{"id":18867,"date":"2021-09-08T00:01:27","date_gmt":"2021-09-07T15:01:27","guid":{"rendered":""},"modified":"2021-09-08T15:54:04","modified_gmt":"2021-09-08T06:54:04","slug":"towards-an-era-where-sustainability-is-required-for-ai","status":"publish","type":"post","link":"https:\/\/cm-edgetun.pages.dev\/ja-jp\/industry\/blog\/microsoft-in-business\/2021\/09\/08\/towards-an-era-where-sustainability-is-required-for-ai\/","title":{"rendered":"\u305d\u306e AI \u306f\u30b0\u30ea\u30fc\u30f3\u304b? AI \u306b\u3082\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u304c\u6c42\u3081\u3089\u308c\u308b\u6642\u4ee3\u3078"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"attachment-large size-large webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-1024x683.webp\" alt=\"\u30c7\u30fc\u30bf\u30b5\u30fc\u30d0\u30fc\u30bb\u30f3\u30bf\u30fc\" width=\"1024\" height=\"683\" data-orig-srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-1024x683.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-300x200.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-768x512.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-1536x1025.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-330x220.jpg 330w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-800x534.jpg 800w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-400x267.jpg 400w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3.jpg 1734w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture3-1024x683.jpg\" \/><\/p>\n<p>2021 \u5e74 8 \u6708 21 \u65e5\u3001\u300c\u6a19\u9ad8 3,000m \u8d85\u306e\u30b0\u30ea\u30fc\u30f3\u30e9\u30f3\u30c9\u5c71\u9802\u3067\u53f2\u4e0a\u521d\u306e\u964d\u96e8\u3092\u89b3\u6e2c\u300d\u3068\u3044\u3046\u30b7\u30e7\u30c3\u30ad\u30f3\u30b0\u306a\u30cb\u30e5\u30fc\u30b9\u304c\u4e16\u754c\u3092\u99c6\u3051\u5de1\u308a\u307e\u3057\u305f\u3002\u901a\u5e38\u306f\u6c17\u6e29 0 \u5ea6\u3092\u4e0b\u56de\u308b\u3053\u3068\u304c\u306a\u3044\u5834\u6240\u306b\u304a\u3044\u3066\u3001\u5b9f\u306b 9 \u6642\u9593\u306b\u308f\u305f\u3063\u3066 0 \u5ea6\u3092\u4e0a\u56de\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001CO2 \u306a\u3069\u306e\u6e29\u5ba4\u52b9\u679c\u30ac\u30b9\u306e\u6025\u5897\u306b\u3088\u308b\u5730\u7403\u6e29\u6696\u5316\u306e\u8105\u5a01\u306f\u3059\u3067\u306b\u73fe\u5b9f\u306e\u3082\u306e\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u306f\u305d\u306e\u6d3b\u52d5\u306b\u304a\u3044\u3066\u53ef\u80fd\u306a\u9650\u308a\u306e\u3042\u3089\u3086\u308b\u5bfe\u5fdc\u3092\u6c42\u3081\u3089\u308c\u308b\u6642\u4ee3\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6d88\u8cbb\u8005\u3001\u898f\u5236\u5f53\u5c40\u3001\u6295\u8cc7\u5bb6\u306f\u3001\u3042\u3089\u3086\u308b\u696d\u754c\u306e\u4f01\u696d\u306e\u6c17\u5019\u5909\u52d5\u3078\u306e\u5f71\u97ff\u3092\u307e\u3059\u307e\u3059\u53b3\u3057\u304f\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u72b6\u6cc1\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3084\u306f\u308a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u6d3b\u7528\u304c\u6b20\u304b\u305b\u306a\u3044\u3067\u3057\u3087\u3046\u30021 \u3064\u306f\u3001AI \u306e\u6d3b\u7528\u3067\u3059\u3002AI \u306f\u3001\u4f01\u696d\u306e CO2 \u6392\u51fa\u91cf\u524a\u6e1b\u3084\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u8ca2\u732e\u3059\u308b\u3068\u3044\u3046\u70b9\u3067\u3001\u3059\u3067\u306b\u305d\u306e\u4fa1\u5024\u304c\u8a8d\u3081\u3089\u308c\u3001\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3055\u308c\u59cb\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001AI \u306f\u3069\u306e\u3088\u3046\u306b\u4f01\u696d\u306e\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u5411\u4e0a\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u4f01\u696d\u6d3b\u52d5\u306b\u304a\u3044\u3066\u591a\u91cf\u306e CO2 \u304c\u6392\u51fa\u3055\u308c\u308b\u751f\u7523\u6d3b\u52d5\u3001\u4f8b\u3048\u3070\u88fd\u9020\u696d\u306b\u304a\u3044\u3066\u3001\u5de5\u5834\u306e\u751f\u7523\u904e\u7a0b\u306b\u304a\u3051\u308b\u5de5\u7a0b\u6570\u306e\u4f4e\u6e1b\u3084\u5de5\u7a0b\u6bce\u306e\u6642\u9593\u77ed\u7e2e\u306b AI \u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u751f\u7523\u3057\u305f\u88fd\u54c1\u3092\u8f38\u9001\u30fb\u914d\u9001\u3059\u308b\u904e\u7a0b\u306b\u304a\u3044\u3066\u3082\u3001\u6700\u3082\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u304c\u9ad8\u3044\u7d4c\u8def\u306e\u7b97\u51fa\u3084\u3001\u5728\u5eab\u3092\u914d\u7f6e\u3059\u308b\u62e0\u70b9\u306e\u7b97\u51fa\u306a\u3069\u306b\u3082 AI \u304c\u591a\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u547c\u3070\u308c\u308b\u3001IoT \u3084 AI\u3001AR\/MR \u306a\u3069\u306e\u6280\u8853\u3092\u7528\u3044\u3066\u4eee\u60f3\u7684\u306b\u7269\u7406\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u624b\u6cd5\u3082\u63a1\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u81ea\u793e\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b CO2 \u6392\u51fa\u91cf\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u3082 AI \u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u6750\u6599\u3084\u90e8\u54c1\u306e\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u3001\u8f38\u9001\u696d\u8005\u3001\u3055\u3089\u306b\u306f\u81ea\u793e\u88fd\u54c1\u306e\u5ddd\u4e0b\u30e6\u30fc\u30b6\u30fc\u306a\u3069\u3001\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u306e\u3042\u3089\u3086\u308b\u90e8\u5206\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u4e0d\u8db3\u3059\u308b\u30c7\u30fc\u30bf\u3092 AI \u306b\u3088\u308b\u63a8\u8ad6\u3067\u88dc\u3044\u306a\u304c\u3089\u6392\u51fa\u91cf\u306e\u8fd1\u4f3c\u5024\u3092\u63a8\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u3053\u3053\u6570\u5e74\u3067 AI \u306f\u3001\u3053\u308c\u307e\u3067\u306e\u52b9\u7387\u5316\u306b\u3088\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u3044\u3046\u89b3\u70b9\u3088\u308a\u3082\u3001\u3044\u304b\u306b CO2 \u6392\u51fa\u91cf\u3092\u628a\u63e1\u3057\u6e1b\u3089\u3059\u304b\u3068\u3044\u3046\u7528\u9014\u3067\u3082 AI \u304c\u7528\u3044\u3089\u308c\u308b\u3088\u3046\u306b\u5909\u5316\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u524d\u8ff0\u306e\u3088\u3046\u306b\u3001CO2 \u6392\u51fa\u91cf\u306e\u4f4e\u6e1b\u3001\u628a\u63e1\u3092\u542b\u3080\u4f01\u696d\u6d3b\u52d5\u306e\u3042\u3089\u3086\u308b\u90e8\u5206\u306b\u304a\u3044\u3066 AI \u306e\u6d3b\u7528\u304c\u306a\u3055\u308c\u308b\u4e00\u65b9\u3067\u3001\u300cAI \u3092\u52d5\u304b\u3059\u4e8b\u300d\u81ea\u4f53\u306e\u5fc5\u8981\u30a8\u30cd\u30eb\u30ae\u30fc\u5897\u5927\u3082\u307e\u305f\u3001\u8ab2\u984c\u3068\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI \u3092\u30d9\u30fc\u30b9\u3068\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u305f\u3081\u3001\u591a\u91cf\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3092\u7a3c\u50cd\u3059\u308b\u96fb\u529b\u3068\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3092\u51b7\u5374\u3059\u308b\u305f\u3081\u306e\u96fb\u529b\u306b\u5bfe\u3059\u308b\u4f9d\u5b58\u5ea6\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4f01\u696d\u5185\u3067 AI \u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u4f01\u696d\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u4f7f\u7528\u91cf\u304c\u5897\u52a0\u3057\u3001\u7d50\u679c\u7684\u306b CO2 \u6392\u51fa\u91cf\u304c\u5897\u5927\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>2019 \u5e74\u306b\u30de\u30b5\u30c1\u30e5\u30fc\u30bb\u30c3\u30c4\u5927\u5b66\u306e\u7814\u7a76\u8005\u306f\u3001\u6700\u5148\u7aef\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b66\u7fd2\u3055\u305b\u3066\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5fc5\u8981\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u304c\u3001\u30a2\u30e1\u30ea\u30ab\u306e\u81ea\u52d5\u8eca\u306e\u751f\u6daf\u6392\u51fa\u91cf\u306e 5 \u500d\u306b\u76f8\u5f53\u3059\u308b\u4e8c\u9178\u5316\u70ad\u7d20\u3084\u3001\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u30fb\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u9593\u306e\u5f80\u5fa9\u822a\u7a7a\u5238 300 \u56de\u5206\u306b\u76f8\u5f53\u3059\u308b\u4e8c\u9178\u5316\u70ad\u7d20\u304c\u767a\u751f\u3059\u308b\u3068\u3044\u3046\u6210\u679c\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"attachment-full size-full webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4.jpg\" alt=\"CO2 \u6392\u51fa\u91cf\u30d9\u30f3\u30c1\u30de\u30fc\u30af\" width=\"795\" height=\"683\" data-orig-srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4.jpg 795w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4-300x258.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4-768x660.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4-291x250.jpg 291w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4-330x284.jpg 330w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4-400x344.jpg 400w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture4.jpg\" \/><\/p>\n<p>\u51fa\u5178: CO2 emission benchmarks &#8211; UNIVERSITY OF MASSACHUSETTS<\/p>\n<p>\u5b9f\u969b\u3001\u6975\u3081\u3066\u512a\u79c0\u306a\u81ea\u7136\u8a00\u8a9e\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30e2\u30c7\u30eb\u3067\u3042\u308b\u300cGPT-3\u300d\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u51e6\u7406\u306b\u304a\u3044\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u306e\u898f\u6a21\u306f\u304b\u306a\u308a\u5927\u304d\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002GPT-3 \u306e\u7814\u7a76\u3067\u7528\u3044\u3089\u308c\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306f 1,750 \u5104\u500b\u3068\u306a\u308a\u3001\u3053\u308c\u306f\u524d\u8eab\u306e GPT-2 \u306e 100 \u500d\u306e\u898f\u6a21\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"attachment-full size-full webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5.png\" alt=\"comparison of number of parameters of recent popular pre trained NLP models\" width=\"846\" height=\"519\" data-orig-srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5.png 846w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5-300x184.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5-768x471.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5-330x202.png 330w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5-800x491.png 800w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5-400x245.png 400w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture5.png\" \/><\/p>\n<p>\u51fa\u5178: <a href=\"https:\/\/towardsdatascience.com\/gpt-3-the-new-mighty-language-model-from-openai-a74ff35346fc\" target=\"_blank\" rel=\"noopener\" aria-label=\"GPT-3: The New Mighty Language Model from OpenAI \u30da\u30fc\u30b8\u3078\u9077\u79fb\">GPT-3: The New Mighty Language Model from OpenAI<\/a><\/p>\n<p>GPT-3 \u306e\u6b21\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3042\u308b GPT-4 \u3067\u306f\u3001\u3055\u3089\u306b 100 \u500d\u4ee5\u4e0a\u3082\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u7528\u3044\u3089\u308c\u308b\u3053\u3068\u306b\u306a\u308b\u3068\u3082\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u3001\u7279\u306b\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306e\u4e0a\u6607 (\u3068\u305d\u308c\u306b\u4f34\u3046 CO2 \u6392\u51fa\u91cf\u306e\u4e0a\u6607) \u306f\u3001\u74b0\u5883\u8ca0\u8377\u4f4e\u6e1b\u306e\u89b3\u70b9\u304b\u3089\u7121\u8996\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7814\u7a76\u306b\u5fc5\u8981\u3068\u3055\u308c\u308b\u8a08\u7b97\u91cf\u306f\u3001\u6570\u30ab\u6708\u3054\u3068\u306b\u500d\u5897\u3057\u3066\u3044\u308b\u3068\u3082\u8a00\u308f\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b5\u30a4\u30ba\u304c\u5897\u5927\u3057\u7d9a\u3051\u3066\u3044\u308b\u3053\u3068\u306b\u8d77\u56e0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3042\u308b\u9650\u308a\u306e\u81a8\u5927\u306a\u8a08\u7b97\u80fd\u529b\u3092\u7528\u3044\u3066\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3088\u3046\u3068\u3059\u308b AI \u306f\u3001\u201d\u30ec\u30c3\u30c9 AI\u201d \u3068\u547c\u3070\u308c\u307e\u3059\u3002\u7cbe\u5ea6\u5411\u4e0a\u306b\u3088\u3063\u3066 AI \u6027\u80fd\u306e\u9650\u754c\u304c\u62bc\u3057\u4e0a\u3052\u3089\u308c\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u3088\u308a\u793e\u4f1a\u306b\u5f79\u7acb\u3064\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u304c\u751f\u307f\u51fa\u3055\u308c\u308b\u3053\u3068\u306f\u6b53\u8fce\u3055\u308c\u308b\u3079\u304d\u3053\u3068\u3067\u3059\u3002\u3057\u304b\u3057\u4e00\u65b9\u3067\u3001\u30b3\u30b9\u30c8\u5897\u5927\u306b\u3088\u3063\u3066\u3001\u7279\u306b\u8cc7\u91d1\u529b\u306e\u3042\u308b\u4f01\u696d\u3084\u5927\u5b66\u306e\u7814\u7a76\u6a5f\u95a2\u306e\u307f\u304c\u5148\u7aef\u7684\u306a\u7814\u7a76\u306b\u7740\u624b\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u3084\u3001\u307e\u305f\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306e\u4e0a\u6607\u306b\u3088\u308a\u74b0\u5883\u8ca0\u8377\u304c\u5897\u5927\u3059\u308b\u70b9\u306f\u5927\u304d\u306a\u8ab2\u984c\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u304c\u6975\u3081\u3066\u9ad8\u3044\u4eba\u9593\u306e\u8133\u306e\u52d5\u304d\u306b\u7740\u60f3\u3092\u5f97\u305f\u3053\u3068\u3092\u8003\u3048\u308b\u3068\u3001\u3053\u308c\u306f\u5927\u5909\u76ae\u8089\u306a\u3053\u3068\u3067\u3059\u3002AI \u306f\u793e\u4f1a\u306b\u6b20\u304b\u305b\u306a\u3044\u3082\u306e\u3067\u3042\u308b\u3068\u540c\u6642\u306b\u3001AI \u306e\u767a\u5c55\u306f\u5730\u7403\u74b0\u5883\u306b\u5927\u304d\u306a\u8ca0\u8377\u3092\u4e0e\u3048\u308b\u3053\u3068\u306b\u3082\u306a\u308b\u308f\u3051\u3067\u3059\u304c\u3001\u3053\u306e\u76f8\u53cd\u3059\u308b\u4e8b\u8c61\u3092\u3069\u3046\u306b\u304b\u3057\u3066\u89e3\u6d88\u3057\u3066\u3044\u304b\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30ec\u30c3\u30c9 AI \u306b\u5bfe\u3057\u3066\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u91cf\u3092\u8003\u616e\u3057\u306a\u304c\u3089 AI \u3092\u53ef\u80fd\u306a\u9650\u308a\u7701\u30a8\u30cd\u30eb\u30ae\u30fc\u3067\u4f7f\u3046\u305f\u3081\u306e\u7814\u7a76\u3042\u308b\u3044\u306f\u624b\u6cd5\u306f \u201c\u30b0\u30ea\u30fc\u30f3 AI\u201d \u3068\u547c\u3070\u308c\u3001\u3055\u307e\u3056\u307e\u306a\u53d6\u7d44\u307f\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8ffd\u6c42<\/h2>\n<p>AI \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6539\u826f\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u52b9\u7387\u6027\u3092\u9ad8\u3081\u3001\u51e6\u7406\u306b\u5fc5\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u524a\u6e1b\u3057\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3088\u308a\u5c11\u306a\u3044\u5b66\u7fd2\u91cf\u3084\u5c11\u306a\u3044\u52fe\u914d\u30b9\u30c6\u30c3\u30d7\u3067\u3001\u540c\u7b49\u304b\u3064\u5fc5\u8981\u5341\u5206\u306a\u6027\u80fd\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u6539\u826f\u3092\u884c\u3046\u306e\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fb\u30b5\u30fc\u30c1 (NAS) \u3092\u7528\u3044\u308b\u3068\u3001\u4eba\u9593\u306e\u624b\u306b\u3088\u308b\u691c\u7d22\u3084\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u898b\u3064\u3051\u3089\u308c\u306a\u3044\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>NAS \u306f\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001\u8a08\u7b97\u52b9\u7387\u3084 CO2 \u6392\u51fa\u6291\u5236\u5ea6\u306e\u9ad8\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5f97\u3089\u308c\u3001\u305d\u308c\u304c\u4f55\u5ea6\u3082\u5b9f\u884c\u3055\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308c\u3070\u3001\u9577\u671f\u7684\u306a\u7bc0\u7d04\u52b9\u679c\u304c\u77ed\u671f\u7684\u306a\u30b3\u30b9\u30c8\u3092\u4e0a\u56de\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>AI \u30c1\u30c3\u30d7\u306b\u3088\u308b\u51e6\u7406\u5b9f\u884c<\/h2>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4eba\u5de5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (ANN) \u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7528\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305f\u534a\u5c0e\u4f53 (AI \u30c1\u30c3\u30d7\u3068\u547c\u3070\u308c\u308b) \u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u6c4e\u7528\u54c1\u3067\u3042\u308b CPU \u3092\u7528\u3044\u308b\u3088\u308a\u3082\u9065\u304b\u306b\u512a\u308c\u305f\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002AI \u30c1\u30c3\u30d7\u306f\u3001\u6c4e\u7528 CPU \u304c\u82e6\u624b\u3068\u3059\u308b\u591a\u6570\u306e\u5358\u7d14\u304b\u3064\u4e26\u5217\u306a\u6f14\u7b97\u51e6\u7406\u3092\u975e\u5e38\u306b\u9ad8\u901f\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u5c02\u7528\u306e\u534a\u5c0e\u4f53\u306f\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30c1\u30c3\u30d7\u3068\u3082\u547c\u3070\u308c\u3001\u73fe\u5728\u306f\u300cAI \u30c1\u30c3\u30d7\u306e\u30ab\u30f3\u30d6\u30ea\u30a2\u7d00\u7206\u767a\u300d\u3068\u3082\u547c\u3070\u308c\u308b\u307b\u3069\u3001\u5b9f\u306b\u591a\u7a2e\u591a\u69d8\u306a\u88fd\u54c1\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u3088\u308b AI \u51e6\u7406\u306e\u5b9f\u884c<\/h2>\n<p>\u74b0\u5883\u306b\u512a\u3057\u3044 AI \u306b\u3059\u308b\u3068\u3044\u3046\u70b9\u3067\u306f\u3001\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u6d3b\u7528\u3082\u6709\u52b9\u306a\u624b\u6bb5\u306e 1 \u3064\u3067\u3059\u3002\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u969b\u3001\u3067\u304d\u308b\u3060\u3051\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u4f9b\u7d66\u3092\u53d7\u3051\u3084\u3059\u3044\u5730\u57df\u306b\u8a2d\u7f6e\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3082\u3063\u3068\u3082\u3001\u6700\u8fd1\u3067\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u591a\u91cf\u306e\u8a08\u7b97\u8cc7\u6e90\u3092\u4f7f\u3046\u51e6\u7406\u306f\u3001\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9\u3092\u63d0\u4f9b\u3059\u308b\u30d9\u30f3\u30c0\u30fc\u306f\u3001\u5c02\u7528\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf (GPU) \u3068\u9ad8\u901f\u30fb\u5927\u5bb9\u91cf\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u5229\u7528\u306a\u53ef\u80fd\u306a\u74b0\u5883\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6700\u5c0f\u9650\u306e\u6295\u8cc7\u3067\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306f\u3001\u53ef\u80fd\u306a\u9650\u308a\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u3067\u96fb\u529b\u3092\u8cc4\u3046\u3088\u3046\u306b\u6539\u5584\u304c\u306a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001Azure \u306f 2012 \u5e74\u306e\u6642\u70b9\u3067\u3059\u3067\u306b 100% \u30ab\u30fc\u30dc\u30f3\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u3092\u9054\u6210\u3057\u3066\u3044\u307e\u3059\u304c\u30012025 \u5e74\u307e\u3067\u306b\u306f 100% \u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u3067\u7a3c\u50cd\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001AI \u51e6\u7406\u306b\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u305d\u306e\u307e\u307e CO2 \u6392\u51fa\u91cf\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u307e\u305f\u3001\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306f\u4e16\u754c\u7684\u306b\u5730\u7406\u7684\u306b\u5206\u6563\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u62e0\u70b9\u3054\u3068\u306b CO2 \u6392\u51fa\u91cf\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u7406\u8ad6\u7684\u306b\u306f\u3001\u300c\u6700\u3082 CO2 \u6392\u51fa\u91cf\u304c\u5c11\u306a\u3044\u5730\u57df\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306b\u3066\u3001CO2 \u6392\u51fa\u91cf\u304c\u5c11\u306a\u3044\u6642\u9593\u5e2f\u3092\u9078\u3093\u3067\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u300d\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306f\u3001<a href=\"http:\/\/azure-uw-cli-2021.azurewebsites.net\/home\" target=\"_blank\" rel=\"noopener\" aria-label=\"Microsoft Azure GreenAI Carbon-Intensity API \u30da\u30fc\u30b8\u3078\u9077\u79fb\">Azure GreenAI Carbon-Intensity API<\/a> \u3068\u3044\u3046\u540d\u79f0\u3067\u3001\u6700\u3082\u74b0\u5883\u306b\u512a\u3057\u3044\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3092\u63d0\u6848\u3059\u308b\u4ee5\u4e0b\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30de\u30f3\u30c9\u30b7\u30d5\u30c6\u30a3\u30f3\u30b0<\/strong><\/li>\n<\/ul>\n<p>\u691c\u7d22\u3067\u8a31\u53ef\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u4e2d\u304b\u3089\u6700\u3082\u74b0\u5883\u306b\u512a\u3057\u3044\u51e6\u7406\u306e\u958b\u59cb\u6642\u9593\u3092\u63d0\u6848\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u30013 \u3064\u306e\u30b7\u30d5\u30c6\u30a3\u30f3\u30b0\u30bf\u30a4\u30d7\u306e\u4e2d\u3067\u6700\u3082 CO2 \u524a\u6e1b\u52b9\u679c\u304c\u9ad8\u3044\u7d50\u679c\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30b8\u30aa\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30fb\u30b7\u30d5\u30c6\u30a3\u30f3\u30b0<\/strong><\/li>\n<\/ul>\n<p>CO2 \u524a\u6e1b\u304c\u53ef\u80fd\u306a\u4ed6\u5730\u57df\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u7528\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3092\u691c\u7d22\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30bf\u30a4\u30e0\u30b7\u30d5\u30c6\u30a3\u30f3\u30b0<\/strong><\/li>\n<\/ul>\n<p>\u6307\u5b9a\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u6700\u3082\u74b0\u5883\u306b\u512a\u3057\u3044\u51e6\u7406\u306e\u958b\u59cb\u6642\u9593\u3092\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"attachment-full size-full webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6.png\" alt=\"Azure GreenAI Carbon-Intensity API \u30bf\u30a4\u30e0\u30b7\u30d5\u30c6\u30a3\u30f3\u30b0\u306e\u4e88\u6e2c\u7d50\u679c\u4f8b\" width=\"941\" height=\"653\" data-orig-srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6.png 941w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6-300x208.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6-768x533.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6-330x229.png 330w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6-800x555.png 800w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6-400x278.png 400w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture6.png\" \/><\/p>\n<p>Azure GreenAI Carbon-Intensity API \u30bf\u30a4\u30e0\u30b7\u30d5\u30c6\u30a3\u30f3\u30b0\u306e\u4e88\u6e2c\u7d50\u679c\u4f8b<\/p>\n<h2>\u3088\u308a\u6b63\u78ba\u306a\u30b3\u30b9\u30c8\u4e88\u6e2c<\/h2>\n<p>\u5b9f\u884c\u3059\u308b AI \u306e\u30b0\u30ea\u30fc\u30f3\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3088\u308a\u6b63\u78ba\u306a\u30b3\u30b9\u30c8\u4e88\u6e2c\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u984d\u7684\u306a\u9762\u3067\u4e88\u6e2c\u3059\u308b\u3053\u3068\u306b\u52a0\u3048\u3066\u3001CO2 \u6392\u51fa\u306e\u9762\u3067\u3088\u308a\u6b63\u78ba\u306b\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u300cAI \u306e\u6027\u80fd\u3068\u52b9\u7387\u6027\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u300d\u3092\u3088\u308a\u660e\u78ba\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/mlco2.github.io\/impact\/\" target=\"_blank\" rel=\"noopener\" aria-label=\"ML CO2 IMPACT \u30da\u30fc\u30b8\u3078\u9077\u79fb\">Machine Learning CO2 Impact Calculator<\/a> \u306e\u3088\u3046\u306a\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u3084 <a href=\"https:\/\/codecarbon.io\/\" target=\"_blank\" rel=\"noopener\" aria-label=\"CodeCarbon \u30da\u30fc\u30b8\u3078\u9077\u79fb\">CodeCarbon<\/a> \u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30af\u30e9\u30a6\u30c9\u3067\u5b9f\u884c\u3059\u308b\u51e6\u7406\u306e CO2 \u6392\u51fa\u91cf\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002CodeCarbon \u306e\u3088\u3046\u306a SDK \u57cb\u8fbc\u307f\u578b\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c9\u5b9f\u884c\u3068 CO2 \u6392\u51fa\u91cf\u8a08\u6e2c\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u884c\u3048\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u3084\u30b7\u30b9\u30c6\u30e0\u7ba1\u7406\u8005\u306b\u3068\u3063\u3066\u306f\u3088\u308a\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u306b\u3088\u308b CO2 \u6392\u51fa\u91cf\u3092\u3088\u308a\u6b63\u3057\u304f\u628a\u63e1\u3059\u308b\u306b\u306f\u3001\u30b9\u30b3\u30fc\u30d7 1\u30fb2 \u3060\u3051\u3067\u306a\u304f\u30b9\u30b3\u30fc\u30d7 3 \u306e\u6392\u51fa\u91cf\u3092\u628a\u63e1\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9 \u30d9\u30f3\u30c0\u30fc\u3082\u3053\u306e\u554f\u984c\u610f\u8b58\u306b\u5bfe\u5fdc\u3057\u59cb\u3081\u3066\u304a\u308a\u3001Azure \u306b\u5bfe\u5fdc\u3059\u308b <a href=\"https:\/\/appsource.microsoft.com\/ja\/product\/power-bi\/coi-sustainability.sustainability_calculator_public_preview\" target=\"_blank\" rel=\"noopener\" aria-label=\"Microsoft Sustainability Calculator \u30da\u30fc\u30b8\u3078\u9077\u79fb\">Microsoft Sustainability Calculator<\/a> \u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"attachment-large size-large webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-1024x534.webp\" alt=\"Microsoft Sustainability Calculator\" width=\"1024\" height=\"534\" data-orig-srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-1024x534.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-300x157.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-768x401.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-330x172.png 330w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-800x417.png 800w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-400x209.png 400w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7.png 1292w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/12\/2021\/09\/Picture7-1024x534.png\" \/><\/p>\n<p>Microsoft Sustainability Calculator<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f CO2 \u6392\u51fa\u91cf\u3092\u7b97\u51fa\u3057\u3066\u304f\u308c\u307e\u3059\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f\u3001\u4f55\u304b\u3057\u3089\u6392\u51fa\u91cf\u306e\u524a\u6e1b\u306b\u3064\u306a\u3052\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u307e\u3067\u306f\u81f3\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u958b\u767a\u8005\u3084\u30b7\u30b9\u30c6\u30e0\u7ba1\u7406\u8005\u304c\u3088\u308a\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u7a4d\u6975\u7684\u306b\u4f7f\u3046\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u3088\u308a\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u50cd\u304d\u304b\u3051\u308b\u30b9\u30de\u30fc\u30c8\u306a\u30c4\u30fc\u30eb\u3078\u9032\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>AI \u306b\u5bfe\u3059\u308b\u793e\u4f1a\u7684\u306a\u9700\u8981\u306f\u4eca\u5f8c\u3082\u9ad8\u307e\u308a\u7d9a\u3051\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001AI \u81ea\u8eab\u306e\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u306e\u305f\u3081\u306b\u306f\u3001AI \u306e\u6210\u679c\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u304f\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305d\u3057\u3066\u307e\u305f\u3001AI \u3092\u6d3b\u7528\u3059\u308b\u3042\u3089\u3086\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3044\u3066\u300c\u305d\u308c\u306f\u30b0\u30ea\u30fc\u30f3\u306a AI \u74b0\u5883\u3067\u7a3c\u50cd\u3057\u3066\u3044\u308b\u304b?\u300d\u3068\u3044\u3046\u70b9\u3092\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u6642\u4ee3\u304c\u3084\u3063\u3066\u304f\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2021 \u5e74 8 \u6708 21 \u65e5\u3001\u300c\u6a19\u9ad8 3,000m \u8d85\u306e\u30b0\u30ea\u30fc\u30f3\u30e9\u30f3\u30c9\u5c71\u9802\u3067\u53f2\u4e0a\u521d\u306e\u964d\u96e8\u3092\u89b3\u6e2c\u300d\u3068\u3044\u3046\u30b7\u30e7\u30c3\u30ad\u30f3\u30b0\u306a\u30cb\u30e5\u30fc\u30b9\u304c\u4e16\u754c\u3092\u99c6\u3051\u5de1\u308a\u307e\u3057\u305f\u3002\u901a\u5e38\u306f\u6c17\u6e29 0 \u5ea6\u3092\u4e0b\u56de\u308b\u3053\u3068\u304c\u306a\u3044\u5834\u6240\u306b\u304a\u3044\u3066\u3001\u5b9f\u306b 9 \u6642\u9593\u306b\u308f\u305f\u3063\u3066 0 \u5ea6\u3092\u4e0a\u56de\u3063\u305f\u306e\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001CO2 \u306a\u3069\u306e\u6e29\u5ba4\u52b9\u679c\u30ac\u30b9\u306e\u6025\u5897\u306b\u3088\u308b\u5730\u7403\u6e29\u6696\u5316\u306e\u8105\u5a01\u306f\u3059\u3067\u306b\u73fe\u5b9f\u306e\u3082\u306e\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u306f\u305d\u306e\u6d3b\u52d5\u306b\u304a\u3044\u3066\u53ef\u80fd\u306a\u9650\u308a\u306e\u3042\u3089\u3086\u308b\u5bfe\u5fdc\u3092\u6c42\u3081\u3089\u308c\u308b\u6642\u4ee3\u306b\u306a\u308a\u307e\u3057\u305f\u3002.<\/p>\n","protected":false},"author":382,"featured_media":18870,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","footnotes":""},"categories":[67,47],"post_tag":[],"content-type":[],"coauthors":[245],"class_list":["post-18867","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-microsoft-in-business","category-financial-services"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u305d\u306e AI \u306f\u30b0\u30ea\u30fc\u30f3\u304b? 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