597d\u4e86\u3002<\/p>\n\n\n\n

28.\u5e7b\u89c9<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a AI\u201c\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4\u516b\u9053\u201d\u3002\u56e0\u4e3a\u5b83\u662f\u5728\u731c\u201c\u6700\u50cf\u7b54\u6848\u7684\u8bcd\u8bed\u7ec4\u5408\u201d\uff0c\u800c\u4e0d\u662f\u771f\u7684\u7406\u89e3\u4e8b\u5b9e\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a \u4f60\u95eeAI\u4e00\u4e2a\u5b83\u4e0d\u77e5\u9053\u7684\u5386\u53f2\u4e8b\u4ef6\uff0c\u5b83\u53ef\u80fd\u4f1a\u7f16\u9020\u51fa\u4e00\u4e2a\u6709\u6a21\u6709\u6837\u4f46\u5b8c\u5168\u9519\u8bef\u7684\u6545\u4e8b\u3002<\/p>\n\n\n\n

29.\u6c1b\u56f4\u7f16\u7a0b\uff08Vibe Coding\uff09<\/p>\n\n\n\n

\u5927\u767d\u8bdd\uff1a \u4f60\u53ea\u9700\u5411AI\u63cf\u8ff0\u5927\u81f4\u7684\u7a0b\u5e8f\u76ee\u6807\u3001\u6c1b\u56f4\u6216\u611f\u89c9\uff0c\u800c\u65e0\u9700\u6307\u5b9a\u7cbe\u786e\u7684\u7ec6\u8282\u548c\u903b\u8f91\uff0c\u201c\u51ed\u611f\u89c9\u201d\u7531AI\u751f\u6210\u4ee3\u7801\u3002<\/p>\n\n\n\n

\u4f8b\u5b50\uff1a\u4f60\u4e0d\u7528\u544a\u8bc9AI\u5177\u4f53\u6bcf\u4e00\u6b65\u600e\u4e48\u5199\u4ee3\u7801\uff0c\u800c\u662f\u50cf\u8ddf\u5408\u4f19\u4eba\u804a\u5929\u4e00\u6837\uff0c\u8bf4\u201c\u6211\u60f3\u8981\u4e00\u4e2a\u770b\u8d77\u6765\u9177\u70ab\u3001\u7528\u8d77\u6765\u6d41\u7545\u7684\u767b\u5f55\u9875\u9762\u201d\uff0cAI\u5c31\u80fd\u7ed9\u4f60\u751f\u6210\u51fa\u6765\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8f6c\u8f7d\uff1ahttps:\/\/zhuanlan.zhihu.com\/p\/1957901868899504299 \u521a\u63a5\u89e6 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[],"class_list":["post-116","post","type-post","status-publish","format-standard","hentry","category-ai-parent"],"_links":{"self":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/116","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/comments?post=116"}],"version-history":[{"count":1,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/116\/revisions"}],"predecessor-version":[{"id":117,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/116\/revisions\/117"}],"wp:attachment":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/media?parent=116"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/categories?post=116"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/tags?post=116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}