{"id":7244,"date":"2026-08-25T10:12:45","date_gmt":"2026-08-25T02:12:45","guid":{"rendered":"https:\/\/nullthought.net\/?p=7244"},"modified":"2026-08-25T10:12:47","modified_gmt":"2026-08-25T02:12:47","slug":"%e5%bd%93ai%e5%bc%80%e5%a7%8b%e9%a2%84%e6%b5%8b%e6%b4%aa%e6%b0%b4%ef%bc%9agoogle%e6%ad%a3%e5%9c%a8%e6%9e%84%e5%bb%ba%e5%9c%b0%e7%90%83%e6%99%ba%e8%83%bd%e5%9f%ba%e7%a1%80%e8%ae%be","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7244","title":{"rendered":"\u5f53AI\u5f00\u59cb\u9884\u6d4b\u6d2a\u6c34\uff1aGoogle\u6b63\u5728\u6784\u5efa\u201c\u5730\u7403\u667a\u80fd\u201d\u57fa\u7840\u8bbe\u65bd"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/research\/flood-prediction-ai\/\" target=\"_blank\" rel=\"noopener\">Google \u6700\u8fd1\u4ecb\u7ecd\u4e86\u5176\u5229\u7528 AI \u8fdb\u884c\u5168\u7403\u6d2a\u6c34\u9884\u6d4b\u7684\u6700\u65b0\u8fdb\u5c55<\/a>\u3002\u8868\u9762\u4e0a\u770b\uff0c\u8fd9\u662f\u4e00\u4e2a\u201cAI \u9884\u6d4b\u6d2a\u6c34\u201d\u7684\u9879\u76ee\uff0c\u4f46\u5982\u679c\u8fdb\u4e00\u6b65\u62c6\u89e3\uff0c\u4f1a\u53d1\u73b0 Google \u6b63\u5728\u642d\u5efa\u7684\u5176\u5b9e\u662f\u4e00\u5957\u5b8c\u6574\u7684 <strong>AI \u707e\u5bb3\u9884\u6d4b\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1a\u4ece\u6c14\u8c61\u6570\u636e\u3001\u6c34\u6587\u6a21\u578b\uff0c\u5230\u6d2a\u6c34\u98ce\u9669\u5224\u65ad\uff0c\u518d\u5230\u9884\u8b66\u5e73\u53f0\u548c\u653f\u5e9c\u3001NGO \u7684\u5b9e\u9645\u884c\u52a8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66-1024x1024.jpg\" alt=\"\" class=\"wp-image-7245\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66-1024x1024.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66-300x300.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66-150x150.jpg 150w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66-120x120.jpg 120w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66-768x768.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u9a71\u52a8\u7684\u6d2a\u6c34\u9884\u8b66.jpg 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5f53AI\u5f00\u59cb\u9884\u6d4b\u6d2a\u6c34\uff1aGoogle\u6b63\u5728\u6784\u5efa\u201c\u5730\u7403\u667a\u80fd\u201d\u57fa\u7840\u8bbe\u65bd<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d Google \u4e3b\u8981\u5904\u7406\u4e24\u7c7b\u6d2a\u6c34\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u7c7b\u662f<strong>\u6cb3\u6d41\u6d2a\u6c34\uff08Riverine Flood\uff09<\/strong>\u3002\u8fd9\u7c7b\u6d2a\u6c34\u901a\u5e38\u7531\u6301\u7eed\u964d\u96e8\u3001\u4e0a\u6e38\u6765\u6c34\u7b49\u56e0\u7d20\u9020\u6210\uff0c\u53d1\u5c55\u8fc7\u7a0b\u76f8\u5bf9\u8f83\u6162\u3002Google \u7684\u57fa\u672c\u6d41\u7a0b\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5929\u6c14\u9884\u6d4b \u2192 \u6c34\u6587\u6a21\u578b \u2192 \u6cb3\u6d41\u6d41\u91cf\u9884\u6d4b \u2192 \u6df9\u6ca1\u8303\u56f4\u9884\u6d4b \u2192 \u6d2a\u6c34\u9884\u8b66\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u5176\u6cb3\u6d41\u6d2a\u6c34\u7cfb\u7edf\u6700\u957f\u53ef\u4ee5\u63d0\u4f9b\u7ea6 <strong>7 \u5929\u63d0\u524d\u91cf<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u7c7b\u662f\u66f4\u96be\u9884\u6d4b\u7684<strong>\u57ce\u5e02\u7a81\u53d1\u6d2a\u6c34\uff08Urban Flash Flood\uff09<\/strong>\u3002\u8fd9\u7c7b\u6d2a\u6c34\u53ef\u80fd\u5728\u6570\u5c0f\u65f6\u751a\u81f3\u66f4\u77ed\u65f6\u95f4\u5185\u5f62\u6210\uff0c\u4f8b\u5982\u66b4\u96e8\u5bfc\u81f4\u8857\u9053\u3001\u5730\u4e0b\u7a7a\u95f4\u3001\u96a7\u9053\u7a81\u7136\u79ef\u6c34\u3002\u4f20\u7edf\u6cb3\u6d41\u6c34\u4f4d\u7ad9\u5bf9\u6b64\u5e2e\u52a9\u6709\u9650\uff0c\u56e0\u6b64 Google \u5f00\u53d1\u4e86\u65b0\u7684\u57ce\u5e02\u6d2a\u6c34\u6a21\u578b\uff0c\u76ee\u524d\u53ef\u4ee5\u9884\u6d4b\u672a\u6765\u7ea6 <strong>24 \u5c0f\u65f6<\/strong>\u5185\u67d0\u4e00\u5730\u533a\u53d1\u751f\u7a81\u53d1\u6d2a\u6c34\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u5728\u6cb3\u6d41\u6d2a\u6c34\u9884\u6d4b\u4e0a\u7684\u6838\u5fc3\u521b\u65b0\uff0c\u5e76\u4e0d\u53ea\u662f\u6a21\u578b\u7cbe\u5ea6\uff0c\u800c\u662f\u89e3\u51b3\u4e86\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u7684\u95ee\u9898\uff1a<strong>\u5927\u91cf\u5730\u533a\u7f3a\u5c11\u8db3\u591f\u7684\u6c34\u6587\u89c2\u6d4b\u7ad9\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u6d2a\u6c34\u6a21\u578b\u901a\u5e38\u9700\u8981\u591a\u5e74\u672c\u5730\u6570\u636e\uff0c\u4f8b\u5982\u964d\u96e8\u3001\u6cb3\u6d41\u6c34\u4f4d\u3001\u6d41\u91cf\u3001\u571f\u58e4\u3001\u5730\u5f62\u7b49\u3002\u7ed3\u679c\u662f\u57fa\u7840\u8bbe\u65bd\u5b8c\u5584\u7684\u5730\u533a\u9884\u6d4b\u80fd\u529b\u8d8a\u6765\u8d8a\u5f3a\uff0c\u800c\u771f\u6b63\u7f3a\u4e4f\u9632\u707e\u80fd\u529b\u7684\u5730\u533a\u53cd\u800c\u6570\u636e\u4e0d\u8db3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u7684\u601d\u8def\u662f\u8bad\u7ec3\u4e00\u4e2a<strong>\u5168\u7403\u5171\u4eab\u6c34\u6587\u6a21\u578b<\/strong>\u3002\u6a21\u578b\u4e0d\u4ec5\u5b66\u4e60\u5355\u4e00\u6cb3\u6d41\uff0c\u800c\u662f\u5728\u5168\u7403\u5927\u91cf\u6d41\u57df\u4e0a\u8bad\u7ec3\uff0c\u5bfb\u627e\u4e0d\u540c\u6cb3\u6d41\u4e4b\u95f4\u5171\u540c\u7684\u6c34\u6587\u89c4\u5f8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f93\u5165\u5305\u62ec\u964d\u96e8\u3001\u6e29\u5ea6\u3001\u5929\u6c14\u9884\u62a5\uff0c\u4ee5\u53ca\u5730\u5f62\u3001\u571f\u58e4\u3001\u571f\u5730\u8986\u76d6\u3001\u6d41\u57df\u5c5e\u6027\u7b49\u4fe1\u606f\uff0c\u8f93\u51fa\u672a\u6765\u6cb3\u6d41\u6d41\u91cf\u53ca\u5176\u6982\u7387\u5206\u5e03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cGoogle \u5728\u8fd9\u7c7b\u6a21\u578b\u4e2d\u4ecd\u7136\u5927\u91cf\u4f7f\u7528 <strong>LSTM<\/strong>\uff0c\u800c\u4e0d\u662f\u5168\u90e8\u6362\u6210 Transformer\u3002\u8fd9\u8bf4\u660e\u5728\u8fde\u7eed\u65f6\u95f4\u5e8f\u5217\u3001\u957f\u671f\u72b6\u6001\u53d8\u5316\u660e\u663e\u7684\u6c34\u6587\u95ee\u9898\u4e2d\uff0cLSTM \u4f9d\u7136\u5177\u6709\u5f88\u5f3a\u7684\u5b9e\u7528\u4ef7\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8fc7\uff0c\u8fd9\u6b21\u6700\u503c\u5f97\u5173\u6ce8\u7684\u521b\u65b0\u5e76\u4e0d\u662f LSTM\uff0c\u800c\u662f\u4e00\u4e2a\u540d\u4e3a <strong><a href=\"https:\/\/zenodo.org\/records\/18647054\" target=\"_blank\" rel=\"noopener\">Groundsource<\/a><\/strong> \u7684\u9879\u76ee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57ce\u5e02\u7a81\u53d1\u6d2a\u6c34\u9884\u6d4b\u957f\u671f\u5b58\u5728\u4e00\u4e2a\u6838\u5fc3\u56f0\u96be\uff1a<strong>\u7f3a\u5c11\u8bad\u7ec3\u6570\u636e\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\u67d0\u5e74\u67d0\u6708\u67d0\u65e5\uff0c\u67d0\u57ce\u5e02\u4e00\u4e2a\u8857\u533a\u53d1\u751f\u4e25\u91cd\u79ef\u6c34\uff0c\u8fd9\u79cd\u4e8b\u4ef6\u5f80\u5f80\u6ca1\u6709\u5168\u7403\u7edf\u4e00\u7684\u4f20\u611f\u5668\u8bb0\u5f55\uff0c\u4f46\u5374\u53ef\u80fd\u88ab\u5f53\u5730\u65b0\u95fb\u3001\u653f\u5e9c\u516c\u544a\u3001\u707e\u5bb3\u62a5\u544a\u7b49\u8bb0\u5f55\u4e0b\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u56e0\u6b64\u63d0\u51fa\u4e86\u4e00\u4e2a\u975e\u5e38\u6709\u610f\u601d\u7684\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u628a\u8fc7\u53bb\u51e0\u5341\u5e74\u7684\u65b0\u95fb\u62a5\u9053\uff0c\u5f53\u4f5c\u4e00\u79cd\u65b0\u7684\u201c\u707e\u5bb3\u4f20\u611f\u5668\u201d\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u4f7f\u7528 Gemini \u5206\u6790\u4e86\u8d85\u8fc7 <strong>500 \u4e07\u7bc7\u6d2a\u6c34\u76f8\u5173\u65b0\u95fb<\/strong>\uff0c\u8986\u76d6\u7ea6 80 \u79cd\u8bed\u8a00\uff0c\u5e76\u4ece\u4e2d\u6574\u7406\u51fa\u7ea6 <strong>260 \u4e07\u6761\u6d2a\u6c34\u4e8b\u4ef6\u8bb0\u5f55<\/strong>\uff0c\u6d89\u53ca 150 \u591a\u4e2a\u56fd\u5bb6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini \u5728\u8fd9\u91cc\u5e76\u4e0d\u662f\u76f4\u63a5\u9884\u6d4b\u6d2a\u6c34\uff0c\u800c\u662f\u8d1f\u8d23\u628a\u81ea\u7136\u8bed\u8a00\u8f6c\u6362\u6210\u7ed3\u6784\u5316\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\u4e00\u7bc7\u65b0\u95fb\u53ef\u80fd\u5199\u9053\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u4e0a\u5468\u4e8c\u66b4\u96e8\u540e\uff0c\u67d0\u57ce\u5e02\u5317\u90e8\u591a\u4e2a\u8857\u533a\u88ab\u6df9\u3002\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini \u9700\u8981\u5224\u65ad\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u5df2\u7ecf\u53d1\u751f\u7684\u6d2a\u6c34\uff0c\u8fd8\u662f\u672a\u6765\u98ce\u9669\u9884\u8b66\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u4e0a\u5468\u4e8c\u201d\u7a76\u7adf\u662f\u54ea\u4e00\u5929\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d2a\u6c34\u53d1\u751f\u5728\u54ea\u91cc\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c5e\u4e8e\u4ec0\u4e48\u7c7b\u578b\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u540e\u628a\u8fd9\u4e9b\u5185\u5bb9\u8f6c\u6362\u6210\u6807\u51c6\u6570\u636e\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65f6\u95f4\u3001\u5730\u70b9\u3001\u7ecf\u7eac\u5ea6\u3001\u707e\u5bb3\u7c7b\u578b\u7b49\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cGroundsource \u7684\u771f\u6b63\u4ef7\u503c\u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u628a\u4e92\u8054\u7f51\u4e2d\u7684\u975e\u7ed3\u6784\u5316\u5386\u53f2\u4fe1\u606f\u8f6c\u6362\u6210\u673a\u5668\u53ef\u4ee5\u8bad\u7ec3\u7684\u79d1\u5b66\u6570\u636e\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u540e\uff0c\u8fd9\u4e9b\u6570\u636e\u88ab\u7528\u4f5c\u57ce\u5e02\u6d2a\u6c34\u9884\u6d4b\u6a21\u578b\u7684\u8bad\u7ec3\u6807\u7b7e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u8f93\u5165\u5305\u62ec\u8fc7\u53bb\u6570\u5929\u7684\u5929\u6c14\u6761\u4ef6\u3001\u672a\u6765 24 \u5c0f\u65f6\u5929\u6c14\u9884\u62a5\uff0c\u4ee5\u53ca\u5730\u5f62\u3001\u571f\u58e4\u3001\u57ce\u5e02\u5316\u7a0b\u5ea6\u3001\u4eba\u53e3\u5bc6\u5ea6\u7b49\u4fe1\u606f\uff0c\u6700\u7ec8\u8f93\u51fa\u67d0\u4e00\u533a\u57df\u672a\u6765\u4e00\u5929\u53d1\u751f\u7a81\u53d1\u6d2a\u6c34\u7684\u6982\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u6280\u672f\u67b6\u6784\u770b\uff0c\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5386\u53f2\u65b0\u95fb \u2192 Gemini \u2192 Groundsource \u6570\u636e\u96c6<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u518d\u7ed3\u5408\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5929\u6c14 + \u5730\u5f62 + \u571f\u58e4 + \u57ce\u5e02\u7279\u5f81 \u2192 \u6d2a\u6c34\u9884\u6d4b\u6a21\u578b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u5178\u578b\u7684\u201c\u57fa\u7840\u6a21\u578b + \u4e13\u4e1a\u79d1\u5b66\u6a21\u578b\u201d\u7ec4\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8fc7\uff0c\u9700\u8981\u6ce8\u610f Google \u5f53\u524d\u57ce\u5e02\u7a81\u53d1\u6d2a\u6c34\u6a21\u578b\u7684\u5c40\u9650\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u7a7a\u95f4\u5206\u8fa8\u7387\u5927\u7ea6\u662f <strong>20 km \u00d7 20 km<\/strong>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6a21\u578b\u76ee\u524d\u66f4\u9002\u5408\u56de\u7b54\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u67d0\u7247\u57ce\u5e02\u533a\u57df\u672a\u6765\u4e00\u5929\u6d2a\u6c34\u98ce\u9669\u8f83\u9ad8\u3002\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u4e0d\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u67d0\u6761\u9053\u8def\u665a\u4e0a\u51e0\u70b9\u4f1a\u79ef\u6c34\u591a\u5c11\u5398\u7c73\u3002\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u8981\u505a\u5230\u771f\u6b63\u8857\u9053\u7ea7\u751a\u81f3\u96a7\u9053\u7ea7\u9884\u6d4b\uff0c\u4ecd\u7136\u9700\u8981\u9ad8\u5206\u8fa8\u7387\u5929\u6c14\u96f7\u8fbe\u3001\u6392\u6c34\u7ba1\u7f51\u3001\u9053\u8def\u9ad8\u7a0b\u3001\u6c34\u52a8\u529b\u6a21\u578b\u4ee5\u53ca\u5927\u91cf\u5b9e\u65f6\u4f20\u611f\u5668\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64 Google \u5f53\u524d\u7b56\u7565\u660e\u663e\u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u4f18\u5148\u5b9e\u73b0\u5168\u7403\u8986\u76d6\uff0c\u800c\u4e0d\u662f\u8ffd\u6c42\u6781\u81f4\u7684\u5c40\u90e8\u7cbe\u5ea6\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Groundsource \u672c\u8eab\u4e5f\u5b58\u5728\u6570\u636e\u504f\u5dee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65b0\u95fb\u62a5\u9053\u5e76\u4e0d\u80fd\u5b8c\u5168\u4ee3\u8868\u771f\u5b9e\u6d2a\u6c34\u5206\u5e03\u3002\u4eba\u53e3\u5bc6\u96c6\u5730\u533a\u3001\u53d1\u8fbe\u5730\u533a\u3001\u5927\u57ce\u5e02\u548c\u4e25\u91cd\u707e\u5bb3\u901a\u5e38\u62a5\u9053\u66f4\u591a\uff0c\u800c\u504f\u8fdc\u5730\u533a\u7684\u5c0f\u89c4\u6a21\u6d2a\u6c34\u53ef\u80fd\u5b8c\u5168\u6ca1\u6709\u65b0\u95fb\u8bb0\u5f55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Groundsource \u4e0d\u80fd\u7b80\u5355\u7b49\u540c\u4e8e Ground Truth\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u66f4\u63a5\u8fd1\u4e00\u79cd\u7531 LLM \u751f\u6210\u7684\u3001\u89c4\u6a21\u5de8\u5927\u4f46\u5e26\u6709\u566a\u58f0\u7684\u5f31\u76d1\u7763\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u7684\u771f\u6b63\u4f18\u52bf\uff0c\u4e5f\u5e76\u4e0d\u662f\u5728\u67d0\u4e00\u4e2a\u57ce\u5e02\u628a\u6d2a\u6c34\u9884\u6d4b\u505a\u5230\u4e16\u754c\u7b2c\u4e00\uff0c\u800c\u662f<strong>Scalability\u2014\u2014\u53ef\u6269\u5c55\u6027<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5168\u7403\u6a21\u578b\u53ef\u4ee5\u8986\u76d6\u5927\u91cf\u7f3a\u5c11\u96f7\u8fbe\u3001\u6c34\u6587\u7ad9\u548c\u6210\u719f\u9884\u8b66\u7cfb\u7edf\u7684\u5730\u533a\u3002\u5373\u4f7f\u5355\u70b9\u7cbe\u5ea6\u4e0d\u5982\u9ad8\u5ea6\u672c\u5730\u5316\u7684\u4e13\u4e1a\u7cfb\u7edf\uff0c\u5176\u793e\u4f1a\u4ef7\u503c\u4ecd\u7136\u53ef\u80fd\u975e\u5e38\u5927\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u66f4\u9ad8\u5c42\u770b\uff0cGoogle \u6b63\u5728\u9010\u6e10\u5f62\u6210\u4e00\u5957\u5b8c\u6574\u7684 <strong>Earth AI Stack<\/strong>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u536b\u661f\u4e0e\u6c14\u8c61\u6570\u636e<br>\u2193<br>AI \u5929\u6c14\u6a21\u578b<br>\u2193<br>AI \u6c34\u6587\u6a21\u578b<br>\u2193<br>\u6d2a\u6c34\u98ce\u9669\u6a21\u578b<br>\u2193<br>Flood Hub \/ API<br>\u2193<br>\u653f\u5e9c\u3001NGO\u548c\u516c\u4f17\u91c7\u53d6\u884c\u52a8<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u8bf4\u660e Google \u7684\u76ee\u6807\u5df2\u7ecf\u4e0d\u53ea\u662f\u201c\u505a\u4e00\u4e2a\u9884\u6d4b\u6a21\u578b\u201d\uff0c\u800c\u662f\u628a AI \u9010\u6e10\u53d8\u6210\u707e\u5bb3\u9884\u8b66\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u8fd8\u5728\u63a8\u52a8\u6c34\u6587\u6a21\u578b\u5f00\u6e90\uff0c\u4f7f\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u53ef\u4ee5\u4f7f\u7528\u5168\u7403\u6a21\u578b\u4f5c\u4e3a\u57fa\u7840\uff0c\u518d\u52a0\u5165\u81ea\u5df1\u7684\u672c\u5730\u6c34\u6587\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u5fae\u8c03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u6a21\u5f0f\u53ef\u4ee5\u6982\u62ec\u4e3a\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Global Foundation Model + Local Fine-tuning<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4e0e\u4eca\u5929\u5927\u8bed\u8a00\u6a21\u578b\u3001\u89c6\u89c9\u6a21\u578b\u7684\u53d1\u5c55\u8def\u5f84\u975e\u5e38\u76f8\u4f3c\uff0c\u53ea\u4e0d\u8fc7\u5bf9\u8c61\u53d8\u6210\u4e86\u5730\u7403\u3001\u6c34\u6587\u548c\u81ea\u7136\u707e\u5bb3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u66f4\u5927\u7684 AI \u53d1\u5c55\u8d8b\u52bf\u770b\uff0cGroundsource \u53ef\u80fd\u6bd4\u6d2a\u6c34\u9884\u6d4b\u672c\u8eab\u66f4\u503c\u5f97\u5173\u6ce8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u79d1\u5b66 AI \u7684\u6570\u636e\u901a\u5e38\u6765\u81ea\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u79d1\u5b66\u4eea\u5668 \u2192 \u6570\u636e\u96c6 \u2192 AI \u6a21\u578b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c Groundsource \u5c55\u793a\u4e86\u53e6\u4e00\u6761\u8def\u7ebf\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b0\u95fb \/ \u6587\u6863 \/ \u6863\u6848 \/ 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class=\"wp-block-paragraph\">\u672a\u6765\u7c7b\u4f3c\u7684\u65b9\u6cd5\u8fd8\u53ef\u4ee5\u5e94\u7528\u4e8e\u70ed\u6d6a\u3001\u5e72\u65f1\u3001\u5c71\u4f53\u6ed1\u5761\u3001\u6ce5\u77f3\u6d41\u3001\u68ee\u6797\u706b\u707e\u3001\u96ea\u5d29\u751a\u81f3\u516c\u5171\u536b\u751f\u4e8b\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cGoogle \u8fd9\u9879\u5de5\u4f5c\u7684\u771f\u6b63\u610f\u4e49\uff0c\u53ef\u4ee5\u6982\u62ec\u6210\u4e09\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\uff0cAI \u8ba9\u539f\u672c\u7f3a\u5c11\u6c34\u6587\u89c2\u6d4b\u8bbe\u65bd\u7684\u5730\u533a\u4e5f\u6709\u673a\u4f1a\u83b7\u5f97\u6d2a\u6c34\u9884\u6d4b\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\uff0cGroundsource \u5c55\u793a\u4e86\u4e00\u79cd\u65b0\u7684\u6570\u636e\u751f\u4ea7\u8303\u5f0f\uff1a\u5229\u7528 LLM \u4ece\u4e92\u8054\u7f51\u548c\u5386\u53f2\u6587\u6863\u4e2d\u6784\u5efa\u5927\u89c4\u6a21\u79d1\u5b66\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0cGoogle \u6b63\u5728\u628a\u5929\u6c14\u6a21\u578b\u3001\u6c34\u6587\u6a21\u578b\u3001\u707e\u5bb3\u6a21\u578b\u3001API \u548c\u516c\u5171\u9884\u8b66\u5e73\u53f0\u8fde\u63a5\u8d77\u6765\uff0c\u4f7f AI \u4ece\u201c\u9884\u6d4b\u5de5\u5177\u201d\u9010\u6e10\u6f14\u53d8\u6210\u771f\u6b63\u7684<strong>\u5730\u7403\u98ce\u9669\u57fa\u7840\u8bbe\u65bd<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u7528\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Google \u771f\u6b63\u505a\u7684\u4e0d\u662f\u7b80\u5355\u5730\u201c\u8ba9 AI \u9884\u6d4b\u6d2a\u6c34\u201d\uff0c\u800c\u662f\u5728\u5c1d\u8bd5\u5efa\u7acb\u4e00\u5957\u5168\u7403\u5316\u7684 Earth AI 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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