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1.2022\uff1aAIGC \u5d1b\u8d77\u4e4b\u5e74<\/h1>\n\n\n\n

\u8fd1\u671f\uff0c\u7845\u8c37\u7684\u4f17\u591a\u4e00\u7ebf VC \u4eec\u5f00\u59cb\u5c06\u76ee\u5149\u7784\u51c6 AI \u521d\u521b\u516c\u53f8\uff0c\u5c24\u5176\u662f\u751f\u6210\u5f0f AI \u827a\u672f\u8fd9\u4e00 \u9886\u57df\u3002\u4eca\u5e74 9 \u6708 23 \u65e5\uff0c\u7ea2\u6749\u7f8e\u56fd\u5b98\u7f51\u53d1\u8868\u4e86\u4e00\u7bc7\u540d\u4e3a\u300a\u751f\u6210\u5f0f AI\uff1a\u4e00\u4e2a\u521b\u9020\u6027\u7684\u65b0\u4e16 \u754c\u300b\u7684\u6587\u7ae0\uff0c\u8ba4\u4e3a AIGC\uff08AI-Generated Content \u4eba\u5de5\u667a\u80fd\u751f\u6210\u5185\u5bb9\uff09\u4f1a\u4ee3\u8868\u65b0\u4e00\u8f6e\u8303 \u5f0f\u8f6c\u79fb\u7684\u5f00\u59cb\u3002 2022 \u5e74 10 \u6708\uff0c\u82f1\u56fd\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u516c\u53f8 Stability AI \u5ba3\u5e03\u83b7\u5f97 1.01 \u4ebf\u7f8e\u5143\u878d\u8d44\uff0c\u4f30\u503c\u9ad8 \u8fbe 10 \u4ebf\u7f8e\u5143\uff0c\u8dfb\u8eab\u72ec\u89d2\u517d\u884c\u5217\uff0c\u7531 Coatue\u3001Lightspeed Venture Partners \u548c O’Shaughnessy Ventures LLC \u53c2\u4e0e\u6295\u8d44\u3002Stability AI \u4eca\u5e74\u53d1\u5e03\u4e86 Stable Diffusion \u7684\u6a21\u578b\uff0c \u4e3b\u8981\u7528\u4e8e\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u6587\u5b57\u63cf\u8ff0\u81ea\u52a8\u751f\u6210\u56fe\u50cf\u3002Stable Diffusion \u7684\u8bde\u751f\u8ba9 AI \u7ed8\u753b\u8fd9 \u4e2a\u9886\u57df\u6108\u53d1\u706b\u7206\u3002\u6700\u8fd1\uff0c\u5df4\u6bd4\u7279\u6b63\u5f0f\u5bf9\u5916\u5ba3\u5e03\uff0c\u5168\u9762\u62e5\u62b1 AIGC\uff0c\u5f00\u59cb\u89c4\u6a21\u5316\u91c7\u7528 AI \u914d \u56fe\uff0c\u5176\u4e2d\u5934\u6761\u56fe\u7247\uff0c\u5168\u9762\u7531 AI \u521b\u4f5c\u3002\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u5df4\u6bd4\u7279\u7f51\u7ad9\u548c APP\uff0c\u5fae\u4fe1\u516c\u4f17\u53f7\u3001\u767e \u5bb6\u53f7\u3001\u7f51\u6613\u53f7\u7b49\u81ea\u5a92\u4f53\u5e73\u53f0\uff0c\u4ee5\u53ca\u5fae\u535a\u7b49\u793e\u4ea4\u5a92\u4f53\u8d26\u53f7\u3002<\/p>\n\n\n\n

\u9664\u4e86\u7ed8\u753b\u4ee5\u5916\uff0c\u6587\u5b57\u3001\u97f3\u9891\u3001\u89c6\u9891\u5747\u53ef\u901a\u8fc7 AI \u6765\u751f\u6210\u3002<\/p>\n\n\n\n

\u6587\u5b57\uff1a\u4ee5 Jasper \u4e3a\u4f8b\uff0c\u4ee5 AI \u6587\u5b57\u751f\u6210\u4e3a\u4e3b\u6253\u4ea7\u54c1\uff0c\u901a\u8fc7\u5176\u6587\u5b57\u751f\u6210\u529f\u80fd\uff0c\u7528\u6237\u53ef \u4ee5\u751f\u6210 Instagram \u6807\u9898\uff0c\u7f16\u5199 TikTok \u89c6\u9891\u811a\u672c\u3001\u5e7f\u544a\u8425\u9500\u6587\u672c\u3001\u7535\u5b50\u90ae\u4ef6\u5185\u5bb9\u7b49\u5de5 \u4f5c\u3002\u622a\u6b62 2021 \u5e74\uff0cJaper \u5df2\u62e5\u6709\u8d85\u8fc7 70000 \u4f4d\u5ba2\u6237\uff0c\u5e76\u521b\u9020\u4e86 4000 \u4e07\u7f8e\u5143\u7684\u6536\u5165\u3002<\/p>\n\n\n\n

\u97f3\u9891\uff1a\u4ee5 Podcast.ai \u4e3a\u4f8b\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u7531 AI \u751f\u6210\u7684\u535a\u5ba2\uff0c\u6bcf\u5468\u90fd\u4f1a\u63a2\u8ba8\u4e00\u4e2a\u8bdd\u9898\u3002\u5728 \u7b2c\u4e00\u671f\u8282\u76ee\u4e2d\uff0c\u5176\u901a\u8fc7\u4e54\u5e03\u65af\u7684\u4f20\u8bb0\u548c\u6536\u96c6\u7f51\u7edc\u4e0a\u5173\u4e8e\u4ed6\u7684\u6240\u6709\u5f55\u97f3\uff0cPlay.ht \u7684\u8bed \u8a00\u6a21\u578b\u5927\u91cf\u8bad\u7ec3\uff0c\u6700\u7ec8\u751f\u6210\u4e86\u4e00\u6bb5\u5047 Joe Rogan \u91c7\u8bbf\u4e54\u5e03\u65af\u7684\u64ad\u5ba2\u5185\u5bb9\u3002<\/p>\n\n\n\n

\u89c6\u9891\uff1a\u76ee\u524d\u7684 AI \u6280\u672f\u4e0d\u4ec5\u53ef\u4ee5\u751f\u6210\u56fe\u7247\uff0c\u4e5f\u80fd\u591f\u751f\u6210\u5e8f\u5217\u5e27\uff0c\u5982\uff1a\u300a\u5e7b\u89c9\u4e1c\u4eac\u300b\u3002 \u7ecf\u8fc7 160 \u5c0f\u65f6\uff0c\u5b8c\u6210 3 \u4e07\u591a\u5f20\u72ec\u7acb\u63d2\u753b\uff0c\u518d\u8fdb\u884c\u624b\u52a8\u5fae\u8c03\u3002\u867d\u7136\u76ee\u524d\u8fd8\u53ea\u662f\u5728\u539f\u811a \u672c\u548c\u89c6\u9891\u7684\u57fa\u7840\u4e0a\uff0c\u901a\u8fc7 AI \u9010\u5e27\u5b8c\u6210\u56fe\u7247\u751f\u6210\u7684\uff0c\u4f46\u770b\u5230\u4e86 AIGC \u53c2\u4e0e\u5230\u89c6\u9891\u521b\u4f5c \u4e2d\u7684\u53ef\u80fd\u3002\u800c\u5728\u8bf8\u591a\u5782\u76f4\u7c7b\u5e94\u7528\u4e2d\uff0c\u5982\u4f53\u80b2\u3001\u8d22\u7ecf\u7b49\uff0c\u5df2\u7ecf\u53ef\u4ee5\u901a\u8fc7\u6587\u5b57\u76f4\u63a5\u751f\u6210 \u76f8\u5e94\u7684\u77ed\u89c6\u9891\uff0c\u5982\u679c\u914d\u4e0a\u865a\u62df\u4eba\u5219\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u64ad\u62a5\u3002\u76f8\u6bd4\u4e8e\u5355\u4e00\u7684\u865a\u62df\u4eba\u8bfb\u7a3f\uff0c \u57fa\u4e8e AIGC \u751f\u4ea7\u7684\u5185\u5bb9\u5728\u955c\u5934\u8f6c\u6362\u3001\u8868\u60c5\u52a8\u4f5c\u7ed3\u5408\u65b9\u9762\u66f4\u52a0\u903c\u771f\u3002<\/p>\n\n\n\n

\u968f\u7740 NLP\uff08Natural Language Processing\uff0c\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff09\u6280\u672f\u548c\u6269\u6563\u6a21\u578b\uff08Diffusion Model\uff09\u7684\u53d1\u5c55\uff0cAI \u521b\u9020\u751f\u6210\u5185\u5bb9\u6210\u4e3a\u4e86\u53ef\u80fd\u3002\u6b64\u524d\uff0c\u5185\u5bb9\u751f\u6210\u4e3b\u8981\u8fd0\u7528 GAN\uff08Generative Adversarial Network\uff0c\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff09\u6765\u5b9e\u73b0\u7684\uff0cGAN \u4e0d\u540c\u4e8e\u6269\u6563\u6a21\u578b\u4f9d\u8d56\u4e8e\u8d85\u5927\u89c4\u6a21 \u8bed\u8a00\u6a21\u578b\uff0c\u56e0\u6b64\u96be\u4ee5\u5b9e\u73b0\u901a\u8fc7\u6587\u5b57\u7684\u63cf\u8ff0\uff0c\u81ea\u4e3b\u7406\u89e3\u5185\u5bb9\u5e76\u521b\u9020\u51fa\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u3002\u8fd1\u5e74 \u6765\uff0c\u968f\u7740\u6269\u6563\u6a21\u578b\u7684\u6210\u719f\uff0c\u751f\u6210\u65b9\u5f0f\u66f4\u63a5\u8fd1\u4e8e\u4eba\u8111\u7684\u8054\u60f3\uff0cAIGC \u5b8c\u6210\u4e86\u5185\u5bb9\u521b\u9020\u8f85\u52a9\u5de5 \u5177\u5230\u5185\u5bb9\u521b\u4f5c\u4e3b\u4f53\u7684\u89d2\u8272\u8f6c\u53d8\u3002<\/p>\n\n\n\n

2. AIGC \u662f\u4ec0\u4e48\uff1f<\/h1>\n\n\n\n

AIGC \u662f\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u6280\u672f\u81ea\u52a8\u751f\u6210\u5185\u5bb9\u7684\u751f\u4ea7\u65b9\u5f0f\u3002\u4ece Web 1.0 \u7684\u5355\u5411\u4fe1\u606f\u4f20\u9012\u7684\u201c\u53ea \u8bfb\u201d\u6a21\u5f0f\u5230 Web 2.0 \u7684\u4eba\u4e0e\u4eba\u901a\u8fc7\u7f51\u7edc\u53cc\u5411\u6c9f\u901a\u4ea4\u6d41\u7684\u201c\u4ea4\u4e92\u201d\u6a21\u5f0f\uff0c\u5185\u5bb9\u7684\u9700\u6c42\u5728\u4e0d \u65ad\u589e\u52a0\u3002\u4e3a\u4e86\u6ee1\u8db3\u8fd9\u4e00\u9700\u6c42\uff0c\u540c\u65f6\u4e5f\u56e0\u4e3a\u4e92\u8054\u7f51\u7684\u53d1\u5c55\uff0c\u5185\u5bb9\u7684\u751f\u6210\u4ece\u5355\u4e00\u7684 PGC \u6f14\u53d8 \u5230\u4e86\u73b0\u5728\u7684 UGC \u5e76\u5360\u636e\u4e86\u4e3b\u8981\u5e02\u573a\u3002Youtube\u3001Instagram\u3001\u6296\u97f3\u3001\u5feb\u624b\u3001B \u7ad9\u4e0a\u6709\u5927\u91cf \u7684\u5185\u5bb9\u6765\u81ea\u4e8e UGC \u521b\u4f5c\u8005\u3002\u5f53\u6211\u4eec\u8fc8\u5165 Web3.0 \u65f6\u4ee3\uff0c\u4eba\u5de5\u667a\u80fd\u3001\u5173\u8054\u6570\u636e\u548c\u8bed\u4e49\u7f51\u7edc \u6784\u5efa\uff0c\u5f62\u6210\u4eba\u4e0e\u673a\u5668\u7f51\u7edc\u7684\u5168\u9762\u94fe\u63a5\uff0c\u5185\u5bb9\u6d88\u8d39\u9700\u6c42\u98de\u901f\u589e\u957f\uff0cUGC\\PGC \u8fd9\u6837\u7684\u5185\u5bb9\u751f \u6210\u65b9\u5f0f\u5c06\u96be\u4ee5\u5339\u914d\u6269\u5f20\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u6211\u4eec\u8ba4\u4e3a\uff0cAIGC \u5c06\u662f Web3 \u65f6\u4ee3\u5168\u65b0\u7684\u5185\u5bb9\u751f\u6210\u5de5\u5177\uff0c\u540c\u6837\uff0c\u5c06\u5bf9\u73b0\u6709\u7684\u77ed\u89c6\u9891\u3001\u6e38\u620f \u53ca\u5e7f\u544a\u884c\u4e1a\u5e26\u6765\u5de8\u5927\u7684\u5f71\u54cd\u3002AIGC \u7684\u751f\u6210\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5b66\u4e60\u77e5\u8bc6\u56fe\u8c31\u3001\u81ea\u52a8\u751f\u6210\uff0c\u5728\u5185 \u5bb9\u7684\u521b\u4f5c\u4e3a\u4eba\u7c7b\u63d0\u4f9b\u534f\u52a9\u6216\u662f\u5b8c\u5168\u7531 AI \u4ea7\u751f\u5185\u5bb9\u3002\u4e0d\u4ec5\u80fd\u5e2e\u52a9\u63d0\u9ad8\u5185\u5bb9\u751f\u6210\u7684\u6548\u7387\uff0c\u8fd8 \u80fd\u63d0\u9ad8\u5185\u5bb9\u7684\u591a\u6837\u6027\u3002<\/p>\n\n\n\n

2.1 AIGC \u53d1\u5c55\u7b80\u53f2<\/strong><\/p>\n\n\n\n

AIGC \u7684\u53d1\u5c55\u53ef\u4ee5\u5927\u81f4\u5206\u4e3a\u4ee5\u4e0b\u4e09\u4e2a\u9636\u6bb5\uff1a \u65e9\u671f\u840c\u82bd\u9636\u6bb5\uff1a20 \u4e16\u7eaa 50 \u5e74\u4ee3\u201490 \u5e74\u4ee3\u4e2d\u671f\uff0c\u53d7\u9650\u4e8e\u79d1\u6280\u6c34\u5e73\uff0cAIGC \u4ec5\u9650\u4e8e\u5c0f \u8303\u56f4\u5b9e\u9a8c\uff1b \u6c89\u79ef\u79ef\u7d2f\u9636\u6bb5\uff1a20 \u4e16\u7eaa 90 \u5e74\u4ee3\u4e2d\u671f\u201421 \u4e16\u7eaa 10 \u5e74\u4ee3\u4e2d\u671f\uff0cAIGC \u4ece\u5b9e\u9a8c\u5411\u5b9e\u7528\u8f6c \u53d8\uff0c\u53d7\u9650\u4e8e\u7b97\u6cd5\uff0c\u65e0\u6cd5\u76f4\u63a5\u8fdb\u884c\u5185\u5bb9\u751f\u6210 \uff1b \u5feb\u901f\u53d1\u5c55\u9636\u6bb5\uff1a21 \u4e16\u7eaa 10 \u5e74\u4ee3\u4e2d\u671f\u2014\u73b0\u5728\uff0c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u4e0d\u65ad\u8fed\u4ee3\uff0cAI \u751f\u6210\u5185\u5bb9 \u79cd\u7c7b\u591a\u6837\u4e30\u5bcc\u4e14\u6548\u679c\u903c\u771f\u3002 \u8fd1\u5e74\u6765\uff0cAIGC \u7684\u53d1\u5c55\u8fc5\u901f\uff0c\u4ece\u539f\u6765\u4f5c\u4e3a\u8fb9\u7f18\u4fa7\u670d\u52a1\u4e8e\u4f01\u4e1a\u3001\u673a\u6784\u7684\u89d2\u8272\u53d8\u4e3a\u4e86\u73b0\u5728 C \u7aef\u96f6\u57fa\u7840\u7528\u6237\u90fd\u53ef\u4ee5\u4f7f\u7528\u7684\u521b\u4f5c\u5de5\u5177\u3002\u5f00\u53d1\u4fa7\u91cd\u70b9\u4e0a\uff0cAIGC \u4e5f\u4ece\u539f\u5148\u7528\u4e8e\u7ffb\u8bd1\u3001\u8bed\u97f3\u5408 \u6210\u4ee5\u53ca\u91cd\u590d\u6027\u5de5\u4f5c\u8f6c\u53d8\u4e3a\u4e86\u66f4\u6ce8\u91cd\u5e94\u7528\u5c42\u9762\uff0c\u7528\u6237\u80fd\u591f\u4fbf\u6377\u64cd\u4f5c\u7684\u65b9\u5411\u3002<\/p>\n\n\n\n

2.2 \u6280\u672f<\/strong><\/p>\n\n\n\n

\u968f\u7740 NLP\uff08Natural Language Processing\uff0c\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff09\u6280\u672f\u548c\u6269\u6563\u6a21\u578b\uff08Diffusion Model\uff09\u7684\u53d1\u5c55\uff0cAI \u4e0d\u518d\u4ec5\u4f5c\u4e3a\u5185\u5bb9\u521b\u9020\u7684\u8f85\u52a9\u5de5\u5177\uff0c\u521b\u9020\u751f\u6210\u5185\u5bb9\u6210\u4e3a\u4e86\u53ef\u80fd\u3002<\/p>\n\n\n\n

\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f NLP<\/strong><\/p>\n\n\n\n

\u81ea\u7136\u8bed\u8a00\u5904\u7406\u662f\u5b9e\u73b0\u4eba\u4e0e\u8ba1\u7b97\u673a\u4e4b\u95f4\u5982\u4f55\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8fdb\u884c\u4ea4\u4e92\u7684\u624b\u6bb5\u3002\u878d\u5408\u4e86\u8bed\u8a00\u5b66\u3001 \u8ba1\u7b97\u673a\u5b66\u3001\u6570\u5b66\uff0c\u4f7f\u5f97\u8ba1\u7b97\u673a\u53ef\u4ee5\u7406\u89e3\u81ea\u7136\u8bed\u8a00\uff0c\u63d0\u53d6\u4fe1\u606f\u5e76\u81ea\u52a8\u7ffb\u8bd1\u3001\u5206\u6790\u548c\u5904\u7406\u3002<\/p>\n\n\n\n

\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u53d1\u5c55\u4e4b\u524d\uff0c\u4eba\u7c7b\u53ea\u80fd\u901a\u8fc7\u4e00\u4e9b\u56fa\u5b9a\u6a21\u5f0f\u7684\u6307\u4ee4\u6765\u4e0e\u8ba1\u7b97\u673a\u8fdb\u884c\u6c9f\u901a\uff0c \u8fd9\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u662f\u4e00\u4e2a\u91cd\u5927\u7684\u7a81\u7834\u3002 \u81ea\u7136\u8bed\u8a00\u5904\u7406\u6700\u65e9\u53ef\u4ee5\u8ffd\u6eaf\u5230 1950 \u5e74\uff0c\u56fe\u7075\u53d1\u8868\u8bba\u6587\u201c\u8ba1\u7b97\u673a\u5668\u4e0e\u667a\u80fd\u201d\uff0c\u63d0\u51fa\u201c\u56fe \u7075\u6d4b\u8bd5\u201d\u7684\u6982\u5ff5\u4f5c\u4e3a\u5224\u65ad\u667a\u80fd\u7684\u6761\u4ef6\u3002\u8fd9\u4e00\u6d4b\u8bd5\u5305\u542b\u4e86\u81ea\u52a8\u8bed\u610f\u7ffb\u8bd1\u548c\u81ea\u7136\u8bed\u8a00\u751f\u6210\u3002<\/p>\n\n\n\n

\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u53ef\u4ee5\u5206\u4e3a\u4e24\u4e2a\u6838\u5fc3\u4efb\u52a1\uff1a<\/strong><\/p>\n\n\n\n

\u81ea\u7136\u8bed\u8a00\u7406\u89e3 NLU\uff1a\u5e0c\u671b\u8ba1\u7b97\u673a\u80fd\u591f\u548c\u4eba\u4e00\u6837\uff0c\u5177\u5907\u6b63\u5e38\u4eba\u7684\u8bed\u8a00\u7406\u89e3\u80fd\u529b\u3002\u8fc7\u53bb\uff0c \u8ba1\u7b97\u673a\u53ea\u80fd\u5904\u7406\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0cNLU \u4f7f\u5f97\u8ba1\u7b97\u673a\u80fd\u591f\u8bc6\u522b\u548c\u63d0\u53d6\u8bed\u8a00\u4e2d\u7684\u610f\u56fe\u6765\u5b9e \u73b0\u5bf9\u4e8e\u81ea\u7136\u8bed\u8a00\u7684\u7406\u89e3\u3002\u7531\u4e8e\u81ea\u7136\u8bed\u8a00\u7684\u591a\u6837\u6027\u3001\u6b67\u4e49\u6027\u3001\u77e5\u8bc6\u4f9d\u8d56\u6027\u548c\u4e0a\u4e0b\u6587\uff0c \u8ba1\u7b97\u673a\u5728\u7406\u89e3\u4e0a\u6709\u5f88\u591a\u96be\u70b9\uff0c\u6240\u4ee5 NLU \u81f3\u4eca\u8fd8\u8fdc\u4e0d\u5982\u4eba\u7c7b\u7684\u8868\u73b0\u3002 \u81ea\u7136\u8bed\u8a00\u7406\u89e3\u8ddf\u6574\u4e2a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5386\u53f2\u7c7b\u4f3c\uff0c\u4e00\u5171\u7ecf\u5386\u4e86 3 \u6b21\u8fed\u4ee3\uff1a\u57fa\u4e8e\u89c4\u5219\u7684 \u65b9\u6cd5\u3001\u57fa\u4e8e\u7edf\u8ba1\u7684\u65b9\u6cd5\u548c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n

\u81ea\u7136\u8bed\u8a00\u751f\u6210 NLG\uff1a\u5c06\u975e\u8bed\u8a00\u683c\u5f0f\u7684\u6570\u636e\u8f6c\u6362\u6210\u4eba\u7c7b\u53ef\u4ee5\u7406\u89e3\u7684\u8bed\u8a00\u683c\u5f0f\uff0c\u5982\u6587\u7ae0\u3001 \u62a5\u544a\u7b49\u3002NLG \u7684\u53d1\u5c55\u7ecf\u5386\u4e86\u4e09\u4e2a\u9636\u6bb5\uff0c\u4ece\u65e9\u671f\u7684\u7b80\u5355\u7684\u6570\u636e\u5408\u5e76\u5230\u6a21\u677f\u9a71\u52a8\u6a21\u5f0f\u518d \u5230\u73b0\u5728\u7684\u9ad8\u7ea7 NLG\uff0c\u4f7f\u5f97\u8ba1\u7b97\u673a\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u7406\u89e3\u610f\u56fe\uff0c\u8003\u8651\u4e0a\u4e0b\u6587\uff0c\u5e76\u5c06\u7ed3\u679c \u5448\u73b0\u5728\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u9605\u8bfb\u548c\u7406\u89e3\u7684\u53d9\u8ff0\u4e2d\u3002\u81ea\u7136\u8bed\u8a00\u751f\u6210\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u516d\u4e2a\u6b65\u9aa4\uff1a \u5185\u5bb9\u786e\u5b9a\u3001\u6587\u672c\u7ed3\u6784\u3001\u53e5\u5b50\u805a\u5408\u3001\u8bed\u6cd5\u5316\u3001\u53c2\u8003\u8868\u8fbe\u5f0f\u751f\u6210\u548c\u8bed\u8a00\u5b9e\u73b0\u3002<\/p>\n\n\n\n

NLP \u4e3b\u8981\u88ab\u5e94\u7528\u5728\u56db\u4e2a\u65b9\u9762\uff1a \u60c5\u611f\u5206\u6790\uff1a\u4e92\u8054\u7f51\u4e0a\u5b58\u5728\u5927\u91cf\u7684\u4fe1\u606f\uff0c\u8868\u8fbe\u7684\u5185\u5bb9\u90fd\u662f\u591a\u79cd\u591a\u6837\u7684\uff0c\u4f46\u6292\u53d1\u7684\u611f\u60c5 \u5927\u81f4\u53ef\u4ee5\u5206\u4e3a\u6b63\u9762\u548c\u8d1f\u9762\u7684\uff0c\u53ef\u4ee5\u88ab\u7528\u6765\u5feb\u901f\u4e86\u89e3\u7528\u6237\u7684\u8206\u60c5\u60c5\u51b5\u3002 \u804a\u5929\u673a\u5668\u4eba\uff1a\u8fd1\u5e74\u6765\uff0c\u667a\u80fd\u5bb6\u5c45\u7684\u53d1\u5c55\u548c\u666e\u53ca\u4f7f\u5f97\u804a\u5929\u673a\u5668\u4eba\u7684\u4ef7\u503c\u6269\u5927\u3002 \u8bed\u97f3\u8bc6\u522b\uff1a\u5fae\u4fe1\u4e2d\u53ef\u4ee5\u901a\u8fc7\u8bed\u97f3\u8fdb\u884c\u8f93\u5165\u6216\u76f4\u63a5\u5c06\u8bed\u97f3\u8f6c\u5316\u4e3a\u6587\u5b57\uff0c\u6c7d\u8f66\u5bfc\u822a\u53ef\u4ee5 \u76f4\u63a5\u8bf4\u76ee\u7684\u5730\uff0c\u5927\u5927\u63d0\u5347\u4e86\u4fbf\u5229\u6027\u3002 \u673a\u5668\u7ffb\u8bd1\uff1a\u673a\u5668\u7ffb\u8bd1\u7684\u51c6\u786e\u7387\u5728\u8fd1\u5e74\u5927\u5e45\u63d0\u9ad8\uff0cyoutube \u548c netflix \u751a\u81f3\u53ef\u4ee5\u505a\u5230\u89c6 \u9891\u673a\u5668\u7ffb\u8bd1\u3002<\/p>\n\n\n\n

\u5546\u4e1a\u4e0a\uff0cNLP \u4e3b\u8981\u88ab\u5e94\u7528\u5728\u4e00\u4e0b\u9886\u57df\uff1a \u7528\u4e8e\u5904\u7406\u8d22\u52a1\u3001\u533b\u7597\u4fdd\u5065\u3001\u96f6\u552e\u3001\u653f\u5e9c\u548c\u5176\u4ed6\u90e8\u95e8\u624b\u5199\u6216\u673a\u5668\u5efa\u7acb\u6863\u6848 \u3002 \u6587\u5b57\u5904\u7406\u5de5\u4f5c\uff0c\u5982\uff1a\u540d\u79f0\u5b9e\u4f53\u8fa8\u8bc6\uff08NER\uff09\u3001\u5206\u7c7b\u3001\u6458\u8981\u548c\u5173\u8054\u64b7\u53d6\u3002\u8fd9\u80fd\u5c06 \u64b7\u53d6\u3001\u8bc6\u522b\u548c\u5206\u6790\u6587\u6863\u8d44\u8baf\u7684\u6d41\u7a0b\u81ea\u52a8\u5316\u3002 \u8bed\u610f\u641c\u5bfb\u548c\u8d44\u8baf\u64b7\u53d6\u548c\u77e5\u8bc6\u56fe\u8868\u5efa\u7acb \u3002 \u8de8\u96f6\u552e\u3001\u8d22\u52a1\u3001\u65c5\u6e38\u548c\u5176\u4ed6\u4ea7\u4e1a\u5ba2\u6237\u7684\u4ea4\u4e92 AI \u7cfb\u7edf\u7b49\u3002<\/p>\n\n\n\n

\u795e\u7ecf\u7f51\u7edc\uff0c\u5c24\u5176\u662f\u5faa\u73af\u795e\u7ecf\u7f51\u7edc(RNN)\u662f\u5f53\u524d NLP \u7684\u4e3b\u8981\u65b9\u6cd5\u7684\u6838\u5fc3\u3002\u5176\u4e2d\uff0c2017 \u5e74\u7531 Google \u5f00\u53d1\u7684 Transformer \u6a21\u578b\u73b0\u5df2\u9010\u6b65\u53d6\u4ee3\u957f\u77ed\u671f\u8bb0\u5fc6\uff08LSTM\uff09\u7b49 RNN \u6a21\u578b\u6210\u4e3a\u4e86 NLP \u95ee\u9898\u7684\u9996\u9009\u6a21\u578b\u3002Transformer \u7684\u5e76\u884c\u5316\u4f18\u52bf\u5141\u8bb8\u5176\u5728\u66f4\u5927\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002\u8fd9 \u4e5f\u4fc3\u6210\u4e86 BERT\u3001GPT \u7b49\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u53d1\u5c55\u3002\u8fd9\u4e9b\u7cfb\u7edf\u4f7f\u7528\u4e86\u7ef4\u57fa\u767e\u79d1\u3001Common Crawl \u7b49\u5927\u578b\u8bed\u6599\u5e93\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u53ef\u4ee5\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u8fdb\u884c\u5fae\u8c03\u3002<\/p>\n\n\n\n

Transformer \u6a21\u578b\u662f\u4e00\u79cd\u91c7\u7528\u81ea\u6ce8\u610f\u529b\u673a\u5236\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u8fd9\u4e00\u673a\u5236\u53ef\u4ee5\u6309\u8f93\u5165\u6570\u636e\u5404 \u90e8\u5206\u91cd\u8981\u6027\u7684\u4e0d\u540c\u800c\u5206\u914d\u4e0d\u540c\u7684\u6743\u91cd\u3002\u9664\u4e86 NLP \u4ee5\u5916\uff0c\u4e5f\u88ab\u7528\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u3002\u4e0e\u5faa \u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u4e00\u6837\uff0cTransformer \u6a21\u578b\u65e8\u5728\u5904\u7406\u81ea\u7136\u8bed\u8a00\u7b49\u987a\u5e8f\u8f93\u5165\u6570\u636e\uff0c\u53ef\u5e94\u7528 \u4e8e\u7ffb\u8bd1\u3001\u6587\u672c\u6458\u8981\u7b49\u4efb\u52a1\u3002\u800c\u4e0e RNN \u4e0d\u540c\u7684\u662f\uff0cTransformer \u6a21\u578b\u80fd\u591f\u4e00\u6b21\u6027\u5904\u7406\u6240\u6709 \u8f93\u5165\u6570\u636e\u3002\u6ce8\u610f\u529b\u673a\u5236\u53ef\u4ee5\u4e3a\u8f93\u5165\u5e8f\u5217\u4e2d\u7684\u4efb\u610f\u4f4d\u7f6e\u63d0\u4f9b\u4e0a\u4e0b\u6587\u3002\u5982\u679c\u8f93\u5165\u6570\u636e\u662f\u81ea\u7136 \u8bed\u8a00\uff0c\u5219 Transformer \u4e0d\u5fc5\u50cf RNN \u4e00\u6837\u4e00\u6b21\u53ea\u5904\u7406\u4e00\u4e2a\u5355\u8bcd\uff0c\u8fd9\u79cd\u67b6\u6784\u5141\u8bb8\u66f4\u591a\u7684\u5e76\u884c \u8ba1\u7b97\uff0c\u5e76\u4ee5\u6b64\u51cf\u5c11\u8bad\u7ec3\u65f6\u95f4\u3002<\/p>\n\n\n\n

AIGC \u751f\u6210\u6a21\u578b<\/strong><\/p>\n\n\n\n

\u8fd1\u5e74\u6765\uff0cAIGC \u7684\u5feb\u901f\u53d1\u5c55\u5f52\u529f\u4e8e\u751f\u6210\u7b97\u6cd5\u9886\u57df\u7684\u6280\u672f\u79ef\u7d2f\uff0c\u5176\u4e2d\u5305\u542b\u4e86\uff1a\u751f\u6210\u5bf9\u6297\u7f51\u7edc \uff08GAN\uff09\u3001\u53d8\u5fae\u5206\u81ea\u52a8\u7f16\u7801\u5668\uff08VAE\uff09\u3001\u6807\u51c6\u5316\u6d41\u6a21\u578b\uff08NFs\uff09\u3001\u81ea\u56de\u5f52\u6a21\u578b\uff08AR\uff09\u3001\u80fd \u91cf\u6a21\u578b\u548c\u6269\u6563\u6a21\u578b\uff08Diffusion Model\uff09\u3002\u53ef\u4ee5\u770b\u5230\uff0c\u5927\u6a21\u578b\u3001\u5927\u6570\u636e\u3001\u5927\u7b97\u529b\u662f\u672a\u6765\u7684 \u53d1\u5c55\u8d8b\u52bf\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u7b97\u6cd5\u6a21\u578b\u7684\u7a81\u7834\u662f\u8fd1\u5e74\u6765 AIGC \u5f97\u4ee5\u5feb\u901f\u7a81\u7834\u7684\u50ac\u5316\u5242\uff0c\u4e0b\u9762\u5c06 \u5c55\u5f00\u4ecb\u7ecd\u4e00\u4e0b\u4e24\u4e2a\u975e\u5e38\u5e38\u7528\u7684\u6a21\u578b\uff0c\u5206\u522b\u662f\u751f\u6210\u5bf9\u6297\u7f51\u7edc\u548c\u6269\u6563\u6a21\u578b\u3002<\/p>\n\n\n\n

\u751f\u6210\u5bf9\u6297\u7f51\u7edc GAN\uff08Generative Adversarial Networks\uff09<\/strong><\/p>\n\n\n\n

2014 \u5e74\uff0cIan J.Goodfellow \u63d0\u51fa\u4e86 GAN\uff0c\u662f\u4e00\u79cd\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u7531\u4e00\u4e2a\u751f\u6210\u7f51 \u7edc\u548c\u4e00\u4e2a\u5224\u522b\u7f51\u7edc\u7ec4\u6210\u3002\u751f\u6210\u7f51\u7edc\u4ea7\u751f\u201c\u5047\u201d\u6570\u636e\uff0c\u5e76\u8bd5\u56fe\u6b3a\u9a97\u5224\u522b\u7f51\u7edc\uff1b\u5224\u522b\u7f51 \u7edc\u5bf9\u751f\u6210\u6570\u636e\u8fdb\u884c\u771f\u4f2a\u9274\u522b\uff0c\u8bd5\u56fe\u6b63\u786e\u8bc6\u522b\u6240\u6709\u201c\u5047\u201d\u6570\u636e\u3002\u5728\u8bad\u7ec3\u8fed\u4ee3\u7684\u8fc7\u7a0b\u4e2d\uff0c \u4e24\u4e2a\u7f51\u7edc\u6301\u7eed\u5730\u8fdb\u5316\u548c\u5bf9\u6297\uff0c\u76f4\u5230\u8fbe\u5230\u5e73\u8861\u72b6\u6001\uff0c\u5224\u522b\u7f51\u7edc\u65e0\u6cd5\u518d\u8bc6\u522b\u201c\u5047\u201d\u6570\u636e\uff0c \u8bad\u7ec3\u7ed3\u675f\u3002<\/p>\n\n\n\n

GAN \u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5e7f\u544a\u3001\u6e38\u620f\u3001\u5a31\u4e50\u3001\u5a92\u4f53\u3001\u5236\u836f\u7b49\u884c\u4e1a\uff0c\u53ef\u4ee5\u7528\u6765\u521b\u9020\u865a\u6784\u7684\u4eba \u7269\u3001\u573a\u666f\uff0c\u6a21\u62df\u4eba\u8138\u8001\u5316\uff0c\u56fe\u50cf\u98ce\u683c\u53d8\u6362\uff0c\u4ee5\u53ca\u4ea7\u751f\u5316\u5b66\u5206\u5b50\u5f0f\u7b49\u7b49\u3002<\/p>\n\n\n\n

\u5176\u4f18\u70b9\u5728\u4e8e\uff1a \u80fd\u66f4\u597d\u5efa\u6a21\u6570\u636e\u5206\u5e03\u3002 \u65e0\u9700\u5229\u7528\u9a6c\u5c14\u79d1\u592b\u94fe\u53cd\u590d\u91c7\u6837\uff0c\u65e0\u9700\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u63a8\u65ad\uff0c\u6ca1\u6709\u590d\u6742\u7684\u53d8\u5206 \u4e0b\u754c\uff0c\u907f\u5f00\u8fd1\u4f3c\u8ba1\u7b97\u68d8\u624b\u7684\u6982\u7387\u7684\u96be\u9898 \u7f3a\u70b9\uff1a \u96be\u8bad\u7ec3\uff0c\u4e0d\u7a33\u5b9a\u3002\u751f\u6210\u5668\u548c\u5224\u522b\u5668\u4e4b\u95f4\u9700\u8981\u5f88\u597d\u7684\u540c\u6b65\uff0c\u4f46\u662f\u5728\u5b9e\u9645\u8bad\u7ec3\u4e2d\u5f88 \u5bb9\u6613\u5224\u522b\u5668\u6536\u655b\uff0c\u751f\u6210\u5668\u53d1\u6563\u3002\u4e24\u8005\u7684\u8bad\u7ec3\u9700\u8981\u7cbe\u5fc3\u7684\u8bbe\u8ba1\u3002\u6a21\u5f0f\u7f3a\u5931\uff08Mode Collapse\uff09\u95ee\u9898\u3002GANs \u7684\u5b66\u4e60\u8fc7\u7a0b\u53ef\u80fd\u51fa\u73b0\u6a21\u5f0f\u7f3a\u5931\uff0c\u751f\u6210 \u5668\u5f00\u59cb\u9000\u5316\uff0c\u603b\u662f\u751f\u6210\u540c\u6837\u7684\u6837\u672c\u70b9\uff0c\u65e0\u6cd5\u7ee7\u7eed\u5b66\u4e60\u3002<\/p>\n\n\n\n

\u6269\u6563\u6a21\u578b Diffusion Model<\/strong><\/p>\n\n\n\n

\u6269\u6563\u6a21\u578b\u662f\u4e00\u79cd\u65b0\u578b\u7684\u751f\u6210\u6a21\u578b\uff0c\u53ef\u751f\u6210\u5404\u79cd\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002\u5728 OpenAI\uff0cNvidia \u548c Google \u8bbe\u6cd5\u8bad\u7ec3\u5927\u6a21\u578b\u4e4b\u540e\uff0c\u5b83\u4eec\u5df2\u7ecf\u5f15\u8d77\u4e86\u5f88\u591a\u5173\u6ce8\u3002\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u793a\u4f8b\u67b6 \u6784\u5305\u62ec GLIDE\uff0cDALLE-2\uff0cImagen \u548c\u5b8c\u5168\u5f00\u6e90\u7684\u7a33\u5b9a\u6269\u6563\u3002\u6269\u6563\u6a21\u578b\u5df2\u7ecf\u62e5\u6709\u4e86\u6210 \u4e3a\u4e0b\u4e00\u4ee3\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u4ee3\u8868\u7684\u6f5c\u529b\u3002\u4ee5 DALL-E \u4e3a\u4f8b\uff0c\u80fd\u591f\u76f4\u63a5\u901a\u8fc7\u6587\u672c\u63cf\u8ff0\u751f \u6210\u56fe\u50cf\uff0c\u8ba9\u8ba1\u7b97\u673a\u4e5f\u62e5\u6709\u4e86\u4eba\u7684\u521b\u9020\u529b\u3002<\/p>\n\n\n\n

\u6269\u6563\u6a21\u578b\u7684\u751f\u6210\u903b\u8f91\u76f8\u6bd4\u5176\u4ed6\u7684\u6a21\u578b\u66f4\u63a5\u8fd1\u4eba\u7684\u601d\u7ef4\u6a21\u5f0f\uff0c\u4e5f\u662f\u4e3a\u4ec0\u4e48\u8fd1\u671f AIGC \u62e5\u6709\u4e86\u5f00\u653e\u6027\u7684\u521b\u9020\u529b\u3002\u672c\u8d28\u4e0a\uff0c\u6269\u6563\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u662f\u901a\u8fc7\u8fde\u7eed\u6dfb\u52a0\u9ad8\u65af\u566a\u58f0\u6765 \u7834\u574f\u8bad\u7ec3\u6570\u636e\uff0c\u7136\u540e\u901a\u8fc7\u53cd\u8f6c\u8fd9\u4e2a\u566a\u58f0\u8fc7\u7a0b\u6765\u5b66\u4e60\u6062\u590d\u6570\u636e\u3002\u8bad\u7ec3\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u901a \u8fc7\u7b80\u5355\u5730\u5c06\u968f\u673a\u91c7\u6837\u7684\u566a\u58f0\u4f20\u9012\u7ed9\u5b66\u4e60\u7684\u53bb\u566a\u8fc7\u7a0b\u6765\u751f\u6210\u6570\u636e\u3002<\/p>\n\n\n\n

\u76f8\u6bd4\u4e8e\u5176\u4ed6\u6a21\u578b\uff0c\u6269\u6563\u6a21\u578b\u7684\u4f18\u52bf\u5728\u4e8e\u751f\u6210\u7684\u56fe\u50cf\u8d28\u91cf\u66f4\u9ad8\uff0c\u4e14\u65e0\u9700\u901a\u8fc7\u5bf9\u6297\u6027\u8bad \u7ec3\uff0c\u8fd9\u4f7f\u5f97\u5176\u8bad\u7ec3\u7684\u6548\u7387\u6709\u6240\u63d0\u5347\u3002\u540c\u65f6\uff0c\u6269\u6563\u6a21\u578b\u8fd8\u5177\u6709\u53ef\u6269\u5c55\u6027\u548c\u5e76\u884c\u6027\u3002<\/p>\n\n\n\n

\u9ad8\u65af\u566a\u58f0\u662f\u4e00\u79cd\u6982\u7387\u5bc6\u5ea6\u51fd\u6570\u7b26\u5408\u6b63\u6001\u5206\u5e03\u7684\u51fd\u6570\uff0c\u5f53 AIGC \u8fd0\u7528\u6269\u6563\u6a21\u578b\u6765\u751f\u6210\u5185\u5bb9 \u7684\u65f6\u5019\uff0c\u662f\u901a\u8fc7\u5728\u4e00\u526f\u7eaf\u767d\u7684\u753b\u5e03\uff08\u968f\u673a\u767d\u566a\u58f0\uff09\u4e0a\u9010\u6b65\u53bb\u566a\u6765\u751f\u6210\u6700\u7ec8\u7684\u76ee\u6807\u753b\u4f5c\u3002 \u5373\u7528\u6237\u7ed9\u51fa\u7684\u6587\u672c\u63cf\u8ff0\u5f62\u5bb9\u8bcd\uff0c\u6765\u4ece\u4e00\u4e2a\u6a21\u7cca\u7684\u6982\u5ff5\u9010\u6b65\u5177\u8c61\u3002\u6211\u4eec\u53ef\u4ee5\u7b80\u5316\u4e3a\u591a\u4e2a\u6b63 \u6001\u5206\u5e03\u51fd\u6570\u7684\u53e0\u52a0\uff0c\u6a21\u578b\u9009\u62e9\u5176\u4e2d\u91cd\u53e0\u7684\u533a\u95f4\u8f93\u51fa\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e2a\u9010\u6b65\u7f29\u5c0f\u8303\u56f4\u7684\u8fc7\u7a0b\u3002 \u8fd9\u4e0e\u4eba\u7c7b\u7684\u601d\u7ef4\u6a21\u5f0f\u5f88\u7c7b\u4f3c\u3002 \u7b80\u8a00\u4e4b\uff0c\u5728 AI \u8bad\u7ec3\u9636\u6bb5\uff0c\u6211\u4eec\u5c06\u6570\u636e\u96c6\u4e2d\u4e0a\u4ebf\u7ec4\u56fe\u6587\u5bf9\u8fdb\u884c\u8bad\u7ec3\uff0c\u63d0\u53d6\u7279\u5f81\u503c\uff1b\u751f\u4ea7\u8fc7 \u7a0b\u4e2d\uff0c\u901a\u8fc7\u6dfb\u52a0\u6587\u5b57\u63cf\u8ff0\uff0c\u5f15\u5165\u4e0d\u540c\u7684\u7279\u5f81\u503c\u8fdb\u884c\u53bb\u566a\uff0c\u4ece\u800c\u751f\u4ea7\u4e00\u526f AI \u7406\u89e3\u4e0b\u7684\u5185\u5bb9 \u4f5c\u54c1\u3002\u4f8b\u5982\uff0c\u5728\u5f53\u6211\u4eec\u5728\u8111\u6d77\u4e2d\u60f3\u8c61\u4e00\u4e2a\u753b\u9762\u7684\u65f6\u5019\uff0c\u6bd4\u5982\uff1a\u4e00\u53ea\u67ef\u57fa\u901a\u8fc7\u4e00\u4e2a\u5c0f\u53f7\u73a9 \u706b\u7130\u3002\u6211\u4eec\u7684\u601d\u7ef4\u6a21\u5f0f\u4e5f\u662f\u5148\u6709\u4e00\u53ea\u67ef\u57fa\uff0c\u518d\u53bb\u60f3\u8c61\u5c0f\u53f7\u548c\u706b\u7130\uff0c\u6700\u540e\u5c06\u8fd9\u4e9b\u5143\u7d20\u53e0\u52a0\u5728\u67ef\u57fa\u8eab\u4e0a\u3002<\/p>\n\n\n\n

\u7b80\u8ff0\u5b8c\u539f\u7406\u4ee5\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u76ee\u524d\u975e\u5e38\u5148\u8fdb\u7684 AI \u56fe\u50cf\u751f\u6210\u5e94\u7528 DALL-E2 \u6765\u4e3e\u4f8b\u9610\u8ff0 \u5177\u4f53\u7684\u5de5\u4f5c\u8fc7\u7a0b\uff1a \u5c06\u6587\u672c\u63d0\u793a\u8f93\u5165\u5230\u4e00\u4e2a\u7ecf\u8fc7\u8bad\u7ec3\u80fd\u591f\u5c06\u63d0\u793a\u6620\u5c04\u5230\u8868\u793a\u7a7a\u95f4\u7684\u6587\u672c\u7f16\u7801\u5668\u4e2d\uff1b \u901a\u8fc7\u4e00\u4e2a\u88ab\u79f0\u4e3a\u201c\u5148\u9a8c\u201d\uff08Prior\uff09\u7684\u6a21\u578b\uff0c\u5c06\u6587\u672c\u7f16\u7801\u6620\u5c04\u5230\u56fe\u50cf\u7f16\u7801\u5668\u4e2d\u3002\u8fd9\u4e00 \u56fe\u50cf\u7f16\u7801\u5668\u4f1a\u6355\u83b7\u6587\u672c\u7f16\u7801\u5305\u542b\u7684\u4fe1\u606f\u548c\u8bed\u4e49\uff1b \u56fe\u50cf\u7f16\u7801\u5668\u968f\u673a\u751f\u6210\u4e00\u4e2a\u56fe\u50cf\uff0c\u8fd9\u4e00\u56fe\u50cf\u662f\u8be5\u8bed\u4e49\u4fe1\u606f\u7684\u89c6\u89c9\u8868\u73b0\u3002 \u8fd9\u4e00\u4e2a\u8fc7\u7a0b\u548c\u4eba\u7c7b\u7684\u601d\u7ef4\u6a21\u5f0f\u76f8\u4f3c\u3002\u5728\u751f\u6210\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6d89\u53ca\u5230\u4e86\u6587\u672c\u7f16\u7801\u5668\u8fd9\u4e00\u6982\u5ff5\uff0c \u76ee\u524d\u4e3b\u6d41\u7684\u6587\u672c\u7f16\u7801\u5668\u662f\u6765\u81ea\u4e8e OpenAI \u7684 Clip \u6a21\u578b\uff0c\u5176\u901a\u8fc7 4 \u4ebf\u7ec4\u6587\u5b57-\u56fe\u7247\u5bf9\u8fdb\u884c\u8bad \u7ec3\u3002\u5f53\u7136\uff0c\u5176\u4e2d\u7684\u6a21\u578b\u8bad\u7ec3\u90fd\u662f\u57fa\u4e8e\u82f1\u6587\u5b9e\u73b0\uff0c\u8bed\u8a00\u7684\u533a\u522b\u53c8\u4f1a\u7ed9 AIGC \u5e26\u6765\u53e6\u4e00\u91cd\u6311 \u6218\u3002<\/p>\n\n\n\n

\u9664\u4e86\u4e0a\u8ff0\u63d0\u5230\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u548c AIGC \u751f\u6210\u7b97\u6cd5\u6a21\u578b\u4ee5\u5916\uff0c\u8d85\u7ea7\u8ba1\u7b97\u673a\u548c\u7b97\u529b\u8fd9\u4e9b \u786c\u4ef6\u4f5c\u4e3a\u57fa\u7840\u8bbe\u65bd\u4e5f\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002\u5728\u673a\u5668\u5b66\u4e60\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u901a\u8fc7\u5927\u91cf\u7684\u8bad\u7ec3\u6765\u5b9e\u73b0 \u66f4\u51c6\u786e\u7684\u7ed3\u679c\uff0c\u8fd9\u6837\u7684\u8ba1\u7b97\u91cf\u666e\u901a\u7684\u7535\u8111\u662f\u65e0\u6cd5\u5b8c\u6210\u7684\uff0c\u76ee\u524d\u4e3b\u8981\u7531\u82f1\u4f1f\u8fbe A100 \u6784\u5efa \u7684\u8ba1\u7b97\u96c6\u7fa4\u5b8c\u6210\uff0c\u800c\u56fd\u5185\u5916\u7684\u521d\u521b\u4f01\u4e1a\u4e5f\u4f1a\u901a\u8fc7\u4e91\u5b9e\u73b0\u3002<\/p>\n\n\n\n

2.3 \u5f53\u6211\u4eec\u5f00\u59cb\u7528 AIGC\u2014\u2014\u5546\u4e1a\u6a21\u5f0f\u7684\u63a2\u7d22<\/strong><\/p>\n\n\n\n

AIGC \u5df2\u88ab\u5e7f\u6cdb\u5e94\u7528\u5728\u6587\u5b57\u3001\u56fe\u50cf\u3001\u97f3\u9891\u3001\u6e38\u620f\u548c\u4ee3\u7801\u7684\u751f\u6210\u5f53\u4e2d\uff0c\u4e00\u4e9b\u8f83\u65e9\u521b\u7acb\u7684\u4f01\u4e1a \u5df2\u7ecf\u5b9e\u73b0\u4e86\u8f83\u597d\u7684\u5546\u4e1a\u5316\u3002\u5c24\u5176\u5728\u4e00\u4e9b\u5177\u5907\u9ad8\u91cd\u590d\u6027\u7684\u4efb\u52a1\u3001\u5bf9\u4e8e\u7cbe\u5ea6\u8981\u6c42\u5e76\u4e0d\u90a3\u4e48\u9ad8 \u7684\u9886\u57df\u5e94\u7528\u8f83\u4e3a\u6210\u719f\u3002\u968f\u7740 AIGC \u6280\u672f\u7684\u53d1\u5c55\uff0c\u5176\u9002\u7528\u9762\u5c06\u4f1a\u9010\u6e10\u6269\u5927\u3002\u8fd9\u7c7b AIGC \u670d\u52a1 \u7684\u63d0\u4f9b\u5546\u5927\u591a\u6570\u65f6\u5019\u4f1a\u4ee5\u63d0\u4f9b SaaS \u670d\u52a1\u7684\u5f62\u5f0f\u53d8\u73b0\u3002<\/p>\n\n\n\n

\u6587\u5b57\u521b\u4f5c<\/strong><\/p>\n\n\n\n

AIGC \u751f\u6210\u6587\u5b57\u76ee\u524d\u4e3b\u8981\u88ab\u5e94\u7528\u4e8e\u65b0\u95fb\u7684\u64b0\u5199\u3001\u7ed9\u5b9a\u683c\u5f0f\u7684\u64b0\u5199\u4ee5\u53ca\u98ce\u683c\u6539\u5199\u3002\u5176\u4e2d\uff0c \u6709\u4e00\u5bb6\u6210\u7acb\u8fd8\u4e0d\u6ee1\u4e24\u5e74\u7684\u72ec\u89d2\u517d\u4f01\u4e1a Jasper \u5728\u6700\u65b0\u4e00\u8f6e\u7684\u878d\u8d44\u91cc\u83b7\u5f97\u4e86 1.25 \u4ebf\u7f8e \u5143\u8d44\u91d1\uff0c\u76ee\u524d\u4f30\u503c\u4e3a 15 \u4ebf\u7f8e\u5143\u3002Jasper \u6210\u7acb\u4e8e 2021 \u5e74\uff0c\u662f\u4e00\u4e2a AI \u5185\u5bb9\u5e73\u53f0\uff0c\u5141 \u8bb8\u4e2a\u4eba\u548c\u56e2\u961f\u5229\u7528 AI \u6765\u521b\u4f5c\u5185\u5bb9\uff0c\u591a\u7528\u4e8e\u5546\u4e1a\u3002\u7528\u6237\u53ef\u4ee5\u5728\u501f\u52a9 Jasper \u751f\u6210\u5177\u6709 \u4e30\u5bcc\u5173\u952e\u8bcd\u3001\u641c\u7d22\u5f15\u64ce\u4f18\u5316\u7684\u539f\u521b\u535a\u5ba2\uff0c\u53ef\u4ee5\u901a\u8fc7\u6587\u5b57\u63cf\u8ff0\u8ba9 Jasper \u5e2e\u52a9\u5b8c\u6210\u6587\u7ae0 \u7684\u521b\u4f5c\u3001\u521b\u5efa\u5e7f\u544a\u8bdd\u672f\u3002\u901a\u8fc7 Jasper \u7528\u6237\u53ef\u4ee5\u5bfb\u627e\u521b\u4f5c\u601d\u8def\u3001\u9ad8\u6548\u5b8c\u6210\u6587\u6848\u3001\u7a81\u7834 \u8bed\u8a00\u58c1\u5792\uff0c\u800c\u4e0d\u4f1a\u5b58\u5728\u6284\u88ad\u7684\u5acc\u7591\u3002\u76ee\u524d\uff0cJasper \u62e5\u6709 7 \u4e07\u591a\u540d\u5ba2\u6237\uff0c\u5305\u62ec Airbnb\u3001 Ibm \u7b49\u4f01\u4e1a\u3002\u4ec5 2021 \u5e74\u4e00\u5e74\u4fbf\u521b\u9020\u4e86 4000 \u4e07\u7f8e\u5143\u7684\u6536\u5165\uff0c\u4eca\u5e74\u9884\u4f30\u6536\u5165\u4e3a 9000 \u4e07\u7f8e\u5143\u3002<\/p>\n\n\n\n

\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8f93\u5165\u4e00\u6bb5\u5bf9\u4e8e\u76ee\u6807\u6587\u7ae0\u7684\u63cf\u8ff0\u6216\u8005\u8981\u6c42\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u6293\u53d6\u6570\u636e\uff0c\u6839\u636e\u6211\u4eec \u63cf\u8ff0\u7684\u6307\u4ee4\u8fdb\u884c\u521b\u4f5c\u3002\u4f5c\u8005\u672c\u4eba\u8fdb\u884c\u5982\u4e0b\u5b9e\u9a8c\uff0c\u8f93\u5165\u7684\u63cf\u8ff0\u4e3a\u3010\u5199\u4e00\u7bc7\u5173\u4e8e AIGC \u7684\u6587 \u7ae0\uff0c\u5176\u4e2d\u8981\u5305\u542b AIGC \u7684\u5b9a\u4e49\u3001\u53d1\u5c55\u53f2\u3001\u5e94\u7528\u3001\u73b0\u9636\u6bb5\u53d1\u5c55\u60c5\u51b5\u548c\u5bf9\u4e8e\u672a\u6765\u53d1\u5c55\u8d8b\u52bf\u7684 \u770b\u6cd5\uff0c\u540c\u65f6\uff0c\u8981\u5305\u542b\u7ec6\u8282\u548c\u4e3e\u4f8b\u3011\u3002\u540c\u65f6\uff0c\u5728\u98ce\u683c\u4e0a\u6211\u9009\u62e9\u4e86\u201c\u4e13\u4e1a\u6027\u201d\u3002Jasper \u5f88\u5feb \u5c31\u751f\u6210\u4e86\u4e00\u7bc7 AIGC \u64b0\u5199\u7684 AIGC \u6587\u7ae0\uff08\u5982\u4e0b\u56fe\u6240\u793a\uff09\uff0c\u53ef\u4ee5\u770b\u5230\u8fd9\u7bc7\u6587\u7ae0\u8bed\u4e49\u901a\u987a\uff0c\u6309 \u7167\u6211\u4eec\u7ed9\u51fa\u7684\u63cf\u8ff0\u9010\u6bb5\u9610\u8ff0\uff0c\u5e76\u4e14\u5305\u542b\u4e86\u4e00\u4e9b\u4e3e\u4f8b\uff0c\u8fd9\u4e2a\u751f\u6210\u6548\u679c\u65e0\u7591\u4f1a\u5927\u5e45\u5ea6\u63d0\u5347\u4eba \u7c7b\u7684\u5199\u4f5c\u6548\u7387\u3002 \u5e76\u4e14\uff0c\u5728 Jasper \u7684\u7f51\u9875\u7248 APP \u4e0a\uff0c\u8fd8\u7ed9\u51fa\u4e86\u6570\u767e\u79cd\u6a21\u677f\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u66f4\u597d\u7684\u5b8c\u6210\u4f5c\u54c1\u3002<\/p>\n\n\n\n

\u56fe\u50cf\u521b\u4f5c<\/strong><\/p>\n\n\n\n

MidJourney \u964d\u4f4e\u4e86\u827a\u672f\u7ed8\u753b\u521b\u4f5c\u7684\u95e8\u69db\uff0c\u7528\u6237\u53ea\u9700\u8981\u901a\u8fc7\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\uff0c\u8ba1\u7b97\u673a\u5c06 \u4f1a\u81ea\u52a8\u751f\u6210\u4e00\u5f20\u4f5c\u54c1\u3002\u5176\u80cc\u540e\u7684\u903b\u8f91\u5728\u4e8e\u8ba1\u7b97\u673a\u901a\u8fc7 NLP \u8bc6\u522b\u8bed\u610f\u5e76\u7ffb\u8bd1\u6210\u8ba1\u7b97\u673a \u8bed\u8a00\uff0c\u7ed3\u5408\u540e\u53f0\u7684\u6570\u636e\u96c6\uff08\u8fd9\u4e9b\u6570\u636e\u96c6\u4e3b\u8981\u901a\u8fc7\u81ea\u6709\u7d20\u6750\u6216\u673a\u5668\u4eba\u722c\u53d6\u516c\u5f00\u7248\u6743\u7684 \u5185\u5bb9\u83b7\u5f97\uff09\uff0c\u521b\u4f5c\u51fa\u4e00\u526f\u5168\u65b0\u7684\u4f5c\u54c1\u3002\u8fd9\u6837\u4ea7\u751f\u7684\u4f5c\u54c1\u539f\u5219\u4e0a\u5c5e\u4e8e AI \u521b\u4f5c\uff0c\u56e0\u6b64\uff0c \u5728\u65b0\u95fb\u5a92\u4f53\u7b49\u5e73\u53f0\u88ab\u5e7f\u6cdb\u4f7f\u7528\uff0c\u4e0d\u4ec5\u51cf\u5c11\u4e86\u6210\u672c\uff0c\u540c\u65f6\u907f\u514d\u4e86\u6f5c\u5728\u7684\u7248\u6743\u7ea0\u7eb7\u98ce\u9669\u3002 \u9664\u6b64\u4ee5\u5916\uff0c\u5728\u6296\u97f3\u3001\u5fae\u4fe1\u7b49\u793e\u4ea4\u5e73\u53f0\u4e0a\uff0c\u5df2\u7ecf\u6709\u4e00\u4e9b\u6570\u636e\u96c6\u56fe\u5e93\u535a\u4e3b\u901a\u8fc7 AIGC \u521b \u9020\u7d20\u6750\u5e76\u7ed3\u5408\u81ea\u5df1\u7684\u79c1\u57df\u6d41\u91cf\u8fdb\u884c\u5546\u4e1a\u53d8\u73b0\u3002<\/p>\n\n\n\n

\u8fd1\u671f\uff0cOpenAI \u5df2\u7ecf\u4e0e\u5168\u7403\u6700\u5927\u7684\u7248\u6743\u56fe\u7247\u4f9b\u5e94\u5546\u4e4b\u4e00\u7684 Shutterstock \u8fbe\u6210\u6df1\u5ea6\u5408 \u4f5c\uff0cShutterstock \u5c06\u5f00\u59cb\u51fa\u552e\u5229\u7528 OpenAI \u7684 DALL-E \u751f\u6210\u7684\u56fe\u7247\uff0c\u5e76\u7981\u6b62\u9500\u552e\u975e DALL-E \u751f\u6210\u7684\u56fe\u7247\uff0c\u5b8c\u6210\u6df1\u5ea6\u72ec\u5bb6\u7ed1\u5b9a\u3002 AIGC \u9664\u4e86\u5927\u5bb6\u719f\u77e5\u7684\u751f\u6210\u7ed8\u753b\u4ee5\u5916\uff0c\u8fd8\u53ef\u4ee5\u5229\u7528\u8fd9\u4e00\u529f\u80fd\u5b8c\u6210\u6587\u5b57\u548c\u56fe\u7247\u7684\u4e92\u76f8\u8f6c \u6362\uff0c\u8fd9\u5728\u5199\u4e13\u5229\u65f6\u53ef\u4ee5\u88ab\u7528\u5230\u3002<\/p>\n\n\n\n

\u89c6\u9891\u521b\u4f5c<\/strong><\/p>\n\n\n\n

\u9664\u4e86\u7ed8\u753b\u4ee5\u5916\uff0cAIGC \u4e5f\u80fd\u591f\u88ab\u8fd0\u7528\u5728\u89c6\u9891\u521b\u4f5c\u4e2d\u3002Google \u63a8\u51fa\u4e86 AI \u89c6\u9891\u751f\u6210\u6a21\u578b Phenaki \u80fd\u591f\u6839\u636e\u6587\u672c\u5185\u5bb9\u751f\u6210\u53ef\u53d8\u65f6\u957f\u89c6\u9891\u7684\u6280\u672f\uff0c\u5728\u516c\u5e03\u7684 DEMO \u4e2d\uff0cPhenaki \u57fa\u4e8e\u51e0\u767e\u4e2a\u5355\u8bcd\u7ec4\u6210\u4e00\u6bb5\u524d\u540e\u903b\u8f91\u8fde\u8d2f\u7684\u89c6\u9891\u53ea\u9700\u4e24\u5206\u949f\u3002\u76f8\u6bd4\u539f\u6709\u7684 Imagen \u57fa\u7840\u4e0a\u884d\u751f\u7684 Imagen Video \u7784\u51c6\u77ed\u89c6\u9891\uff0cPhenaki \u7784\u51c6\u7684\u662f\u957f\u89c6\u9891\u3002AIGC \u89c6\u9891\u4e2d\u7684 \u8fd0\u7528\uff0c\u8ba9\u6211\u4eec\u770b\u5230\u4e86\u672a\u6765\u865a\u62df\u4eba\u4e5f\u80fd\u591f\u4f5c\u4e3a\u6f14\u5458\u5728\u5f71\u89c6\u5267\u4e2d\u626e\u6f14\u4e0d\u540c\u7684\u89d2\u8272\u4ee5\u63d0\u9ad8 \u5185\u5bb9\u4ea7\u51fa\u7684\u6548\u7387\u548c\u591a\u6837\u6027\u3002<\/p>\n\n\n\n

\u97f3\u9891\u526a\u8f91<\/strong><\/p>\n\n\n\n

AIGC \u751f\u6210\u97f3\u9891\u65e9\u88ab\u5e94\u7528\u4e8e\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u5f53\u4e2d\u3002\u6211\u4eec\u5e38\u7528\u7684\u624b\u673a\u5bfc\u822a\uff0c\u53ef\u4ee5\u5207\u6362\u4e0d \u540c\u660e\u661f\u751a\u81f3\u4e8e\u5361\u901a\u4eba\u7269\u7684\u8bed\u97f3\u63d0\u793a\u3002\u8fd9\u662f\u901a\u8fc7\u63d0\u524d\u8bf7\u660e\u661f\u6216\u5361\u901a\u4eba\u7269\u7684\u914d\u97f3\u6717\u8bfb\u5b8c \u6210\u4e00\u4e2a\u8bed\u97f3\u5e93\uff0c\u518d\u901a\u8fc7\u53cd\u590d\u7684\u8bad\u7ec3\u5b66\u4e60\u4f7f\u5f97\u53ef\u4ee5\u7528\u6307\u5b9a\u7684\u58f0\u97f3\u8bf4\u51fa\u4efb\u4f55\u8bdd\u3002\u6211\u4eec\u81ea \u5df1\u4e5f\u53ef\u4ee5\u901a\u8fc7\u9ad8\u5fb7\u5730\u56fe\u5f55\u5236\u81ea\u5df1\u7684\u8bed\u97f3\u5bfc\u822a\u5305\u3002\u800c\u66f4\u6df1\u5c42\u6b21\u7684\u5e94\u7528\u5c06\u4f1a\u662f\u865a\u62df\u4eba\u9886 \u57df\uff0cAIGC \u4e0d\u4ec5\u53ef\u4ee5\u751f\u6210\u865a\u62df\u4eba\u7684\u58f0\u97f3\uff0c\u5e76\u53ef\u4ee5\u521b\u9020\u51fa\u8bf4\u7684\u5185\u5bb9\u3002\u865a\u62df\u4eba\u5728\u672a\u6765\u6709\u671b \u548c\u6211\u4eec\u4e00\u6837\u8868\u8fbe\u81ea\u5df1\u7684\u60f3\u6cd5\uff0c\u7075\u9b42\u9010\u6b65\u663e\u73b0\u3002<\/p>\n\n\n\n

\u6e38\u620f\u5f00\u53d1<\/strong><\/p>\n\n\n\n

AIGC \u5728\u6e38\u620f\u5f53\u4e2d\u7684\u5e94\u7528\u53ef\u4ee5\u5206\u4e3a\u4e24\u65b9\u9762\uff0c\u4e00\u65b9\u9762\u662f\u7528\u4e8e\u573a\u666f\u548c\u6545\u4e8b\u7684\u642d\u5efa\u3002\u5f00\u653e\u4e16 \u754c\u6e38\u620f\u8d8a\u6765\u8d8a\u53d7\u6b22\u8fce\uff0c\u901a\u8fc7 AIGC \u6765\u521b\u5efa\u573a\u666f\u548c NPC \u90fd\u5c06\u4f1a\u5927\u5e45\u5ea6\u63d0\u5347\u6548\u7387\u548c\u964d\u4f4e \u6210\u672c\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u73a9\u5bb6\u53ef\u4ee5\u901a\u8fc7 AIGC \u7684\u5e73\u53f0\u5de5\u5177\u6765\u521b\u5efa\u81ea\u5df1\u7684\u865a\u62df\u4eba\uff0c\u53ef\u4ee5\u7528\u4e8e \u6e38\u620f\u4e2d\u7684\u6253\u91d1\u7b49\u6d3b\u52a8\u3002\u6709\u4e00\u5bb6\u53eb\u505a Delysium \u7684\u6e38\u620f\u5df2\u7ecf\u5f00\u59cb\u5f15\u5165\u8fd9\u4e00\u529f\u80fd\u3002\u6216\u8bb8\u5728 \u672a\u6765\u7684\u5f00\u653e\u4e16\u754c\u6e38\u620f\u4e2d\uff0c\u4e0d\u540c\u7684\u73a9\u5bb6\u5c06\u5bf9\u5e94\u4e0d\u540c\u7684\u6e38\u620f\u5267\u60c5\u548c\u526f\u672c\uff0c\u8fd9\u65e0\u7591\u5c06\u662f\u4ee4 \u4eba\u5174\u594b\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

\u4ee3\u7801\u751f\u6210<\/strong><\/p>\n\n\n\n

GitHub Copilot \u662f\u4e00\u4e2a GitHub \u548c OpenAI \u5408\u4f5c\u4ea7\u751f\u7684 AI \u4ee3\u7801\u751f\u6210\u5de5\u5177\uff0c\u53ef\u6839\u636e\u547d\u540d \u6216\u8005\u6b63\u5728\u7f16\u8f91\u7684\u4ee3\u7801\u4e0a\u4e0b\u6587\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4ee3\u7801\u5efa\u8bae\u3002\u5b98\u65b9\u4ecb\u7ecd\u5176\u5df2\u7ecf\u63a5\u53d7\u4e86\u6765\u81ea GitHub \u4e0a\u516c\u5f00\u53ef\u7528\u5b58\u50a8\u5e93\u7684\u6570\u5341\u4ebf\u884c\u4ee3\u7801\u7684\u8bad\u7ec3\uff0c\u652f\u6301\u5927\u591a\u6570\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n\n\n\n

3.AIGC \u7684\u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/h1>\n\n\n\n

AIGC \u662f PGC\u3001UGC \u4e4b\u540e\uff0c\u5168\u65b0\u7684\u5185\u5bb9\u751f\u4ea7\u65b9\u5f0f\u3002\u4e0d\u4ec5\u80fd\u63d0\u5347\u5185\u5bb9\u751f\u4ea7\u7684\u6548\u7387\u4ee5\u6ee1\u8db3\u6211 \u4eec\u98de\u901f\u589e\u957f\u7684\u5185\u5bb9\u9700\u6c42\uff0c\u4e5f\u80fd\u591f\u4e30\u5bcc\u5185\u5bb9\u7684\u591a\u6837\u6027\u3002\u5728 2022 \u5e74\u767e\u5ea6\u4e16\u754c\u5927\u4f1a\u4e0a\uff0c\u674e\u5f66 \u5b8f\u63d0\u5230\u4e86\uff1a\u201cAIGC \u5c06\u8d70\u8fc7\u4e09\u4e2a\u53d1\u5c55\u9636\u6bb5\uff1a\u7b2c\u4e00\u4e2a\u9636\u6bb5\u662f\u201c\u52a9\u624b\u9636\u6bb5\u201d\uff0cAIGC \u7528\u6765\u8f85\u52a9\u4eba\u7c7b\u8fdb\u884c\u5185\u5bb9\u751f\u4ea7\uff1b\u7b2c\u4e8c\u4e2a\u9636\u6bb5\u662f\u201c\u534f\u4f5c\u9636\u6bb5\u201d\uff0cAIGC \u4ee5\u865a\u5b9e\u5e76\u5b58\u7684\u865a\u62df\u4eba\u5f62\u6001\u51fa\u73b0\uff0c \u5f62\u6210\u4eba\u673a\u5171\u751f\u7684\u5c40\u9762\uff1b\u7b2c\u4e09\u4e2a\u9636\u6bb5\u662f\u201c\u539f\u521b\u9636\u6bb5\u201d\uff0cAIGC \u5c06\u72ec\u7acb\u5b8c\u6210\u5185\u5bb9\u521b\u4f5c\u3002\u672a\u6765\u5341 \u5e74\uff0cAIGC \u5c06\u98a0\u8986\u73b0\u6709\u5185\u5bb9\u751f\u4ea7\u6a21\u5f0f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u4ee5\u5341\u5206\u4e4b\u4e00\u7684\u6210\u672c\uff0c\u4ee5\u767e\u500d\u5343\u500d\u7684\u751f\u4ea7\u901f \u5ea6\uff0c\u53bb\u751f\u6210 AI \u539f\u521b\u5185\u5bb9\u3002\u201d<\/p>\n\n\n\n

3.1 \u9762\u4e34\u7684\u6311\u6218<\/strong><\/p>\n\n\n\n

\u6280\u672f\u4e0a\u6765\u770b\uff0c\u867d\u7136\u5f53\u524d\u751f\u6210\u7684\u56fe\u7247\u3001\u6587\u5b57\u5df2\u7ecf\u53ef\u4ee5\u7528\u4ee5\u5546\u4e1a\u7528\u9014\uff0c\u4f46\u8fd8\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\u4f7f \u5f97\u65e0\u6cd5\u6ee1\u8db3\u8f83\u9ad8\u7684\u8d28\u91cf\u8981\u6c42\u3002\u6211\u4eec\u53ef\u4ee5\u53d1\u73b0\u5728\u4e8c\u6b21\u5143\u6216\u62bd\u8c61\u7684\u56fe\u7247\u751f\u6210\u4e2d\uff0cAIGC \u7684\u8868\u73b0 \u8f83\u597d\u3002\u4f46\u5bf9\u4e8e\u6bd4\u8f83\u5177\u4f53\u548c\u7ec6\u8282\u7684\u5185\u5bb9\uff0c\u751f\u6210\u7684\u6548\u679c\u4e0d\u5c3d\u5982\u4eba\u610f\u3002 \u4e0b\u56fe\u662f\u7b14\u8005\u901a\u8fc7 AIGC \u751f\u6210\u7684\u4e00\u526f\u201c\u7f8e\u5973\u4e0e\u5e03\u5076\u732b\u201d\u7684\u56fe\u7247\uff0c\u4ece\u8fd9\u4e00\u5f20\u56fe\u7247\u6211\u4eec\u53ef\u4ee5\u53d1 \u73b0\u6709\u4e24\u4e2a\u95ee\u9898\uff1a \u5176\u4e2d\u6709\u4e24\u5e45\u56fe\u7247\u7684\u732b\u54aa\u773c\u775b\u5f88\u5947\u602a\uff0c\u5728\u8fd9\u4e9b\u7ec6\u8282\u63cf\u7ed8\u4e0a\u8fd8\u65e0\u6cd5\u548c\u771f\u4eba\u753b\u5e08\u5ab2\u7f8e\u3002 \u8f93\u5165\u7684\u5173\u952e\u8bcd\u662f\u201c\u7f8e\u5973\u201d\u4e0e\u201c\u5e03\u5076\u732b\u201d\uff0c\u4f46\u662f\u751f\u6210\u7684\u201c\u7f8e\u5973\u201d\u5747\u957f\u7740\u4e00\u5f20\u732b\u8138\uff0c\u4ece \u8fd9\u91cc\u53cd\u6620\u51fa AIGC \u7ed8\u753b\u4f1a\u51fa\u73b0\u4e00\u4e9b\u7a7a\u95f4\u4f4d\u7f6e\u4ee5\u53ca\u6570\u91cf\u4e0a\u7684\u504f\u5dee\u3002\u4ea7\u751f\u7684\u539f\u56e0\u4e3b\u8981\u8fd8 \u662f\u6765\u6e90\u4e8e\u8bed\u4e49\u7406\u89e3\u548c\u5904\u7406\u4e0a\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n

\u4e0e\u6b64\u540c\u65f6\uff0c\u53c2\u8003\u4e0a\u6587\u4e2d\u7684\u56fe\u8868 23\uff0c\u6211\u4eec\u53ef\u4ee5\u53d1\u73b0\u4e0d\u540c\u7684\u5e94\u7528\u5e73\u53f0\uff0c\u8f93\u5165\u51e0\u4e4e\u4e00\u81f4\u4fe1\u606f\u70b9 \u7684\u6587\u672c\uff0c\u751f\u6210\u7684\u56fe\u7247\u7684\u8d28\u91cf\u548c\u5185\u5bb9\u5dee\u8ddd\u662f\u5de8\u5927\u7684\u3002 \u90a3\u4e48\u9020\u6210\u4ee5\u4e0a\u7684\u8fd9\u4e9b\u95ee\u9898\u548c\u5dee\u8ddd\u7684\u539f\u56e0\u5728\u54ea\u91cc\u5462\uff1f\u6211\u4eec\u4f9d\u65e7\u53ef\u4ee5\u4ece AIGC \u7684\u5de5\u4f5c\u539f\u7406\u4e0a \u6765\u5206\u6790\uff1a \u81ea\u7136\u8bed\u4e49\u7684\u7406\u89e3\u5728\u5904\u7406\u4e00\u4e9b\u7a7a\u95f4\u5173\u7cfb\u4e0a\u8fd8\u5b58\u5728\u4e00\u5b9a\u7684\u8bef\u5dee\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5728\u7a7a\u95f4\u4f4d \u7f6e\u3001\u6570\u91cf\u4e0a\u5b58\u5728\u4e0d\u7cbe\u786e\u7684\u95ee\u9898\u3002 \u76ee\u524d\u6587\u672c\u751f\u6210\u56fe\u50cf\u65f6\uff0c\u9700\u8981\u7528\u5230\u6587\u672c\u7f16\u7801\u5668\u5c06\u6587\u5b57\u6620\u5c04\u5230\u56fe\u50cf\u4e0a\u3002\u5f53\u524d\u4e3b\u6d41\u7684\u3001\u8bad \u7ec3\u5b8c\u5584\u7684\u662f\u6765\u81ea\u4e0e OpenAI \u7684 Clip \u6a21\u578b\uff0c\u5176\u51fd\u6570\u662f\u5f00\u6e90\u7684\uff0c\u4f46\u8bad\u7ec3\u7684\u6570\u636e\u96c6\u662f\u5c01\u95ed \u7684\u3002AIGC \u9700\u8981\u5927\u91cf\u7684\u826f\u597d\u753b\u8d28\u7684\u6587\u672c-\u56fe\u7247\u5bf9\u624d\u80fd\u8bad\u7ec3\u5230 Clip \u8fd9\u6837\u7684\u7a0b\u5ea6\u3002\u4ece Clip \u672c\u8eab\u516c\u5f00\u7684\u4fe1\u606f\u6765\u770b\uff0c\u5b83\u4f7f\u7528\u4e86\u8d85 4 \u4ebf\u4e2a\u6587\u672c-\u56fe\u7247\u5bf9\u6765\u5b8c\u6210\u8bad\u7ec3\uff0c\u8fd9\u4e9b\u90fd\u662f\u57fa\u4e8e\u82f1 \u6587\u7684\u3002\u90a3\u4e48\u5b58\u5728\u4ee5\u4e0b\u51e0\u4e2a\u95ee\u9898\uff1a1\u3001\u4ebf\u7ea7\u522b\u7684\u9ad8\u8d28\u91cf\u7684\u6587\u672c-\u56fe\u7247\u5bf9\u5728\u4e8e\u5176\u4ed6\u7684\u8bed\u8a00\u4e0a\u83b7\u5f97\u7684\u96be\u5ea6\u5927\u5e45\u63d0\u9ad8\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u76ee\u524d\u5927\u591a\u9664\u82f1\u8bed\u5916\u7684\u5176\u4ed6\u8bed\u8a00\u7684 AIGC \u90fd\u662f \u9700\u8981\u5728\u6574\u4e2a\u6d41\u7a0b\u524d\u589e\u52a0\u4e00\u6b65\u7ffb\u8bd1\u3002\u8fd9\u4e00\u6b65\u4e0d\u4f46\u6d89\u53ca\u8bed\u4e49\u7406\u89e3\uff0c\u8fd8\u5305\u542b\u4e86\u6587\u5316\u3001\u8bed\u8a00 \u4e60\u60ef\u7b49\u6f5c\u5728\u7684\u56e0\u7d20\uff0c\u5f88\u96be\u88ab\u7cbe\u786e\u7ffb\u8bd1\uff0c\u5bf9\u4e8e\u7ffb\u8bd1\u6a21\u578b\u7684\u6311\u6218\u5f88\u5927\u30022\u3001Clip \u7684\u6a21\u5f0f\u5f88 \u96be\u590d\u523b\uff0c\u5373\u4f7f\u8fd0\u7528 Clip \u5f00\u6e90\u7684\u51fd\u6570\uff0c\u57fa\u4e8e\u4e0d\u540c\u7684\u6570\u636e\u5e93\u8bad\u7ec3\u51fa\u7684\u7ed3\u679c\u4e0d\u540c\u3002\u636e\u6211\u4eec \u4e86\u89e3\uff0c\u6d77\u5916\u6709\u56e2\u961f\u8fd0\u7528\u4e86 20 \u4ebf\u7684\u6587\u672c-\u56fe\u7247\u5bf9\u624d\u63a5\u8fd1\u590d\u523b\u4e86 Clip\uff1b \u8fd0\u7528\u7684 AIGC \u751f\u6210\u7b97\u6cd5\u4e0d\u540c\u4e5f\u4f1a\u5bfc\u81f4\u4ea7\u751f\u7684\u5185\u5bb9\u7684\u5dee\u8ddd\uff1b \u6570\u636e\u96c6\u7684\u8d28\u91cf\u3001\u5408\u89c4\u6027\u3001\u98ce\u683c\u504f\u5411\u90fd\u4f1a\u51b3\u5b9a\u751f\u6210\u7684\u5185\u5bb9\u8d28\u91cf\u3002<\/p>\n\n\n\n

3.2 \u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411<\/strong><\/p>\n\n\n\n

\u5728\u4e0a\u6587\u4e2d\uff0c\u6211\u4eec\u4e86\u89e3\u5230\u4ece\u5e94\u7528\u8f6f\u4ef6\u65b9\u9762\uff0c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u7ffb\u8bd1\u6a21\u578b\u3001\u751f\u6210\u7b97\u6cd5\u548c\u6570\u636e\u96c6 \u8fd9\u4e9b\u7ec6\u5206\u8d5b\u9053\u90fd\u8fd8\u6709\u5f88\u5927\u7684\u8fdb\u6b65\u7a7a\u95f4\u3002\u66f4\u6df1\u5165\u5730\u6765\u770b\uff0c\u4ee5\u4e0a\u8fd9\u4e9b\u7684\u53d1\u5c55\u9700\u8981\u4f9d\u6258\u4e8e\u7b97\u529b\u3001 \u6570\u636e\u7684\u652f\u6301\u3002\u6240\u4ee5\u672a\u6765\u7684\u53d1\u5c55\u91cd\u70b9\u5c06\u66f4\u7740\u529b\u4e8e\u5927\u6a21\u578b\u3001\u5927\u6570\u636e\u548c\u5927\u7b97\u529b\u7684\u65b9\u5411\u53bb\u53d1\u5c55\u3002 \u540c\u65f6\uff0c\u4e3a\u4e86\u8ba9\u529f\u80fd\u66f4\u52a0\u7cbe\u786e\uff0c\u5c06\u4f1a\u66f4\u591a\u5730\u53bb\u5f00\u53d1\u4e00\u4e9b\u5782\u76f4\u7c7b\u7684\u5e94\u7528\uff0c\u6bd5\u7adf\u5782\u76f4\u7c7b\u7684\u5e94\u7528 \u53ef\u4ee5\u66f4\u6709\u9488\u5bf9\u6027\u5730\u4e3a\u7279\u5b9a\u529f\u80fd\u8fdb\u884c\u8bad\u7ec3\uff0c\u6210\u672c\u76f8\u5bf9\u8f83\u4f4e\u3002<\/p>\n\n\n\n

4.\u6295\u8d44\u5206\u6790\uff1aAIGC \u7684\u8f6f\u786c\u4ef6\u4e0e\u6570\u636e\u96c6<\/h1>\n\n\n\n

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