{"id":1073673,"date":"2024-07-10T12:14:00","date_gmt":"2024-07-10T19:14:00","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1073673"},"modified":"2024-09-25T04:22:13","modified_gmt":"2024-09-25T11:22:13","slug":"10-ai-terms","status":"publish","type":"msr-blog-post","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/articles\/10-ai-terms\/","title":{"rendered":"\u4f60\u5e94\u8be5\u77e5\u9053\u768410\u4e2aAI\u672f\u8bed"},"content":{"rendered":"\n<p><em>\u4f5c\u8005\uff1aSusanna Ray<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1.jpg\" alt=\"10 AI terms - colorful shapes on a purple background\" class=\"wp-image-1073679\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-1-800x450-1-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u81ea2022\u5e74\u5e95\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8fdb\u5165\u4e3b\u6d41\u89c6\u91ce\u4ee5\u6765\uff0c\u5927\u591a\u6570\u4eba\u90fd\u5bf9\u8fd9\u4e00\u6280\u672f\u6709\u4e86\u4e00\u4e9b\u57fa\u672c\u7684\u4e86\u89e3\uff0c\u5e76\u77e5\u9053\u4e86\u5b83\u662f\u5982\u4f55\u5229\u7528\u81ea\u7136\u8bed\u8a00\u6765\u5e2e\u52a9\u4eba\u4eec\u66f4\u8f7b\u677e\u5730\u4e0e\u8ba1\u7b97\u673a\u8fdb\u884c\u4ea4\u4e92\u7684\uff0c\u751a\u81f3\u6709\u4e9b\u4eba\u4f1a\u5728\u4e0e\u670b\u53cb\u7684\u95f2\u8c08\u4e2d\u804a\u5230\u201c\u63d0\u793a\u8bcd\u201d\uff08prompts\uff09\u548c\u201c\u673a\u5668\u5b66\u4e60\u201d\uff08machine learning\uff09\u7b49\u70ed\u95e8\u672f\u8bed\u3002\u7136\u800c\uff0c\u968f\u7740 AI 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450.jpg\" alt=\"10 AI terms: Reasoning and Planning | abstract maze graphic\" class=\"wp-image-1073682\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-2-Reasoning-Planning_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u901a\u8fc7\u4ece\u5386\u53f2\u6570\u636e\u4e2d\u5b66\u5230\u7684\u6a21\u5f0f\u548c\u89c4\u5f8b\u6765\u7406\u89e3\u4fe1\u606f\uff0c\u4ece\u800c\u89e3\u51b3\u95ee\u9898\u5e76\u5b8c\u6210\u4efb\u52a1\u3002\u8fd9\u79cd\u80fd\u529b\u7c7b\u4f3c\u4e8e\u4eba\u7c7b\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u5373\u57fa\u4e8e\u5df2\u6709\u7684\u77e5\u8bc6\u548c\u7ecf\u9a8c\u5206\u6790\u3001\u5224\u65ad\u65b0\u60c5\u51b5\u3002\u66f4\u5148\u8fdb\u7684 AI 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id=\"\u8bad\u7ec3-training-\u4e0e\u63a8\u65ad-inference\">\u8bad\u7ec3\uff08Training\uff09\u4e0e\u63a8\u65ad\uff08Inference\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450.jpg\" alt=\"10 AI terms: Training and Inference | abstract squares connected in the center\" class=\"wp-image-1073685\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-3-Training-Inference_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u521b\u5efa\u548c\u4f7f\u7528\u4e00\u4e2a AI \u7cfb\u7edf\u5305\u542b\u4e24\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a\u8bad\u7ec3\u548c\u63a8\u65ad\u3002\u201c\u8bad\u7ec3\u201d\u5c31\u662f AI \u7cfb\u7edf\u7684\u201c\u5b66\u4e60\u8fc7\u7a0b\u201d\uff0c\u5728\u8fd9\u4e00\u9636\u6bb5\uff0cAI 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id=\"\u5c0f\u8bed\u8a00\u6a21\u578b-slm-small-language-model\">\u5c0f\u8bed\u8a00\u6a21\u578b\uff08SLM\/small language model\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450.jpg\" alt=\"10 AI terms: Small language models (SLM) | abstract graphic with one large square in relation to one small square\" class=\"wp-image-1073688\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-4-SLM_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u5c0f\u8bed\u8a00\u6a21\u578b\uff08SLMs\uff09\u662f\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u8896\u73cd\u7248\u3002\u4e24\u8005\u90fd\u662f\u5229\u7528\u673a\u5668\u5b66\u4e60\u6280\u672f\u6765\u8bc6\u522b\u6a21\u5f0f\u548c\u5173\u7cfb\uff0c\u4ece\u800c\u751f\u6210\u903c\u771f\u7684\u81ea\u7136\u8bed\u8a00\u56de\u590d\u3002\u4f46\u5927\u8bed\u8a00\u6a21\u578b\u89c4\u6a21\u5e9e\u5927\uff0c\u9700\u8981\u5927\u91cf\u7684\u7b97\u529b\u548c\u5185\u5b58\u652f\u6301\uff0c\u800c\u5c0f\u8bed\u8a00\u6a21\u578b\uff0c\u5982 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id=\"\u951a\u5b9a-grounding\">\u951a\u5b9a\uff08Grounding\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450.jpg\" alt=\"10 AI terms: Grounding | abstract cube\" class=\"wp-image-1073691\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-5-Grounding_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u521b\u4f5c\u6545\u4e8b\u3001\u8bd7\u6b4c\u548c\u7b11\u8bdd\uff0c\u4e5f\u53ef\u4ee5\u56de\u7b54\u7814\u7a76\u95ee\u9898\u3002\u4f46\u5b83\u4eec\u6709\u65f6\u5728\u533a\u5206\u4e8b\u5b9e\u4e0e\u865a\u6784\u65b9\u9762\u4f1a\u9762\u4e34\u6311\u6218\uff0c\u6216\u8005\u4f1a\u56e0\u4e3a\u8bad\u7ec3\u6570\u636e\u5df2\u7ecf\u8fc7\u65f6\u800c\u5bfc\u81f4\u56de\u5e94\u4e0d\u51c6\u786e\uff0c\u8fd9\u79cd\u73b0\u8c61\u4e5f\u88ab\u79f0\u4e3a\u201c\u5e7b\u89c9\u201d\u3002\u6240\u4ee5\uff0c\u7814\u53d1\u4eba\u5458\u81f4\u529b\u4e8e\u901a\u8fc7\u951a\u5b9a\u8fc7\u7a0b\u5e2e\u52a9\u4eba\u5de5\u667a\u80fd\u66f4\u51c6\u786e\u5730\u4e0e\u73b0\u5b9e\u4e16\u754c\u4e92\u52a8\uff0c\u4ed6\u4eec\u5c06\u6a21\u578b\u4e0e\u6570\u636e\u548c\u5177\u4f53\u5b9e\u4f8b\u76f8\u8fde\u63a5\u5e76\u951a\u5b9a\uff0c\u4ee5\u6b64\u63d0\u9ad8\u4eba\u5de5\u667a\u80fd\u7684\u51c6\u786e\u6027\u5e76\u4ea7\u751f\u66f4\u5177\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\u548c\u4e2a\u6027\u5316\u7684\u8f93\u51fa\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u68c0\u7d22\u589e\u5f3a\u751f\u6210-rag\">\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450.jpg\" alt=\"10 AI terms: RAG | abstract cube with tetris-style shapes coming out of the cube\" class=\"wp-image-1073694\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-6-RAG_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u5f53\u7814\u53d1\u4eba\u5458\u4e3a\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u57fa\u7840\u8d44\u6e90\u4ee5\u5e2e\u52a9\u5176\u66f4\u52a0\u51c6\u786e\u548c\u53ca\u65f6\u8fdb\u884c\u56de\u5e94\u65f6\uff0c\u4ed6\u4eec\u4f1a\u91c7\u7528\u4e00\u79cd\u540d\u4e3a\u201c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u201d\uff08Retrieval Augmented Generation\uff0c\u7b80\u79f0 RAG\uff09\u7684\u65b9\u6cd5\u3002RAG \u80fd\u591f\u5728\u4e0d\u91cd\u65b0\u8bad\u7ec3 AI \u6a21\u578b\u7684\u57fa\u7840\u4e0a\u4e3a\u5176\u6dfb\u52a0\u65b0\u7684\u77e5\u8bc6\uff0c\u4ece\u800c\u8282\u7701\u65f6\u95f4\u548c\u8d44\u6e90\u3002\u8fd9\u5c31\u597d\u6bd4\u4f60\u662f\u798f\u5c14\u6469\u65af\uff0c\u5df2\u7ecf\u8bfb\u5b8c\u4e86\u56fe\u4e66\u9986\u91cc\u7684\u6bcf\u4e00\u672c\u4e66\uff0c\u4f46\u6848\u4ef6\u4ecd\u672a\u544a\u7834\uff0c\u4e8e\u662f\u4f60\u8d70\u5230\u9601\u697c\uff0c\u6253\u5f00\u4e86\u4e00\u4e9b\u53e4\u8001\u7684\u5377\u8f74\uff0c\u7136\u540e\u4f60\u5c31\u627e\u5230\u4e86\u62fc\u56fe\u4e2d\u7f3a\u5931\u7684\u788e\u7247\u3002\u53c8\u6216\u8005\uff0c\u5047\u5982\u4f60\u7ecf\u8425\u7740\u4e00\u5bb6\u670d\u88c5\u516c\u53f8\uff0c\u60f3\u521b\u5efa\u4e00\u4e2a\u80fd\u591f\u56de\u7b54\u516c\u53f8\u5546\u54c1\u5177\u4f53\u95ee\u9898\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u90a3\u4e48\u4f60\u53ef\u4ee5\u5728\u4f60\u7684\u4ea7\u54c1\u76ee\u5f55\u4e0a\u4f7f\u7528 RAG \u6a21\u5f0f\uff0c\u4ee5\u5e2e\u52a9\u987e\u5ba2\u4ece\u4f60\u7684\u5e97\u94fa\u4e2d\u627e\u5230\u90a3\u4ef6\u5b8c\u7f8e\u7684\u7eff\u8272\u6bdb\u8863\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7f16\u6392-orchestration\">\u7f16\u6392\uff08Orchestration\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450.jpg\" alt=\"10 AI terms: Orchestration | abstract array of different shapes\" class=\"wp-image-1073697\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-7-Orchestration_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u5728\u5904\u7406\u4eba\u4eec\u7684\u8bf7\u6c42\u65f6\uff0c\u4eba\u5de5\u667a\u80fd\u627f\u62c5\u7740\u7e41\u91cd\u7684\u4efb\u52a1\u3002\u7f16\u6392\u5c42\u7684\u4f5c\u7528\u662f\u5f15\u5bfc\u5b83\u4eec\u6309\u7167\u6b63\u786e\u7684\u987a\u5e8f\u6267\u884c\u6240\u6709\u4efb\u52a1\uff0c\u4ee5\u8fdb\u884c\u6700\u4f73\u54cd\u5e94\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u5411 Microsoft Copilot \u8be2\u95ee Ada Lovelace \u662f\u8c01\uff0c\u7136\u540e\u95ee\u5979\u4f55\u65f6\u51fa\u751f\uff0cAI \u7684\u7f16\u6392\u5668\u4f1a\u5b58\u50a8\u804a\u5929\u5386\u53f2\uff0c\u4ee5\u4e86\u89e3\u4f60\u540e\u7eed\u67e5\u8be2\u4e2d\u7684\u201c\u5979\u201d\u662f\u5426\u6307\u7684\u662f Ada Lovelace\u3002\u7f16\u6392\u5c42\u8fd8\u53ef\u4ee5\u9075\u5faa RAG \u6a21\u5f0f\uff0c\u5728\u4e92\u8054\u7f51\u4e0a\u641c\u7d22\u65b0\u7684\u4fe1\u606f\u6dfb\u52a0\u5230\u4e0a\u4e0b\u6587\u4e2d\uff0c\u5e76\u5e2e\u52a9\u6a21\u578b\u7ed9\u51fa\u66f4\u597d\u7684\u7b54\u6848\u3002\u8fd9\u5c31\u50cf\u662f\u4e00\u4f4d\u6307\u6325\u5bb6\u6307\u6325\u7740\u5c0f\u63d0\u7434\u3001\u957f\u7b1b\u548c\u53cc\u7c27\u7ba1\u7b49\u4e50\u5668\uff0c\u6309\u7167\u4e50\u8c31\u6f14\u594f\uff0c\u5171\u540c\u4ea7\u751f\u4f5c\u66f2\u5bb6\u5fc3\u76ee\u4e2d\u7684\u58f0\u97f3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8bb0\u5fc6-memory\">\u8bb0\u5fc6\uff08Memory\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450.jpg\" alt=\"10 AI terms: Memory | abstract sphere with a hole at the top holding multiple spheres\" class=\"wp-image-1073700\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-8-Memory_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u4ece\u6280\u672f\u5c42\u9762\u8bb2\uff0c\u5f53\u524d\u7684 AI \u6a21\u578b\u5e76\u6ca1\u6709\u8bb0\u5fc6\u3002\u4f46 AI \u7a0b\u5e8f\u53ef\u4ee5\u7f16\u6392\u6307\u4ee4\uff0c\u901a\u8fc7\u9075\u5faa\u5177\u4f53\u6b65\u9aa4\u6765\u5e2e\u52a9\u5b83\u4eec\u201c\u8bb0\u4f4f\u201d\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5728\u804a\u5929\u4e2d\u4e34\u65f6\u5b58\u50a8\u4e4b\u524d\u7684\u95ee\u9898\u548c\u7b54\u6848\uff0c\u7136\u540e\u5c06\u8be5\u4e0a\u4e0b\u6587\u5305\u542b\u5728\u6a21\u578b\u7684\u5f53\u524d\u8bf7\u6c42\u4e2d\uff0c\u6216\u8005\u4f7f\u7528 RAG \u6a21\u5f0f\u4e2d\u7684\u57fa\u7840\u6570\u636e\u6765\u786e\u4fdd\u56de\u590d\u91cc\u6709\u6700\u65b0\u7684\u4fe1\u606f\u3002\u7814\u53d1\u4eba\u5458\u6b63\u5728\u5bf9\u7f16\u6392\u5c42\u8fdb\u884c\u8bd5\u9a8c\uff0c\u5e0c\u671b\u5e2e\u52a9\u4eba\u5de5\u667a\u80fd\u5224\u65ad\u662f\u5426\u9700\u8981\u6682\u65f6\u8bb0\u4f4f\u90a3\u4e9b\u7ec6\u5206\u6b65\u9aa4\uff08\u7c7b\u4f3c\u77ed\u671f\u8bb0\u5fc6\uff0c\u5982\u5728\u4fbf\u5229\u8d34\u4e0a\u5199\u4e0b\u63d0\u9192\uff09\uff0c\u6216\u8005\u5e2e\u52a9\u5176\u5224\u65ad\u662f\u5426\u6709\u5fc5\u8981\u5c06\u4fe1\u606f\u5b58\u50a8\u5728\u66f4\u6c38\u4e45\u7684\u4f4d\u7f6e\u6765\u8bb0\u4f4f\u66f4\u957f\u7684\u65f6\u95f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"transformer\u6a21\u578b\u548c\u6269\u6563\u6a21\u578b-diffusion-model\">Transformer\u6a21\u578b\u548c\u6269\u6563\u6a21\u578b\uff08Diffusion model\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450.jpg\" alt=\"10 AI terms: Diffusion model | abstract array of shapes progressing from square to circle\" class=\"wp-image-1073703\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-9-Diffusion-model_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u51e0\u5341\u5e74\u6765\uff0c\u4eba\u4eec\u4e00\u76f4\u5728\u6559 AI \u7cfb\u7edf\u5982\u4f55\u7406\u89e3\u548c\u751f\u6210\u8bed\u8a00\uff0cTransformer \u6a21\u578b\u7684\u51fa\u73b0\u4e3a AI \u6280\u672f\u7684\u53d1\u5c55\u5e26\u6765\u4e86\u6781\u5927\u7a81\u7834\u3002\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u6a21\u578b\u4e2d\uff0cTransformer \u6a21\u578b\u65e0\u7591\u662f\u7406\u89e3\u548c\u628a\u63e1\u4e0a\u4e0b\u6587\u53ca\u5176\u7ec6\u5fae\u5dee\u522b\u6700\u597d\u3001\u6700\u5feb\u7684\u6a21\u578b\u3002\u5b83\u64c5\u957f\u8bb2\u6545\u4e8b\uff0c\u4f1a\u5173\u6ce8\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u548c\u89c4\u5f8b\u5e76\u6743\u8861\u4e0d\u540c\u8f93\u5165\u7684\u91cd\u8981\u6027\uff0c\u4ee5\u5e2e\u52a9\u4eba\u5de5\u667a\u80fd\u5feb\u901f\u9884\u6d4b\u63a5\u4e0b\u6765\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u751f\u6210\u6587\u672c\u3002Transformer \u6a21\u578b\u4e4b\u6240\u4ee5\u540d\u58f0\u5927\u566a\uff0c\u662f\u56e0\u4e3a\u5b83\u662f ChatGPT \u4e2d\u7684 \u201cT\u201d\uff0c\u5373\u201c\u751f\u6210\u5f0f\u9884\u8bad\u7ec3 Transformer\u201d\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u4e2a\u6a21\u578b\u662f\u6269\u6563\u6a21\u578b\uff08Diffusion models\uff09\uff0c\u901a\u5e38\u7528\u4e8e\u56fe\u50cf\u521b\u4f5c\u3002\u901a\u8fc7\u66f4\u6e10\u8fdb\u3001\u66f4\u7cfb\u7edf\u7684\u65b9\u6cd5\uff0c\u6269\u6563\u6a21\u578b\u53ef\u4ee5\u4ece\u968f\u673a\u4f4d\u7f6e\u6269\u6563\u50cf\u7d20\uff0c\u76f4\u5230\u50cf\u7d20\u4ee5\u5f62\u6210\u63d0\u793a\u4e2d\u8981\u6c42\u7684\u56fe\u50cf\u7684\u65b9\u5f0f\u5206\u5e03\u3002\u6269\u6563\u6a21\u578b\u5728\u751f\u6210\u6700\u7ec8\u7ed3\u679c\u4e4b\u524d\u4f1a\u6301\u7eed\u8fdb\u884c\u5fae\u5c0f\u7684\u8c03\u6574\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u524d\u6cbf\u6a21\u578b-frontier-models\">\u524d\u6cbf\u6a21\u578b\uff08Frontier models\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450.jpg\" alt=\"10 AI terms: Frontier models | abstract plotting of squares and rectangles in variousl sizes\" class=\"wp-image-1073706\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-10-Frontier-models_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u524d\u6cbf\u6a21\u578b\u662f\u7a81\u7834\u4eba\u5de5\u667a\u80fd\u754c\u9650\u7684\u5927\u89c4\u6a21\u7cfb\u7edf\uff0c\u80fd\u591f\u4ee5\u5168\u65b0\u3001\u66f4\u5e7f\u6cdb\u7684\u80fd\u529b\u6267\u884c\u5404\u79cd\u4efb\u52a1\u3002\u5b83\u4eec\u975e\u5e38\u5148\u8fdb\uff0c\u6709\u65f6\u751a\u81f3\u80fd\u5b8c\u6210\u4ee4\u6211\u4eec\u60ca\u8bb6\u7684\u4e8b\u60c5\u3002\u76ee\u524d\uff0c\u5305\u62ec\u5fae\u8f6f\u5728\u5185\u7684\u79d1\u6280\u516c\u53f8\u6210\u7acb\u4e86\u4e00\u4e2a\u524d\u6cbf\u6a21\u578b\u8bba\u575b\uff08Frontier Model Forum\uff09[1]\uff0c\u65e8\u5728\u5206\u4eab\u77e5\u8bc6\u3001\u5236\u5b9a\u5b89\u5168\u6807\u51c6\uff0c\u5e76\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u4e86\u89e3\u8fd9\u4e9b\u5f3a\u5927\u7684 AI \u7a0b\u5e8f\uff0c\u4ee5\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u3001\u8d1f\u8d23\u4efb\u5730\u53d1\u5c55\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"gpu\">GPU<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450.jpg\" alt=\"10 AI terms: GPU | abstract rectangular shape holding multiple squares and rectangles\" class=\"wp-image-1073709\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/10-ai-terms-11-GPU_800x450-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>GPU\uff0c\u662f\u56fe\u5f62\u5904\u7406\u5355\u5143 Graphics Processing Unit \u7684\u7f29\u5199\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u6da1\u8f6e\u589e\u538b\u201d\u8ba1\u7b97\u5668\u3002GPU 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\u5de5\u5177\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u90fd\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002\u76ee\u524d\uff0c\u6700\u5148\u8fdb\u7684\u6a21\u578b\u90fd\u662f\u7528\u6210\u5343\u4e0a\u4e07\u7684 GPU \u7ec4\u6210\u7684\u5e9e\u5927\u96c6\u7fa4\u6765\u8bad\u7ec3\u7684\uff0c\u8fd9\u4e9b GPU \u5206\u5e03\u5728\u50cf\u5fae\u8f6f Azure \u6240\u62e5\u6709\u7684\u5de8\u578b\u6570\u636e\u4e2d\u5fc3\u91cc\u3002\u4f5c\u4e3a\u5982\u4eca\u6700\u5f3a\u5927\u7684\u8ba1\u7b97\u673a\u4e4b\u4e00\uff0c\u5fae\u8f6f Azure \u6570\u636e\u4e2d\u5fc3\u53ef\u4ee5\u63d0\u4f9b\u5f3a\u5927\u7684\u8ba1\u7b97\u652f\u6301\u3002<\/p>\n\n\n\n<p>\u76f8\u5173\u9605\u8bfb\uff1a<br>[1] \u524d\u6cbf\u6a21\u578b\u8bba\u575b\uff08Frontier Model Forum\uff09<br><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/blogs.microsoft.com\/on-the-issues\/2023\/07\/26\/anthropic-google-microsoft-openai-launch-frontier-model-forum\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/blogs.microsoft.com\/on-the-issues\/2023\/07\/26\/anthropic-google-microsoft-openai-launch-frontier-model-forum\/<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p><em>*\u6587\u4e2d\u914d\u56fe\u5747\u7531 Makeshift Studios \u8bbe\u8ba1\u3002<\/em><\/p>\n\n\n\n<p><em>\u672c\u6587\u7f16\u8bd1\u81ea\u5fae\u8f6f\u535a\u5ba2\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/10-more-ai-terms-everyone-should-know\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/news.microsoft.com\/source\/features\/ai\/10-more-ai-terms-everyone-should-know\/<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/em><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1aSusanna Ray \u81ea2022\u5e74\u5e95\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8fdb\u5165\u4e3b\u6d41\u89c6\u91ce\u4ee5\u6765\uff0c\u5927\u591a\u6570\u4eba\u90fd\u5bf9\u8fd9\u4e00\u6280\u672f\u6709\u4e86\u4e00\u4e9b\u57fa\u672c\u7684\u4e86\u89e3\uff0c\u5e76\u77e5\u9053\u4e86\u5b83\u662f\u5982\u4f55\u5229\u7528\u81ea\u7136\u8bed\u8a00\u6765\u5e2e\u52a9\u4eba\u4eec\u66f4\u8f7b\u677e\u5730\u4e0e\u8ba1\u7b97\u673a\u8fdb\u884c\u4ea4\u4e92\u7684\uff0c\u751a\u81f3\u6709\u4e9b\u4eba\u4f1a\u5728\u4e0e\u670b\u53cb\u7684\u95f2\u8c08\u4e2d\u804a\u5230\u201c\u63d0\u793a\u8bcd\u201d\uff08prompts\uff09\u548c\u201c\u673a\u5668\u5b66\u4e60\u201d\uff08machine learning\uff09\u7b49\u70ed\u95e8\u672f\u8bed\u3002\u7136\u800c\uff0c\u968f\u7740 AI \u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5176\u8bcd\u6c47\u91cf\u548c\u672f\u8bed\u4f53\u7cfb\u4e5f\u5728\u6301\u7eed\u6f14\u8fdb\u3002\u4f60\u77e5\u9053\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u5c0f\u8bed\u8a00\u6a21\u578b\u4e4b\u95f4\u7684\u533a\u522b\u4e48\uff1f\u662f\u5426\u77e5\u9053 ChatGPT \u4e2d\u7684\u201cGPT\u201d\u4ee3\u8868\u4ec0\u4e48\uff1f\u53c8\u662f\u5426\u4e86\u89e3 RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6a21\u578b\uff09\u5728\u6e05\u7406\u865a\u5047\u4fe1\u606f\u65b9\u9762\u7684\u4f5c\u7528\uff1f \u4eca\u5929\uff0c\u8ba9\u6211\u4eec\u901a\u8fc7\u5bf9\u4e00\u4e9b\u70ed\u95e8\u4eba\u5de5\u667a\u80fd\u672f\u8bed\u7684\u89e3\u6790\uff0c\u5e2e\u52a9\u5927\u5bb6\u5feb\u901f\u4e86\u89e3\u76f8\u5173\u9886\u57df\u4e2d\u7684\u6700\u65b0\u77e5\u8bc6\u3002 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