{"id":7230,"date":"2024-06-03T16:29:31","date_gmt":"2024-06-03T21:29:31","guid":{"rendered":"http:\/\/skimai.com\/?p=7230"},"modified":"2024-06-03T16:31:46","modified_gmt":"2024-06-03T21:31:46","slug":"%e3%83%9e%e3%83%ab%e3%83%81%e3%83%a2%e3%83%bc%e3%83%80%e3%83%abai%e3%81%ae%e3%83%a6%e3%83%bc%e3%82%b9%e3%82%b1%e3%83%bc%e3%82%b9%e3%81%a8%e3%81%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/","title":{"rendered":"\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3068\u306f\u4f55\u304b\uff0b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9"},"content":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd\u306f\u305d\u306e\u8a95\u751f\u304b\u3089\u5927\u304d\u304f\u9032\u5316\u3057\u3001\u5358\u7d14\u306a\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304b\u3089\u3001\u4eba\u9593\u306e\u77e5\u80fd\u306e\u3042\u308b\u5074\u9762\u3092\u5fe0\u5b9f\u306b\u6a21\u5023\u3057\u305f\u3088\u308a\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3078\u3068\u5909\u9077\u3057\u3066\u304d\u305f\u3002\u3053\u306e\u9032\u5316\u306b\u304a\u3051\u308b\u6975\u3081\u3066\u91cd\u8981\u306a\u9032\u5c55\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u767b\u5834\u3067\u3042\u308b\u3002 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class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#The_Limitations_of_Unimodal_AI_Systems\" >\u30e6\u30cb\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u306e\u9650\u754c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#ChatGPT_as_a_Multimodal_AI_System\" >\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306eChatGPT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#How_We_Arrived_at_Multimodal_Learning_and_AI_Models\" 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href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#1_Healthcare_Improved_Diagnostics_and_Patient_Care\" >1.\u30d8\u30eb\u30b9\u30b1\u30a2\u8a3a\u65ad\u3068\u60a3\u8005\u30b1\u30a2\u306e\u6539\u5584<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#2_Retail_and_Customer_Service_Personalized_Experiences\" >2.\u5c0f\u58f2\u3068\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#3_Education_Interactive_and_Adaptive_Learning\" >3.\u6559\u80b2\u53cc\u65b9\u5411\u5b66\u7fd2\u3068\u9069\u5fdc\u5b66\u7fd2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#4_Security_and_Surveillance_Enhanced_Monitoring\" >4.\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u76e3\u8996\u76e3\u8996\u306e\u5f37\u5316<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#Navigating_Challenges_and_Ethics_in_Multimodal_AI\" >\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306b\u304a\u3051\u308b\u8ab2\u984c\u3068\u502b\u7406\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/skimai.com\/ja\/what-is-multimodal-ai-use-cases-for-multimodal-ai\/#Embracing_Multimodal_AI_Systems\" 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start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u5206\u91ce\u3067\u306e\u5927\u304d\u306a\u98db\u8e8d\u3092\u610f\u5473\u3059\u308b\u3002\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u3068\u3044\u3063\u305f\u5358\u4e00\u306e\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u5165\u529b\u3067\u52d5\u4f5c\u3059\u308b\u5f93\u6765\u306eAI\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u7570\u306a\u308a\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u69d8\u3005\u306a\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u3092\u540c\u6642\u306b\u7d71\u5408\u3057\u3001\u89e3\u91c8\u3059\u308b\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u8907\u6570\u306e\u611f\u899a\u3092\u4f7f\u3063\u3066\u4e16\u754c\u3092\u77e5\u899a\u30fb\u7406\u89e3\u3059\u308b\u4eba\u9593\u306e\u611f\u899a\u51e6\u7406\u306b\u4f3c\u3066\u3044\u308b\u3002<\/p>\n\n\n<p style=\"text-align: start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u6838\u5fc3\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7570\u306a\u308b\u30e2\u30c0\u30ea\u30c6\u30a3\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u30fb\u5206\u6790\u3059\u308b\u80fd\u529b\u306b\u3042\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30c6\u30ad\u30b9\u30c8<\/strong> \u66f8\u304d\u8a00\u8449\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u89e3\u91c8\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u753b\u50cf<\/strong> \u5199\u771f\u3084\u30d3\u30c7\u30aa\u304b\u3089\u8996\u899a\u7684\u8981\u7d20\u3092\u5206\u6790\u3059\u308b<\/p><\/li><li><p><strong>\u97f3\u304c\u3059\u308b\uff1a<\/strong> \u97f3\u58f0\u304b\u3089\u74b0\u5883\u30ce\u30a4\u30ba\u307e\u3067\u3001\u97f3\u58f0\u5165\u529b\u3092\u7406\u89e3\u3059\u308b\u3002<\/p><\/li>\n<\/ul>\n\n\n<p style=\"text-align: start\">\u3053\u308c\u3089\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u306f\u3088\u308a\u5168\u4f53\u7684\u306a\u8996\u91ce\u3092\u7372\u5f97\u3057\u3001\u3088\u308a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u3001\u6587\u8108\u306b\u5373\u3057\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Contrasting_with_Unimodal_AI_Systems\"><\/span><strong>\u30e6\u30cb\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u5bfe\u6bd4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: start\">\u5f93\u6765\u306e\u4eba\u5de5\u77e5\u80fd\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3057\u3070\u3057\u3070\u30e6\u30cb\u30e2\u30fc\u30c0\u30eb\u30b7\u30b9\u30c6\u30e0\u3068\u547c\u3070\u308c\u3001\u5358\u4e00\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u304b\u3089\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u9650\u5b9a\u3055\u308c\u3066\u3044\u308b\u3002\u4f8b\u3048\u3070\u3001\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306eAI\u306f\u66f8\u304b\u308c\u305f\u8a00\u8a9e\u306e\u307f\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u306b\u53cd\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u753b\u50cf\u8a8d\u8b58AI\u306f\u8996\u899a\u30c7\u30fc\u30bf\u306e\u307f\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u7279\u5b9a\u306e\u9818\u57df\u3067\u306f\u52b9\u7387\u7684\u3060\u304c\u3001\u6b21\u306e\u3088\u3046\u306a\u80fd\u529b\u304c\u306a\u3044\u3002 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ae%e5%8f%af%e8%83%bd%e6%80%a7%e3%82%92%e6%9c%80%e5%a4%a7%e9%99%90%e3%81%ab%e5%bc%95%e3%81%8d%e5%87%ba%e3%81%99-llms%e3%81%a8%e4%bc%81%e6%a5%ad%e3%83%87\/\">\u7d71\u5408<\/a> \u8907\u6570\u306e\u60c5\u5831\u6e90\u304b\u3089\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u306f\u3001\u7406\u89e3\u3068\u5fdc\u7528\u3092\u5236\u9650\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/p>\n\n\n<p style=\"text-align: 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start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u79fb\u884c\u306f\u3001\u3088\u308a\u4eba\u9593\u306e\u8a8d\u77e5\u80fd\u529b\u306b\u8fd1\u3044AI\u3092\u4f5c\u308b\u4e0a\u3067\u91cd\u8981\u306a\u9032\u6b69\u3067\u3042\u308b\u3002\u4eba\u9593\u306f\u8907\u6570\u306e\u611f\u899a\u3092\u4f7f\u3063\u3066\u81ea\u7136\u306b\u4e16\u754c\u3092\u89e3\u91c8\u3059\u308b\u304c\u3001\u540c\u3058\u3053\u3068\u304c\u3067\u304d\u308bAI\u306f\u3001\u3088\u308a\u4eba\u9593\u306b\u8fd1\u3044\u65b9\u6cd5\u3067\u74b0\u5883\u3092\u7406\u89e3\u3057\u3001\u5bfe\u8a71\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u80fd\u529b\u306b\u3088\u308a\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001\u5fae\u5999\u306a\u7406\u89e3\u3068\u76f8\u4e92\u4f5c\u7528\u304c\u91cd\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u306a\u5b58\u5728\u3068\u306a\u308b\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/multimodal-ai-1-1.jpg\" \/>\n<\/figure>\n\n\n<h3 class=\"has-text-align-left wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Limitations_of_Unimodal_AI_Systems\"><\/span><strong>\u30e6\u30cb\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u306e\u9650\u754c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: start\">1\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u5165\u529b\uff08\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306a\u3069\uff09\u306e\u307f\u3092\u51e6\u7406\u3059\u308b\u30e6\u30cb\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5927\u304d\u306a\u5236\u9650\u306b\u76f4\u9762\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u7279\u5b9a\u306e\u9818\u57df\u5185\u3067\u306f\u975e\u5e38\u306b\u52b9\u679c\u7684\u3067\u3042\u308b\u304c\u3001\u305d\u306e\u7279\u7570\u306a\u7126\u70b9\u306f\u3001\u7406\u89e3\u3068\u89e3\u91c8\u306e\u30ae\u30e3\u30c3\u30d7\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u3053\u306e\u9650\u754c\u306f\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u306b\u307e\u305f\u304c\u308b\u3001\u3088\u308a\u5305\u62ec\u7684\u306a\u7406\u89e3\u3092\u5fc5\u8981\u3068\u3059\u308b\u30b7\u30ca\u30ea\u30aa\u306b\u906d\u9047\u3057\u305f\u3068\u304d\u306b\u660e\u3089\u304b\u306b\u306a\u308b\u3002<\/p>\n\n\n<p style=\"text-align: start\">\u30e6\u30cb\u30e2\u30fc\u30c0\u30ebAI\u306e\u91cd\u8981\u306a\u8ab2\u984c\u306e\u3072\u3068\u3064\u306f\u3001\u4eba\u9593\u306e\u8907\u96d1\u306a\u611f\u899a\u51e6\u7406\u3092\u6a21\u5023\u3067\u304d\u306a\u3044\u3053\u3068\u3060\u3002\u4eba\u9593\u306f\u3001\u8996\u899a\u3001\u8074\u899a\u3001\u89e6\u899a\u3001\u5473\u899a\u3001\u55c5\u899a\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u611f\u899a\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4e16\u754c\u3092\u8a8d\u8b58\u3057\u3001\u76f8\u4e92\u4f5c\u7528\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u591a\u611f\u899a\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u79c1\u305f\u3061\u306e\u74b0\u5883\u3092\u3088\u308a\u8c4a\u304b\u3067\u30cb\u30e5\u30a2\u30f3\u30b9\u8c4a\u304b\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u5bfe\u7167\u7684\u306b\u3001\u30e6\u30cb\u30e2\u30fc\u30c0\u30eb\u306aAI\u30b7\u30b9\u30c6\u30e0\u306f\u300c\u5358\u4e00\u306e\u611f\u899a\u300d\u306b\u5236\u9650\u3055\u308c\u308b\u305f\u3081\u3001\u5b9f\u4e16\u754c\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u6a5f\u80fd\u3084\u5fdc\u7528\u304c\u5236\u9650\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n<p style=\"text-align: start\">\u4f8b\u3048\u3070\u3001\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306eAI\u306f\u8a00\u8a9e\u51e6\u7406\u306b\u512a\u308c\u3066\u3044\u3066\u3082\u3001\u8996\u899a\u7684\u306a\u624b\u304c\u304b\u308a\u3084\u97f3\u58f0\u306e\u30c8\u30fc\u30f3\u5909\u5316\u3092\u89e3\u91c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u540c\u69d8\u306b\u3001\u753b\u50cf\u8a8d\u8b58\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u753b\u50cf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u8b58\u5225\u3067\u304d\u3066\u3082\u3001\u4ed8\u968f\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3084\u97f3\u58f0\u3092\u901a\u3058\u3066\u4f1d\u9054\u3055\u308c\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3067\u304d\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3053\u306e\u3088\u3046\u306a\u9650\u754c\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u304c\u7d61\u307f\u5408\u3046\u8907\u96d1\u306a\u72b6\u6cc1\u306b\u304a\u3044\u3066\u3001\u8aa4\u3063\u305f\u89e3\u91c8\u3084\u4e0d\u5341\u5206\u306a\u5bfe\u5fdc\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n<p style=\"text-align: start\">\u30e6\u30cb\u30e2\u30fc\u30c0\u30ebAI\u306e\u9650\u754c\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u306e\u5fc5\u8981\u6027\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u308b\u3002\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u30e6\u30cb\u30e2\u30fc\u30c0\u30eb\u30b7\u30b9\u30c6\u30e0\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u3092\u3088\u308a\u7dcf\u5408\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001AI\u30b7\u30b9\u30c6\u30e0\u306f\u8907\u96d1\u306a\u30b7\u30ca\u30ea\u30aa\u3092\u3088\u308a\u6b63\u78ba\u306b\u89e3\u91c8\u3057\u3001\u3088\u308a\u52b9\u679c\u7684\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u7570\u306a\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u540c\u6642\u306b\u51e6\u7406\u30fb\u5206\u6790\u3059\u308b\u80fd\u529b\u306f\u3001\u5358\u306a\u308b\u6539\u5584\u3067\u306f\u306a\u304f\u3001AI\u30b7\u30b9\u30c6\u30e0\u3092\u3088\u308a\u9069\u5fdc\u6027\u306e\u9ad8\u3044\u3082\u306e\u306b\u3057\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u591a\u69d8\u306a\u72b6\u6cc1\u306b\u9069\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u9032\u5316\u306a\u306e\u3060\u3002<\/p>\n\n\n<h3 class=\"has-text-align-left wp-block-heading\"><span class=\"ez-toc-section\" id=\"ChatGPT_as_a_Multimodal_AI_System\"><\/span><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306eChatGPT<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: start\"><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/chatgpt%e3%81%ae%e4%b8%80%e8%88%ac%e7%9a%84%e3%81%aa%e5%95%8f%e9%a1%8c\/\">\u30c1\u30e3\u30c3\u30c8GPT<\/a>ChatGPT\u306f\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u30eb\u30fc\u30c4\u304b\u3089\u9032\u5316\u3057\u3001\u73fe\u5728\u3067\u306f\u8907\u6570\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u3092\u53d7\u3051\u5165\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u304cAI\u30e2\u30c7\u30eb\u3068\u5bfe\u8a71\u3059\u308b\u65b9\u6cd5\u3092\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u9032\u6b69\u306f\u3001\u3088\u308a\u5e45\u5e83\u3044\u4eba\u9593\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b9\u30bf\u30a4\u30eb\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308bAI\u306e\u80fd\u529b\u304c\u5927\u304d\u304f\u98db\u8e8d\u3057\u305f\u3053\u3068\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n<p style=\"text-align: start\">ChatGPT\u306f\u73fe\u5728\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u8d85\u3048\u3066\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b3\u3064\u306e\u7570\u306a\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u4eba\u5de5\u77e5\u80fd\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\uff1a<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u306e\u753b\u50cf\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\uff1a<\/strong> \u30e6\u30fc\u30b6\u30fc\u306fChatGPT\u306b\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8996\u899a\u523a\u6fc0\u3092\u5206\u6790\u3057\u3066\u53cd\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u6a5f\u80fd\u306f <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/chatgpt-vision%e3%82%92%e4%bc%81%e6%a5%ad%e3%81%8c%e6%b4%bb%e7%94%a8%e3%81%99%e3%82%8b5%e3%81%a4%e3%81%ae%e6%96%b9%e6%b3%95\/\">ChatGPT\u30d3\u30b8\u30e7\u30f3<\/a>\u30e6\u30fc\u30b6\u30fc\u304c\u5199\u771f\u3092\u30b9\u30ca\u30c3\u30d7\u3057\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u753b\u50cf\u306e\u5185\u5bb9\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u4f1a\u8a71\u306b\u53c2\u52a0\u3067\u304d\u308b\u30ea\u30c3\u30c1\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u58f0\u306e\u30d7\u30ed\u30f3\u30d7\u30c8<\/strong> ChatGPT\u306f\u97f3\u58f0\u5165\u529b\u3068\u97f3\u58f0\u8a8d\u8b58\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u53e3\u982d\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u5165\u529b\u3088\u308a\u3082\u97f3\u58f0\u5165\u529b\u3092\u597d\u3080\u30e6\u30fc\u30b6\u30fc\u3084\u3001\u30cf\u30f3\u30ba\u30d5\u30ea\u30fc\u3067\u306e\u5bfe\u8a71\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p><\/li><li><p><strong>AI\u304c\u751f\u6210\u3059\u308b\u97f3\u58f0\u5fdc\u7b54\uff1a<\/strong> \u30e6\u30fc\u30b6\u30fc\u306f\u3001ChatGPT\u306e\u5fdc\u7b54\u97f3\u58f0\u30925\u3064\u306eAI\u751f\u6210\u97f3\u58f0\u304b\u3089\u9078\u629e\u3067\u304d\u3001\u4f1a\u8a71\u4f53\u9a13\u3092\u5f37\u5316\u3057\u3001\u5bfe\u8a71\u3092\u3088\u308a\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u3067\u9b45\u529b\u7684\u306a\u3082\u306e\u306b\u3057\u307e\u3059\u3002<\/p><\/li>\n<\/ol>\n\n\n<p style=\"text-align: start\">\u753b\u50cf <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af\/\">\u8fc5\u901f<\/a> \u3053\u306e\u6a5f\u80fd\u306f\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u304c\u3001\u97f3\u58f0\u6a5f\u80fd\u306f\u73fe\u5728\u306e\u3068\u3053\u308dAndroid\u3068iOS\u306b\u9650\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%82%b2%e3%83%83%e3%83%88%e3%81%ae10%e3%81%ae%e5%ae%9f%e8%b7%b5%e7%9a%84%e3%82%a2%e3%83%97%e3%83%aa%e3%82%b1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3\/\">ChatGPT\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/a>.<\/p>\n\n\n<p style=\"text-align: start\">\u97f3\u58f0\u51e6\u7406\u3068\u753b\u50cf\u51e6\u7406\u306e\u7d71\u5408\u306b\u3088\u308a\u3001ChatGPT\u306e\u4f1a\u8a71\u80fd\u529b\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u306fChatGPT\u3068\u6d41\u52d5\u7684\u3067\u524d\u5f8c\u306e\u5bfe\u8a71\u304c\u3067\u304d\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u58f0\u3001\u753b\u50cf\u306e\u3044\u305a\u308c\u304b\u3092\u4ecb\u3057\u3066\u5e45\u5e83\u3044\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AI\u306f\u3053\u308c\u3089\u306e\u7570\u306a\u308b\u5165\u529b\u30bf\u30a4\u30d7\u3092\u6587\u8108\u306b\u5fdc\u3058\u3066\u5206\u6790\u3057\u3001\u63d0\u4f9b\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u8003\u616e\u3057\u305f\u5fdc\u7b54\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p style=\"text-align: start\">\u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3001 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e3%82%aa%e3%83%bc%e3%83%97%e3%83%8a%e3%82%a4%e3%83%bb%e3%82%bd%e3%83%a9%e3%81%ab%e9%96%a2%e3%81%99%e3%82%8b10%e3%81%ae%e4%ba%8b%e5%ae%9f%e3%81%a8%e7%9f%a5%e3%81%a3%e3%81%a6%e3%81%8a%e3%81%8f%e3%81%b9\/\">\u30aa\u30fc\u30d7\u30f3AI<\/a> \u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001OpenAI\u306f\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u52d5\u4f5c\u3059\u308b\u97f3\u58f0\u5408\u6210\u30e2\u30c7\u30eb\u3068\u30c6\u30ad\u30b9\u30c8\u5408\u6210\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u97f3\u58f0\u5165\u529b\u304c\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3055\u308c\u3001OpenAI\u306e\u30b3\u30a2\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308bGPT-4\u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u3001\u5fdc\u7b54\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5fdc\u7b54\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u9078\u629e\u3057\u305f\u97f3\u58f0\u3092\u4f7f\u7528\u3057\u3066\u97f3\u58f0\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u30dc\u30a4\u30b9\u30a2\u30fc\u30c6\u30a3\u30b9\u30c8\u3068\u306e\u5171\u540c\u4f5c\u696d\u3067\u4f5c\u3089\u308c\u305f\u3053\u308c\u3089\u306e\u97f3\u58f0\u306e\u5408\u6210\u306f\u3001\u4eba\u9593\u306e\u97f3\u58f0\u3092\u5fe0\u5b9f\u306b\u6a21\u5023\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306b\u30ea\u30a2\u30ea\u30ba\u30e0\u306e\u30ec\u30a4\u30e4\u30fc\u3092\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/multimodal-ai-2.jpg\" \/>\n<\/figure>\n\n\n<h3 class=\"has-text-align-left wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_We_Arrived_at_Multimodal_Learning_and_AI_Models\"><\/span><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5b66\u7fd2\u3068AI\u30e2\u30c7\u30eb\u306b\u305f\u3069\u308a\u7740\u3044\u305f\u7406\u7531<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u8fd1\u5e74\u3001\u8907\u6570\u306e\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u30fb\u89e3\u91c8\u3067\u304d\u308bAI\u30e2\u30c7\u30eb\u306e\u6539\u5584\u306b\u3088\u308a\u3001\u5927\u304d\u306a\u9032\u6b69\u3092\u9042\u3052\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u958b\u767a\u306b\u3088\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306a\u3069\u7570\u306a\u308b\u30e2\u30c0\u30ea\u30c6\u30a3\u3092\u542b\u3080\u8907\u96d1\u306a\u76f8\u4e92\u4f5c\u7528\u3084\u6587\u8108\u3092\u7406\u89e3\u3059\u308bAI\u306e\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Multimodal_AI_Technologies\"><\/span><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u4e3b\u8981\u6280\u8853<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\uff1a<\/strong> NLP\u306f\u3001\u66f8\u304d\u8a00\u8449\u3084\u8a71\u3057\u8a00\u8449\u3092\u7406\u89e3\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6587\u8108\u3084\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u89e3\u91c8\u3067\u304d\u308b\u3088\u3046\u306b\u9032\u5316\u3057\u3066\u304d\u305f\u3002<\/p><\/li><li><p><strong>\u753b\u50cf\u30fb\u6620\u50cf\u89e3\u6790\uff1a<\/strong> AI\u30e2\u30c7\u30eb\u306f\u73fe\u5728\u3001\u8996\u899a\u30e1\u30c7\u30a3\u30a2\u3092\u3088\u308a\u6b63\u78ba\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u7279\u306b\u30c6\u30ad\u30b9\u30c8\u306b\u3088\u308b\u8aac\u660e\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5185\u5bb9\u3084\u6587\u8108\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u97f3\u58f0\u8a8d\u8b58\u3068\u51e6\u7406\uff1a<\/strong> \u97f3\u58f0\u8a8d\u8b58\u306e\u5f37\u5316\u306b\u3088\u308a\u3001AI\u30b7\u30b9\u30c6\u30e0\u306f\u53e3\u8abf\u3084\u611f\u60c5\u7684\u306a\u6587\u8108\u3092\u542b\u3081\u3001\u8a71\u3057\u8a00\u8449\u3092\u3088\u308a\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002<\/p><\/li>\n<\/ul>\n\n\n<p style=\"text-align: start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u672a\u6765\u306f\u3001\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u3088\u308a\u6d17\u7df4\u3055\u308c\u308b\u306b\u3064\u308c\u3066\u3001\u4eba\u9593\u3068\u6a5f\u68b0\u306e\u76f8\u4e92\u4f5c\u7528\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u3055\u3089\u306b\u57cb\u3081\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5171\u611f\u7684\u3067\u76f4\u611f\u7684\u306aAI\u306b\u3064\u306a\u304c\u308b\u3060\u308d\u3046\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Real-World_Impact_of_Multimodal_AI\"><\/span><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u5b9f\u793e\u4f1a\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: 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class=\"wp-block-list\">\n<li><p><strong>\u8105\u5a01\u306e\u691c\u51fa\uff1a<\/strong> \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5206\u91ce\u3067\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306f\u97f3\u58f0\u30a2\u30e9\u30fc\u30c8\u3084\u305d\u306e\u4ed6\u306e\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30d3\u30c7\u30aa\u30d5\u30a3\u30fc\u30c9\u3092\u5206\u6790\u3057\u3001\u6f5c\u5728\u7684\u306a\u8105\u5a01\u3092\u3088\u308a\u6b63\u78ba\u306b\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u4e8b\u4ef6\u306e\u5206\u6790<\/strong> \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3066\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3092\u518d\u69cb\u7bc9\u3057\u3001\u51fa\u6765\u4e8b\u3092\u5305\u62ec\u7684\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/multimodal-ai-3.jpg\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Navigating_Challenges_and_Ethics_in_Multimodal_AI\"><\/span><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306b\u304a\u3051\u308b\u8ab2\u984c\u3068\u502b\u7406\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u958b\u767a\u3068\u5b9f\u88c5\u306b\u306f\u8907\u96d1\u306a\u8ab2\u984c\u304c\u4f34\u3046\u3002\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u81a8\u5927\u306a\u8a08\u7b97\u80fd\u529b\u304c\u8981\u6c42\u3055\u308c\u3001\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u8907\u96d1\u306a\u3082\u306e\u3068\u306a\u308b\u3002\u7279\u306b\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u30d8\u30eb\u30b9\u30b1\u30a2\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u3088\u3046\u306a\u91cd\u8981\u306a\u5206\u91ce\u306b\u9069\u7528\u3055\u308c\u308b\u5834\u5408\u3001\u6b63\u78ba\u6027\u3068\u4fe1\u983c\u6027\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002\u3055\u3089\u306b\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u5f62\u5f0f\u9593\u306e\u76f8\u4e92\u904b\u7528\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u306f\u3001\u52b9\u679c\u7684\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u30cf\u30fc\u30c9\u30eb\u3067\u3042\u308b\u3002 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/6%e3%81%a4%e3%81%ae%e5%95%8f%e9%a1%8c%e3%82%92%e4%b8%8a%e6%89%8b%e3%81%ab%e8%a7%a3%e3%81%8f\/\">AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/a>.<\/p>\n\n\n<p style=\"text-align: start\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3092\u53d6\u308a\u5dfb\u304f\u502b\u7406\u7684\u610f\u5473\u5408\u3044\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306b\u95a2\u3059\u308b\u61f8\u5ff5\u306f\u91cd\u5927\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u500b\u4eba\u7684\u306a\u753b\u50cf\u3084\u97f3\u58f0\u8a18\u9332\u3092\u542b\u3080\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002\u307e\u305f\u3001\u7279\u306bAI\u30b7\u30b9\u30c6\u30e0\u304c\u69d8\u3005\u306a\u30e2\u30c0\u30ea\u30c6\u30a3\u3092\u542b\u3080\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a13\u7df4\u3055\u308c\u308b\u5834\u5408\u3001AI\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u504f\u308a\u306b\u5bfe\u51e6\u3059\u308b\u5fc5\u8981\u3082\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u516c\u6b63\u3067\u504f\u308a\u306e\u306a\u3044\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u306f\u3001\u305d\u306e\u53d7\u5bb9\u3068\u6709\u52b9\u6027\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n\n\n<p style=\"text-align: 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class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Embracing_Multimodal_AI_Systems\"><\/span><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: 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style=\"text-align: start\">\u3057\u304b\u3057\u3001\u5927\u304d\u306a\u529b\u306b\u306f\u5927\u304d\u306a\u8cac\u4efb\u304c\u4f34\u3046\u3002\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u6027\u306e\u78ba\u4fdd\u304b\u3089\u502b\u7406\u7684\u30b8\u30ec\u30f3\u30de\u3078\u306e\u5bfe\u51e6\u307e\u3067\u3001\u3053\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306aAI\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u306b\u304a\u3051\u308b\u8ab2\u984c\u306f\u81ea\u660e\u3067\u306f\u306a\u3044\u3002\u6280\u8853\u8005\u3001\u653f\u7b56\u7acb\u6848\u8005\u3001\u305d\u3057\u3066\u5f93\u4e8b\u3059\u308b\u5e02\u6c11\u3068\u3057\u3066\u306e\u79c1\u305f\u3061\u306e\u5f79\u5272\u306f\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u7d50\u679c\u306b\u5c0e\u304f\u3053\u3068\u3067\u3042\u308b\u3002\u79c1\u305f\u3061\u306f\u3001\u502b\u7406\u57fa\u6e96\u3092\u63d0\u5531\u3057\u3001\u900f\u660e\u6027\u3092\u63a8\u3057\u9032\u3081\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u304c\u79c1\u305f\u3061\u306e\u4eba\u9593\u7684\u7d4c\u9a13\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n\n\n<p style=\"text-align: start\">\u4eca\u5f8c\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u672a\u6765\u306f\u3001\u5358\u306b\u6a5f\u68b0\u304c\u8ce2\u304f\u306a\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4eba\u9593\u306e\u77e5\u80fd\u3068\u4eba\u5de5\u77e5\u80fd\u306e\u76f8\u4e57\u52b9\u679c\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u306b\u3042\u308b\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence has significantly evolved from its inception, transitioning from simple, rule-based algorithms to more complex systems that closely mimic certain aspects of human intelligence. A pivotal development in this evolution is the advent of multimodal AI, which stands as a major advancement in the field. Multimodal AI diverges from traditional AI by its ability to process and interpret multiple types of data inputs \u2013 such as text, images, and sounds \u2013 simultaneously. This approach is more reflective of how humans interact with the world, using a combination of sensory inputs. By integrating various data types, multimodal AI offers a more comprehensive and nuanced understanding of its inputs, leading to [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":11222,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,100,78],"tags":[],"class_list":["post-7230","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-generative-ai","category-ai-project-management"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is Multimodal AI + Use cases for Multimodal AI - Skim AI<\/title>\n<meta name=\"description\" content=\"Explore the transformative world of multimodal AI, where advanced systems integrate text, images, and sounds for a more comprehensive understanding. 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