{"id":7416,"date":"2026-10-17T11:08:43","date_gmt":"2026-10-17T03:08:43","guid":{"rendered":"https:\/\/nullthought.net\/?p=7416"},"modified":"2026-10-17T11:08:46","modified_gmt":"2026-10-17T03:08:46","slug":"pylabrobot%ef%bc%9a%e8%ae%a9ai%e6%99%ba%e8%83%bd%e4%bd%93%e7%9c%9f%e6%ad%a3%e8%b5%b0%e8%bf%9b%e5%ae%9e%e9%aa%8c%e5%ae%a4%e7%9a%84%e5%bc%80%e6%ba%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7416","title":{"rendered":"PyLabRobot\uff1a\u8ba9AI\u667a\u80fd\u4f53\u771f\u6b63\u8d70\u8fdb\u5b9e\u9a8c\u5ba4\u7684\u5f00\u6e90\u673a\u5668\u4eba\u6846\u67b6"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4ece\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u7edf\u4e00\u63a7\u5236\uff0c\u5230Google VERID\u81ea\u4e3b\u6e7f\u5b9e\u9a8c\u5ba4\uff1aAI for Science\u6b63\u5728\u6253\u901a\u201c\u79d1\u5b66\u63a8\u7406\u2014\u7269\u7406\u5b9e\u9a8c\u2014\u7ed3\u679c\u53cd\u9988\u201d\u7684\u5b8c\u6574\u95ed\u73af\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e7410\u670816\u65e5\uff0cGoogle Research\u53d1\u5e03\u4e86\u4e00\u9879\u5173\u4e8e\u81ea\u4e3b\u6e7f\u5b9e\u9a8c\u5ba4\uff08Autonomous Wet Labs\uff09\u7684\u7814\u7a76\u6210\u679c\uff0c\u5c55\u793aAI\u667a\u80fd\u4f53\u5982\u4f55\u901a\u8fc7\u673a\u5668\u4eba\u5b9e\u9645\u6267\u884c\u5b9e\u9a8c\u3001\u53d1\u73b0\u64cd\u4f5c\u95ee\u9898\uff0c\u5e76\u6839\u636e\u5b9e\u9a8c\u7ed3\u679c\u8c03\u6574\u540e\u7eed\u7b56\u7565\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\uff0c\u4e00\u4e2a\u503c\u5f97\u5173\u6ce8\u7684\u6280\u672f\u7ec6\u8282\u662f\uff1aGoogle\u7814\u53d1\u7684VERID\u81ea\u4e3b\u5b9e\u9a8c\u5ba4\u57fa\u7840\u8bbe\u65bd\uff0c\u5efa\u7acb\u5728\u5f00\u6e90\u6846\u67b6PyLabRobot\u4e4b\u4e0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u5e76\u4e0d\u662f\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4e5f\u4e0d\u662f\u67d0\u79cd\u5177\u4f53\u7684\u5b9e\u9a8c\u5ba4\u673a\u5668\u4eba\uff0c\u800c\u662f\u4e00\u5957\u4f7f\u7528Python\u5f00\u53d1\u7684\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u8f6f\u4ef6\u6846\u67b6\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u957f\u671f\u56f0\u6270\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u7684\u4e00\u4e2a\u57fa\u7840\u95ee\u9898\uff1a\u4e0d\u540c\u5382\u5546\u7684\u8bbe\u5907\u4f7f\u7528\u4e0d\u540c\u7684\u8f6f\u4ef6\u3001\u6307\u4ee4\u548c\u901a\u4fe1\u63a5\u53e3\uff0c\u96be\u4ee5\u7edf\u4e00\u63a7\u5236\uff0c\u66f4\u96be\u4ee5\u8ba9AI\u667a\u80fd\u4f53\u76f4\u63a5\u8c03\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\u6765\u770b\uff0cPyLabRobot\u7684\u610f\u4e49\u5df2\u7ecf\u8d85\u51fa\u4f20\u7edf\u8bbe\u5907\u63a7\u5236\u3002\u5b83\u6b63\u5728\u6210\u4e3a\u8fde\u63a5AI\u667a\u80fd\u4f53\u4e0e\u771f\u5b9e\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u7684\u91cd\u8981\u8f6f\u4ef6\u57fa\u7840\u8bbe\u65bd\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\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b-1024x1024.jpg\" alt=\"\" class=\"wp-image-7417\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b-1024x1024.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b-150x150.jpg 150w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b-300x300.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b-768x768.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b-120x120.jpg 120w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/10\/PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u6d41\u7a0b.jpg 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">PyLabRobot\u667a\u80fd\u5b9e\u9a8c\u5ba4\u5f00\u6e90\u6846\u67b6<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001PyLabRobot\u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u662f\u4e00\u5957\u9762\u5411\u81ea\u52a8\u5316\u4e0e\u81ea\u4e3b\u5b9e\u9a8c\u5ba4\u7684\u5f00\u6e90Python\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff08SDK\uff09\uff0c\u6700\u521d\u7531\u4e0e\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09Media Lab\u6709\u5173\u7684\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2023\u5e74\uff0cRick P. Wierenga\u7b49\u7814\u7a76\u4eba\u5458\u5728\u300aDevice\u300b\u671f\u520a\u53d1\u8868\u8bba\u6587\u300aPyLabRobot: An Open-Source, Hardware-Agnostic Interface for Liquid-Handling Robots and Accessories\u300b\uff0c\u7cfb\u7edf\u4ecb\u7ecd\u4e86\u8fd9\u4e00\u6846\u67b6\u7684\u8bbe\u8ba1\u548c\u5e94\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u57fa\u672c\u601d\u60f3\u5f88\u7b80\u5355\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ba9\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u7edf\u4e00\u7684Python\u7a0b\u5e8f\uff0c\u64cd\u4f5c\u4e0d\u540c\u54c1\u724c\u7684\u5b9e\u9a8c\u5ba4\u673a\u5668\u4eba\u548c\u4eea\u5668\uff0c\u800c\u4e0d\u5fc5\u5206\u522b\u5b66\u4e60\u6bcf\u4e00\u5bb6\u5382\u5546\u7684\u4e13\u6709\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u5f80\u5f80\u9ad8\u5ea6\u4f9d\u8d56\u8bbe\u5907\u5382\u5546\u63d0\u4f9b\u7684\u8f6f\u4ef6\u5e73\u53f0\u3002\u4f8b\u5982\uff0c\u4e00\u53f0\u6db2\u4f53\u5904\u7406\u673a\u5668\u4eba\u53ef\u80fd\u9700\u8981\u4e13\u95e8\u7684\u8f6f\u4ef6\u6765\u63a7\u5236\u5438\u6db2\u3001\u5206\u6db2\u548c\u79fb\u6db2\u64cd\u4f5c\uff1b\u66f4\u6362\u8bbe\u5907\u540e\uff0c\u539f\u6765\u7684\u5b9e\u9a8c\u7a0b\u5e8f\u5f80\u5f80\u9700\u8981\u91cd\u65b0\u9002\u914d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u5219\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u548c\u8bbe\u5907\u9a71\u52a8\u5c42\uff0c\u5c06\u5177\u4f53\u786c\u4ef6\u5dee\u5f02\u5c3d\u53ef\u80fd\u9690\u85cf\u8d77\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u5177\u6709\u51e0\u4e2a\u9c9c\u660e\u7279\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\uff1a 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class=\"wp-block-paragraph\">\u7406\u89e3PyLabRobot\uff0c\u53ef\u4ee5\u628a\u5b83\u770b\u6210\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u9886\u57df\u7684\u4e00\u4e2a\u901a\u7528\u8f6f\u4ef6\u63a5\u53e3\u5c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6280\u672f\u4f53\u7cfb\u4e3b\u8981\u5305\u542b\u4e09\u4e2a\u90e8\u5206\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u7edf\u4e00\u64cd\u4f5c\u63a5\u53e3\uff1a\u5c4f\u853d\u8bbe\u5907\u5dee\u5f02<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u91c7\u7528\u524d\u7aef\uff08Frontend\uff09\u4e0e\u540e\u7aef\uff08Backend\uff09\u5206\u79bb\u7684\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u7aef\u9762\u5411\u7814\u7a76\u4eba\u5458\u548c\u5b9e\u9a8c\u7a0b\u5e8f\uff0c\u63d0\u4f9b\u7edf\u4e00\u7684\u64cd\u4f5c\u65b9\u6cd5\uff0c\u4f8b\u5982\u5438\u53d6\u6db2\u4f53\u3001\u5206\u914d\u6db2\u4f53\u3001\u62fe\u53d6\u5438\u5934\u3001\u79fb\u52a8\u5b9e\u9a8c\u5668\u5177\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540e\u7aef\u5219\u8d1f\u8d23\u5c06\u8fd9\u4e9b\u64cd\u4f5c\u8f6c\u6362\u4e3a\u5177\u4f53\u8bbe\u5907\u80fd\u591f\u6267\u884c\u7684\u547d\u4ee4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u7814\u7a76\u4eba\u5458\u5e0c\u671b\u4ece\u5fae\u5b54\u677f\u7684A1\u5b54\u5438\u53d6100\u5fae\u5347\u6db2\u4f53\uff0c\u518d\u8f6c\u79fb\u5230A2\u5b54\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7a0b\u5e8f\u5c42\u9762\uff0c\u8fd9\u662f\u4e00\u9879\u901a\u7528\u7684\u6db2\u4f53\u8f6c\u79fb\u4efb\u52a1\u3002\u4f46\u5728\u771f\u5b9e\u8bbe\u5907\u4e0a\uff0c\u4e0d\u540c\u5382\u5546\u7684\u673a\u5668\u4eba\u53ef\u80fd\u6709\u5b8c\u5168\u4e0d\u540c\u7684\u8fd0\u52a8\u63a7\u5236\u548c\u901a\u4fe1\u534f\u8bae\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u901a\u8fc7\u8bbe\u5907\u540e\u7aef\u5b8c\u6210\u76f8\u5e94\u8f6c\u6362\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7c7b\u4f3c\u8ba1\u7b97\u673a\u64cd\u4f5c\u7cfb\u7edf\u901a\u8fc7\u9a71\u52a8\u7a0b\u5e8f\u7ba1\u7406\u4e0d\u540c\u786c\u4ef6\uff0c\u4e5f\u7c7b\u4f3c\u5de5\u4e1a\u81ea\u52a8\u5316\u7cfb\u7edf\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u5c01\u88c5\u5e95\u5c42\u8bbe\u5907\u5dee\u5f02\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4ef7\u503c\u662f\u628a\u5b9e\u9a8c\u903b\u8f91\u4e0e\u5177\u4f53\u8bbe\u5907\u5b9e\u73b0\u5206\u79bb\uff0c\u4e3a\u5b9e\u9a8c\u7a0b\u5e8f\u590d\u7528\u548cAI\u81ea\u52a8\u751f\u6210\u5b9e\u9a8c\u64cd\u4f5c\u521b\u9020\u6761\u4ef6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u8d44\u6e90\u7ba1\u7406\uff1a\u8ba9\u8f6f\u4ef6\u7406\u89e3\u5b9e\u9a8c\u5ba4\u5e03\u5c40<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u5e76\u4e0d\u662f\u7b80\u5355\u5730\u6267\u884c\u8fd0\u52a8\u547d\u4ee4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u673a\u5668\u4eba\u5fc5\u987b\u77e5\u9053\u5fae\u5b54\u677f\u653e\u5728\u54ea\u91cc\u3001\u5404\u4e2a\u5bb9\u5668\u5982\u4f55\u6392\u5217\u3001\u6bcf\u4e2a\u5b54\u91cc\u6709\u4ec0\u4e48\u6db2\u4f53\uff0c\u4ee5\u53ca\u8fd8\u6709\u591a\u5c11\u53ef\u7528\u5438\u5934\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u4e3a\u6b64\u5efa\u7acb\u4e86\u8d44\u6e90\u7ba1\u7406\u673a\u5236\uff08Resource Management\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u53ef\u4ee5\u63cf\u8ff0\u5b9e\u9a8c\u53f0\u9762\uff08Deck\uff09\u3001\u5fae\u5b54\u677f\u3001\u8bd5\u5242\u69fd\u3001\u5438\u5934\u67b6\u53ca\u5176\u7a7a\u95f4\u4f4d\u7f6e\uff0c\u5e76\u4ee5\u5c42\u7ea7\u7ed3\u6784\u7ec4\u7ec7\u8fd9\u4e9b\u5bf9\u8c61\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u65f6\uff0c\u6846\u67b6\u80fd\u591f\u901a\u8fc7\u76f8\u5e94\u72b6\u6001\u8ddf\u8e2a\u529f\u80fd\uff0c\u7ba1\u7406\u5438\u5934\u4f7f\u7528\u60c5\u51b5\u548c\u6db2\u4f53\u4f53\u79ef\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u7a0b\u5e8f\u53ef\u4ee5\u6839\u636e\u8bb0\u5f55\u5224\u65ad\u67d0\u4e2a\u5438\u5934\u4f4d\u7f6e\u662f\u5426\u5df2\u7ecf\u88ab\u4f7f\u7528\uff0c\u6216\u8005\u67d0\u4e2a\u5bb9\u5668\u4e2d\u662f\u5426\u8fd8\u6709\u8db3\u591f\u6db2\u4f53\u4f9b\u4e0b\u4e00\u6b65\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u6b65\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u8ba9\u63a7\u5236\u8f6f\u4ef6\u4e0d\u4ec5\u77e5\u9053\u201c\u5e94\u8be5\u6267\u884c\u4ec0\u4e48\u547d\u4ee4\u201d\uff0c\u8fd8\u80fd\u591f\u7ef4\u62a4\u90e8\u5206\u201c\u5b9e\u9a8c\u5ba4\u5f53\u524d\u5904\u4e8e\u4ec0\u4e48\u72b6\u6001\u201d\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7136\uff0c\u8f6f\u4ef6\u8bb0\u5f55\u4e0d\u4e00\u5b9a\u5b8c\u5168\u7b49\u540c\u4e8e\u771f\u5b9e\u7269\u7406\u72b6\u6001\u3002\u6db2\u4f53\u6302\u58c1\u3001\u5438\u6db2\u5931\u8d25\u3001\u84b8\u53d1\u548c\u4f20\u611f\u5668\u8bef\u5dee\u7b49\u95ee\u9898\uff0c\u4ecd\u7136\u9700\u8981\u901a\u8fc7\u68c0\u6d4b\u3001\u6821\u51c6\u6216\u5916\u90e8\u53cd\u9988\u6765\u5904\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u53ef\u89c6\u5316\u4e0e\u4eff\u771f\uff1a\u5148\u6d4b\u8bd5\uff0c\u518d\u64cd\u4f5c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u63d0\u4f9b\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684Visualizer\uff0c\u53ef\u4ee5\u5c55\u793a\u5b9e\u9a8c\u53f0\u8d44\u6e90\u53ca\u5176\u72b6\u6001\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5229\u7528\u4e0d\u8fde\u63a5\u771f\u5b9e\u673a\u5668\u4eba\u7684\u6d4b\u8bd5\u540e\u7aef\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5728\u8f6f\u4ef6\u73af\u5883\u4e2d\u6267\u884c\u90e8\u5206\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\uff0c\u89c2\u5bdf\u5438\u5934\u3001\u5bb9\u5668\u548c\u6db2\u4f53\u72b6\u6001\u7684\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u673a\u5236\u80fd\u591f\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u5feb\u5730\u8c03\u8bd5\u7a0b\u5e8f\uff0c\u51cf\u5c11\u5bf9\u771f\u5b9e\u8bbe\u5907\u548c\u6602\u8d35\u8bd5\u5242\u7684\u4f9d\u8d56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8fc7\uff0cPyLabRobot\u7684\u57fa\u7840\u53ef\u89c6\u5316\u4e0e\u8f6f\u4ef6\u6d4b\u8bd5\u529f\u80fd\uff0c\u4e0d\u5e94\u76f4\u63a5\u7b49\u540c\u4e8e\u5b8c\u6574\u7684\u4e09\u7ef4\u7269\u7406\u4eff\u771f\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u771f\u5b9e\u7684\u673a\u5668\u4eba\u78b0\u649e\u3001\u590d\u6742\u6db2\u4f53\u52a8\u529b\u5b66\u3001\u8bbe\u5907\u6545\u969c\u6062\u590d\u7b49\u95ee\u9898\uff0c\u4ecd\u9700\u8981\u989d\u5916\u7684\u72b6\u6001\u5efa\u6a21\u3001\u9a8c\u8bc1\u548c\u5b89\u5168\u673a\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e5f\u6b63\u662fGoogle\u5728PyLabRobot\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u5f00\u53d1VERID\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001PyLabRobot\u652f\u6301\u54ea\u4e9b\u5b9e\u9a8c\u5ba4\u8bbe\u5907\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u6700\u521d\u4e3b\u8981\u9762\u5411\u6db2\u4f53\u5904\u7406\u673a\u5668\u4eba\uff0c\u540e\u6765\u9010\u6e10\u6269\u5c55\u5230\u591a\u79cd\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u8bbe\u5907\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5b98\u65b9\u652f\u6301\u6e05\u5355\uff0c\u76ee\u524d\u6d89\u53ca\u7684\u8bbe\u5907\u5305\u62ec\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u8bbe\u5907\u7c7b\u522b<\/th><th>\u4ee3\u8868\u6027\u5382\u5546\u6216\u4ea7\u54c1<\/th><th>\u4e3b\u8981\u529f\u80fd<\/th><\/tr><tr><td>\u6db2\u4f53\u5904\u7406\u673a\u5668\u4eba<\/td><td>Hamilton STAR\u3001Vantage<\/td><td>\u81ea\u52a8\u5438\u6db2\u3001\u5206\u6db2\u3001\u6837\u54c1\u8f6c\u79fb<\/td><\/tr><tr><td>\u6db2\u4f53\u5904\u7406\u673a\u5668\u4eba<\/td><td>Tecan Freedom EVO<\/td><td>\u81ea\u52a8\u5316\u79fb\u6db2\u4e0e\u6837\u54c1\u5904\u7406<\/td><\/tr><tr><td>\u5f00\u653e\u5f0f\u79fb\u6db2\u5e73\u53f0<\/td><td>Opentrons OT-2\u3001Flex<\/td><td>\u53ef\u7f16\u7a0b\u79fb\u6db2\u64cd\u4f5c<\/td><\/tr><tr><td>\u9176\u6807\u4eea\u3001\u5fae\u5b54\u677f\u8bfb\u6570\u4eea<\/td><td>BMG CLARIOstar\u3001\u90e8\u5206Tecan\u53caBioTek\u8bbe\u5907<\/td><td>\u5438\u5149\u5ea6\u3001\u8367\u5149\u3001\u53d1\u5149\u68c0\u6d4b<\/td><\/tr><tr><td>\u6e29\u63a7\u53ca\u632f\u8361\u8bbe\u5907<\/td><td>QInstruments BioShake\u7b49<\/td><td>\u6e29\u5ea6\u63a7\u5236\u3001\u6df7\u5300\u4e0e\u632f\u8361<\/td><\/tr><tr><td>\u5176\u4ed6\u5b9e\u9a8c\u8bbe\u5907<\/td><td>\u90e8\u5206\u79bb\u5fc3\u673a\u3001\u673a\u68b0\u81c2\u3001\u6cf5\u3001\u50a8\u5b58\u8bbe\u5907<\/td><td>\u6837\u54c1\u8f6c\u8fd0\u4e0e\u8f85\u52a9\u5904\u7406<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u6ce8\u610f\uff0c\u5b98\u65b9\u5c06\u4e0d\u540c\u8bbe\u5907\u7684\u652f\u6301\u7a0b\u5ea6\u5212\u5206\u4e3aFull\u3001Mostly\u3001Basic\u53caWIP\uff08\u5f00\u53d1\u4e2d\uff09\u7b49\u7b49\u7ea7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0cHamilton STAR\u7cfb\u5217\u7684\u6838\u5fc3\u6db2\u4f53\u5904\u7406\u529f\u80fd\u652f\u6301\u8f83\u4e3a\u6210\u719f\uff0c\u800c\u90e8\u5206Tecan\u3001Opentrons\u8bbe\u5907\u6216\u5916\u56f4\u4eea\u5668\u4ecd\u5b58\u5728\u529f\u80fd\u8986\u76d6\u9650\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u6269\u5c55\u80fd\u529b\u610f\u5473\u7740\uff0cPyLabRobot\u53ef\u4ee5\u9010\u6e10\u4ece\u5355\u53f0\u673a\u5668\u7684\u7f16\u7a0b\u5de5\u5177\uff0c\u53d1\u5c55\u4e3a\u8fde\u63a5\u591a\u53f0\u5b9e\u9a8c\u8bbe\u5907\u7684\u8f6f\u4ef6\u5e73\u53f0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5b9e\u9a8c\u6d41\u7a0b\u53ef\u80fd\u6d89\u53ca\u673a\u5668\u4eba\u79fb\u6db2\u3001\u6837\u54c1\u5b75\u80b2\u3001\u68c0\u6d4b\u4eea\u5668\u8bfb\u53d6\u6570\u636e\uff0c\u4ee5\u53ca\u6839\u636e\u7ed3\u679c\u6267\u884c\u4e0b\u4e00\u8f6e\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u8fd9\u4e9b\u8bbe\u5907\u90fd\u53ef\u4ee5\u901a\u8fc7Python\u8fdb\u884c\u7f16\u6392\uff0c\u90a3\u4e48\u5b9e\u9a8c\u5ba4\u4fbf\u6709\u673a\u4f1a\u6784\u5efa\u8de8\u8bbe\u5907\u7684\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u5728\u6b64\u57fa\u7840\u4e0a\u5f15\u5165AI\u667a\u80fd\u4f53\uff0c\u5c31\u6709\u53ef\u80fd\u8fdb\u4e00\u6b65\u5b9e\u73b0\u52a8\u6001\u5b9e\u9a8c\u89c4\u5212\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001Google\u6848\u4f8b\uff1a\u5728PyLabRobot\u4e4b\u4e0a\u6784\u5efaVERID<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e7410\u670816\u65e5\uff0cGoogle Research\u53d1\u8868\u6587\u7ae0\u300aGrounding AI agents in biological reality: Building blocks for autonomous wet labs\u300b\uff0c\u4ecb\u7ecd\u4e86\u5176\u81ea\u4e3b\u6e7f\u5b9e\u9a8c\u5ba4\u7814\u7a76\u8fdb\u5c55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\u4e0ePyLabRobot\u76f4\u63a5\u76f8\u5173\u7684\u6838\u5fc3\u6210\u679c\uff0c\u662fVERID\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">VERID\u5168\u79f0\u4e3aVERified Infrastructure for Discovery Laboratories\uff0c\u53ef\u4ee5\u7406\u89e3\u4e3a\u201c\u9762\u5411\u79d1\u5b66\u53d1\u73b0\u5b9e\u9a8c\u5ba4\u7684\u53ef\u9a8c\u8bc1\u57fa\u7840\u8bbe\u65bd\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u7684\u76ee\u6807\u5e76\u4e0d\u662f\u5355\u7eaf\u8ba9AI\u751f\u6210\u5b9e\u9a8c\u7a0b\u5e8f\uff0c\u800c\u662f\u8ba9AI\u80fd\u591f\u7406\u89e3\u5b9e\u9a8c\u5ba4\u771f\u5b9e\u72b6\u6001\uff0c\u5e76\u5728\u53d7\u5230\u7269\u7406\u6761\u4ef6\u7ea6\u675f\u7684\u60c5\u51b5\u4e0b\uff0c\u89c4\u5212\u3001\u9a8c\u8bc1\u548c\u6267\u884c\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4e3a\u4ec0\u4e48\u9700\u8981VERID\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u5927\u8bed\u8a00\u6a21\u578b\u5df2\u7ecf\u80fd\u591f\u751f\u6210Python\u4ee3\u7801\u3001\u8bbe\u8ba1\u5b9e\u9a8c\u6d41\u7a0b\u3001\u5206\u6790\u79d1\u5b66\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u4ee3\u7801\u6b63\u786e\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u771f\u5b9e\u5b9e\u9a8c\u80fd\u591f\u6210\u529f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0cAI\u53ef\u80fd\u751f\u6210\u4e00\u4e2a\u770b\u8d77\u6765\u5b8c\u5168\u5408\u7406\u7684\u79fb\u6db2\u7a0b\u5e8f\uff0c\u5374\u5ffd\u7565\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u901a\u9053\u79fb\u6db2\u5668\u7684\u5438\u5934\u95f4\u8ddd\u5927\u4e8e\u8bd5\u5242\u69fd\u5bbd\u5ea6\u3002<\/li>\n\n\n\n<li>\u67d0\u4e2a\u5fae\u5b54\u4e2d\u7684\u8bd5\u5242\u5df2\u7ecf\u4e0d\u8db3\u3002<\/li>\n\n\n\n<li>\u673a\u5668\u4eba\u8fd0\u52a8\u8def\u5f84\u53ef\u80fd\u78b0\u649e\u5b9e\u9a8c\u5668\u5177\u3002<\/li>\n\n\n\n<li>\u5438\u6db2\u9ad8\u5ea6\u4e0d\u5408\u9002\uff0c\u5bfc\u81f4\u6db2\u4f53\u8f6c\u79fb\u8bef\u5dee\u3002<\/li>\n\n\n\n<li>\u67d0\u4e2a\u8bbe\u5907\u53d1\u751f\u6545\u969c\u540e\uff0c\u7a0b\u5e8f\u4e0d\u77e5\u9053\u54ea\u4e9b\u64cd\u4f5c\u5df2\u7ecf\u5b8c\u6210\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u95ee\u9898\u90fd\u4e0d\u662f\u666e\u901a\u4ee3\u7801\u8bed\u6cd5\u68c0\u67e5\u53ef\u4ee5\u89e3\u51b3\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u5b9e\u9a8c\u5ba4AI\u667a\u80fd\u4f53\u4e0d\u4ec5\u9700\u8981\u7406\u89e3\u5b9e\u9a8c\u6b65\u9aa4\uff0c\u8fd8\u5fc5\u987b\u7406\u89e3\u5b9e\u9a8c\u73b0\u573a\u7684\u51e0\u4f55\u7ed3\u6784\u3001\u7269\u7406\u72b6\u6001\u548c\u64cd\u4f5c\u7ea6\u675f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. VERID\u7684\u56db\u9879\u6838\u5fc3\u80fd\u529b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u5728PyLabRobot\u63d0\u4f9b\u7684\u8bbe\u5907\u63a7\u5236\u3001\u8d44\u6e90\u7ec4\u7ec7\u53ca\u72b6\u6001\u8ddf\u8e2a\u80fd\u529b\u4e4b\u4e0a\uff0c\u8fdb\u4e00\u6b65\u5efa\u7acb\u4e86\u6301\u7eed\u8fd0\u884c\u7684\u8bed\u4e49\u6570\u5b57\u5b6a\u751f\u7cfb\u7edf\uff08Semantic Digital Twin\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u5305\u62ec\u56db\u9879\u5173\u952e\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\uff0c\u5b9e\u65f6\u5b9e\u9a8c\u5ba4\u72b6\u6001\u67e5\u8be2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u5efa\u7acb\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u5355\u5143\u7684\u4e09\u7ef4\u72b6\u6001\u6a21\u578b\uff0c\u8bb0\u5f55\u8bbe\u5907\u3001\u5bb9\u5668\u3001\u8bd5\u5242\u3001\u6db2\u4f53\u4f53\u79ef\u53ca\u5438\u5934\u5e93\u5b58\u7b49\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u53ef\u4ee5\u67e5\u8be2\u5f53\u524d\u72b6\u6001\uff0c\u800c\u4e0d\u5fc5\u4ec5\u51ed\u6b64\u524d\u751f\u6210\u7684\u4ee3\u7801\u63a8\u6d4b\u73b0\u573a\u60c5\u51b5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\uff0c\u5b9e\u9a8c\u6267\u884c\u524d\u4eff\u771f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u771f\u5b9e\u673a\u5668\u4eba\u52a8\u4f5c\u4e4b\u524d\uff0c\u7cfb\u7edf\u590d\u5236\u5f53\u524d\u6570\u5b57\u5b6a\u751f\u72b6\u6001\uff0c\u8fdb\u884c\u5feb\u901f\u865a\u62df\u6267\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u53d1\u73b0\u64cd\u4f5c\u8fdd\u53cd\u7a7a\u95f4\u7ea6\u675f\u3001\u6db2\u4f53\u5bb9\u91cf\u7ea6\u675f\u6216\u5176\u4ed6\u5b89\u5168\u89c4\u5219\uff0c\u7cfb\u7edf\u5c31\u4f1a\u62d2\u7edd\u76f8\u5173\u547d\u4ee4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c\u5b89\u5168\u6267\u884c\u63a7\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u9a8c\u547d\u4ee4\u5e76\u4e0d\u662f\u7531AI\u76f4\u63a5\u53d1\u9001\u7ed9\u673a\u5668\u4eba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4eec\u9700\u8981\u7ecf\u8fc7\u9a8c\u8bc1\uff0c\u518d\u8f6c\u6362\u4e3a\u5e95\u5c42\u786c\u4ef6\u63a7\u5236\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u76f8\u5f53\u4e8e\u5728AI\u51b3\u7b56\u5c42\u4e0e\u771f\u5b9e\u673a\u5668\u4eba\u4e4b\u95f4\u589e\u52a0\u4e86\u4e00\u9053\u5b89\u5168\u5c4f\u969c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u56db\uff0c\u591a\u6a21\u6001\u5b9e\u9a8c\u8bb0\u5f55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u540c\u6b65\u4fdd\u5b58\u5b9e\u9a8c\u72b6\u6001\u3001\u64cd\u4f5c\u65e5\u5fd7\u3001\u8bbe\u5907\u6570\u636e\u53ca\u6444\u50cf\u5934\u89c6\u9891\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u5b9e\u9a8c\u7ed3\u679c\u5f02\u5e38\u65f6\uff0cAI\u6216\u7814\u7a76\u4eba\u5458\u80fd\u591f\u56de\u6eaf\u6267\u884c\u8fc7\u7a0b\uff0c\u5b9a\u4f4d\u6f5c\u5728\u539f\u56e0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0ePyLabRobot\u57fa\u7840\u529f\u80fd\u76f8\u6bd4\uff0cVERID\u4e00\u4e2a\u91cd\u8981\u589e\u5f3a\u662f\u72b6\u6001\u6301\u4e45\u5316\uff1a\u5b9e\u9a8c\u72b6\u6001\u4e0d\u518d\u53ea\u4f9d\u8d56\u5355\u6b21\u811a\u672c\u8fd0\u884c\uff0c\u800c\u53ef\u4ee5\u8de8\u8d8a\u4e0d\u540c\u64cd\u4f5c\u6a21\u5757\u548c\u8bbe\u5907\u6545\u969c\u6301\u7eed\u4fdd\u5b58\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e3a\u667a\u80fd\u4f53\u81ea\u4e3b\u8bca\u65ad\u3001\u6545\u969c\u6062\u590d\u53ca\u591a\u8f6e\u5b9e\u9a8c\u5b66\u4e60\u63d0\u4f9b\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001Google\u7684\u4e09\u4e2a\u5b9e\u9a8c\u6848\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u5728VERID\u7814\u7a76\u4e2d\u91c7\u7528\u76f8\u5bf9\u7b80\u5355\u3001\u6210\u672c\u8f83\u4f4e\u7684\u67d3\u6599\u548c\u53bb\u79bb\u5b50\u6c34\u5b9e\u9a8c\uff0c\u9a8c\u8bc1AI\u667a\u80fd\u4f53\u64cd\u4f5c\u771f\u5b9e\u5b9e\u9a8c\u8bbe\u5907\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u5b9e\u9a8c\u867d\u7136\u6ca1\u6709\u76f4\u63a5\u6d89\u53ca\u590d\u6742\u751f\u7269\u4f53\u7cfb\uff0c\u5374\u8986\u76d6\u4e86\u6e7f\u5b9e\u9a8c\u5ba4\u5e38\u89c1\u7684\u79fb\u6db2\u3001\u7a00\u91ca\u3001\u6df7\u5408\u548c\u68c0\u6d4b\u7b49\u57fa\u672c\u64cd\u4f5c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6848\u4f8b\u4e00\uff1aAI\u53d1\u73b0\u79fb\u6db2\u9ad8\u5ea6\u5bfc\u81f4\u7684\u5b9e\u9a8c\u8bef\u5dee<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u4eba\u5458\u8ba9\u7cfb\u7edf\u6267\u884c\u8fde\u7eed\u7a00\u91ca\u5b9e\u9a8c\uff0c\u5e76\u4f7f\u7528\u68c0\u6d4b\u4eea\u5668\u6d4b\u91cf\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\uff0c\u5b9e\u9a8c\u5f97\u5230\u7684\u7a00\u91ca\u6bd4\u4f8b\u660e\u663e\u504f\u79bb\u9884\u671f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u901a\u8fc7\u5206\u6790\u5b9e\u9a8c\u6570\u636e\u53d1\u73b0\u5f02\u5e38\uff0c\u5e76\u63d0\u51fa\u6df7\u5408\u4e0d\u5145\u5206\u7684\u53ef\u80fd\u539f\u56e0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u540e\uff0c\u7814\u7a76\u4eba\u5458\u7ed3\u5408VERID\u8bb0\u5f55\u7684\u4fa7\u9762\u89c6\u9891\u3001\u6267\u884c\u65e5\u5fd7\u53ca\u5b9e\u9a8c\u5668\u5177\u51e0\u4f55\u4fe1\u606f\uff0c\u53d1\u73b0\u5b9e\u9645\u95ee\u9898\u6d89\u53ca\u79fb\u6db2\u5438\u5934\u8fc7\u4e8e\u9760\u8fd1\u5b54\u5e95\uff0c\u5bfc\u81f4\u67d3\u6599\u5206\u5c42\u53ca\u90e8\u5206\u5438\u5934\u51fa\u53e3\u53d7\u963b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6539\u8fdb\u5438\u6db2\u3001\u5206\u6db2\u9ad8\u5ea6\u548c\u6df7\u5408\u65b9\u5f0f\u540e\uff0c\u539f\u5148\u7ea61.4\u81f31.8\u500d\u7684\u5b9e\u9645\u9010\u7ea7\u7a00\u91ca\u6bd4\u4f8b\uff0c\u6539\u5584\u5230\u7ea61.92\u81f31.99\u500d\uff0c\u63a5\u8fd1\u76ee\u6807\u76842\u500d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u6848\u4f8b\u4f53\u73b0\u4e86AI\u4e0e\u7814\u7a76\u4eba\u5458\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u7269\u7406\u8bc1\u636e\u6539\u8fdb\u64cd\u4f5c\u7a0b\u5e8f\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u662fAI\u5b8c\u5168\u72ec\u7acb\u53d1\u73b0\u5168\u90e8\u6545\u969c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6848\u4f8b\u4e8c\uff1aAI\u8bc6\u522b\u7269\u7406\u7ea6\u675f\uff0c\u5e76\u81ea\u4e3b\u8bbe\u8ba1\u8bca\u65ad\u5b9e\u9a8c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u4e2a\u6848\u4f8b\u66f4\u52a0\u4f53\u73b0\u667a\u80fd\u4f53\u7684\u81ea\u4e3b\u89c4\u5212\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4e00\u6b21\u5b9e\u9a8c\u4e2d\uff0cAI\u63d0\u51fa\u4f7f\u75288\u901a\u9053\u79fb\u6db2\u5668\u540c\u65f6\u8fdb\u5165\u8bd5\u5242\u69fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u4eff\u771f\u7cfb\u7edf\u53d1\u73b0\uff0c8\u4e2a\u5438\u5934\u6a2a\u5411\u8de8\u5ea6\u4e3a72\u6beb\u7c73\uff0c\u800c\u8bd5\u5242\u69fd\u76f8\u5e94\u957f\u5ea6\u53ea\u670971.2\u6beb\u7c73\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u64cd\u4f5c\u5728\u7269\u7406\u4e0a\u4e0d\u53ef\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">VERID\u56e0\u6b64\u62d2\u7edd\u6267\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u968f\u540e\u8c03\u6574\u8ba1\u5212\uff0c\u91c7\u75287\u901a\u9053\u6df7\u5408\uff0c\u5e76\u901a\u8fc7\u5206\u6279\u64cd\u4f5c\u5b8c\u6210\u540e\u7eed\u6b65\u9aa4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c\u5b9e\u9a8c\u7ed3\u679c\u540e\u6765\u51fa\u73b0\u7cfb\u7edf\u6027\u504f\u5dee\u3002AI\u6ca1\u6709\u7b80\u5355\u5730\u91cd\u590d\u5b9e\u9a8c\uff0c\u800c\u662f\u8bbe\u8ba1\u4e86\u9488\u5bf9\u6027\u5bf9\u7167\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7ec8\u53d1\u73b0\uff0c\u90e8\u5206\u8bef\u5dee\u6765\u81ea\u79fb\u6db2\u5438\u5934\u5185\u58c1\u6b8b\u7559\u67d3\u6599\uff0c\u5728\u540e\u7eed\u6df7\u5408\u8fc7\u7a0b\u4e2d\u88ab\u5e26\u5165\u6837\u54c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u6848\u4f8b\u8bf4\u660e\uff0c\u667a\u80fd\u4f53\u4e0d\u4ec5\u53ef\u4ee5\u4f9d\u636e\u89c4\u5219\u4fee\u6b63\u64cd\u4f5c\uff0c\u8fd8\u80fd\u591f\u63d0\u51fa\u5047\u8bbe\u3001\u8bbe\u8ba1\u9a8c\u8bc1\u5b9e\u9a8c\uff0c\u5e76\u9010\u6b65\u6392\u67e5\u771f\u5b9e\u7269\u7406\u539f\u56e0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6848\u4f8b\u4e09\uff1aAI\u901a\u8fc7\u81ea\u4e3b\u5b9e\u9a8c\u6539\u5584\u81ea\u8eab\u8868\u73b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u4e2a\u6848\u4f8b\u91c7\u7528\u4e00\u79cd\u7c7b\u4f3c\u81ea\u6211\u5bf9\u5f08\uff08Self-play\uff09\u7684\u5b9e\u9a8c\u673a\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u9700\u8981\u5229\u7528\u6709\u9650\u7684\u79fb\u6db2\u8017\u6750\u3001\u5fae\u5b54\u677f\u53ca\u6444\u50cf\u5934\u89c2\u6d4b\u4fe1\u606f\uff0c\u63a8\u65ad\u672a\u77e5\u67d3\u6599\u6df7\u5408\u7269\u7684\u7ec4\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u53ef\u4ee5\u81ea\u884c\u9009\u62e9\u5b9e\u9a8c\u65b9\u6848\uff0c\u6267\u884c\u7a00\u91ca\u3001\u914d\u5236\u5bf9\u7167\u6837\u54c1\u7b49\u64cd\u4f5c\uff0c\u89c2\u5bdf\u7ed3\u679c\u5e76\u8fdb\u884c\u8c03\u6574\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u591a\u8f6e\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0cAI\u9010\u6e10\u8bc6\u522b\u51fa\u5149\u5b66\u89c2\u6d4b\u3001\u6db2\u4f53\u64cd\u4f5c\u53ca\u5b9e\u9a8c\u6d41\u7a0b\u4e2d\u7684\u8bef\u5dee\u6765\u6e90\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-heading\">\u516d\u3001\u4ece\u673a\u5668\u4eba\u63a7\u5236\u8d70\u5411\u81ea\u4e3b\u79d1\u5b66\u53d1\u73b0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u540c\u671f\u53d1\u5e03\u7684\u7814\u7a76\u8fd8\u6d89\u53caDNA\u9002\u914d\u4f53\uff08Aptamer\uff09\u8bbe\u8ba1\uff0c\u4ee5\u53ca\u5168\u65b0\u86cb\u767d\u8d28\u7ed3\u5408\u5206\u5b50\u7684\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6210\u679c\u4f53\u73b0\u4e86\u4e0eVERID\u76f8\u4e92\u5173\u8054\u7684\u81ea\u4e3b\u79d1\u5b66\u7814\u7a76\u65b9\u5411\uff0c\u4f46\u9700\u8981\u533a\u5206\uff1a\u5b83\u4eec\u5c5e\u4e8eGoogle\u66f4\u5e7f\u6cdb\u7684AI\u9a71\u52a8\u751f\u7269\u53d1\u73b0\u7814\u7a76\uff0c\u4e0d\u80fd\u7b80\u5355\u8ba4\u5b9a\u6240\u6709\u5b9e\u9a8c\u90fd\u76f4\u63a5\u7531PyLabRobot\u6216VERID\u5b8c\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728DNA\u9002\u914d\u4f53\u7814\u7a76\u4e2d\uff0cAI\u667a\u80fd\u4f53\u53c2\u4e0e\u8bbe\u8ba1\u80fd\u591f\u7ed3\u5408\u7279\u5b9a\u86cb\u767d\u8d28\u7684DNA\u5e8f\u5217\uff0c\u518d\u5229\u7528\u6e7f\u5b9e\u9a8c\u6570\u636e\u4e0d\u65ad\u4fee\u6b63\u5019\u9009\u5206\u5b50\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ecf\u8fc7\u4e09\u8f6e\u8bbe\u8ba1\u3001\u5b9e\u9a8c\u548c\u6539\u8fdb\uff0c\u7814\u7a76\u4eba\u5458\u62a5\u544a\uff0c\u9488\u5bf9\u808c\u7ea2\u86cb\u767d\u548c\u03b1-\u51dd\u8840\u9176\u4e24\u4e2a\u76ee\u6807\u7684\u7ecf\u9a8c\u8bc1\u547d\u4e2d\u7387\u5206\u522b\u8fbe\u523033.5%\u548c42.1%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\uff0cAI\u8fd8\u901a\u8fc7\u5b9e\u9a8c\u53cd\u9988\u8ba4\u8bc6\u5230\uff0c\u4e00\u4e9b\u770b\u4f3c\u7ed3\u5408\u80fd\u529b\u5f88\u5f3a\u7684\u5206\u5b50\u5b9e\u9645\u4e0a\u5b58\u5728\u975e\u7279\u5f02\u6027\u5438\u9644\u95ee\u9898\uff0c\u5e76\u8c03\u6574\u4e86\u540e\u7eed\u8bbe\u8ba1\u7b56\u7565\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u53e6\u4e00\u9879\u86cb\u767d\u8d28\u8bbe\u8ba1\u7814\u7a76\u4e2d\uff0cGoogle\u5c06\u667a\u80fd\u4f53\u4e0e\u8ba1\u7b97\u4f18\u5316\u7ed3\u5408\uff0c\u901a\u8fc7\u805a\u7126\u76ee\u6807\u86cb\u767d\u7684\u5c40\u90e8\u7ed3\u5408\u533a\u57df\u51cf\u5c11\u8ba1\u7b97\u8d1f\u62c5\uff0c\u6700\u7ec8\u83b7\u5f97\u5bf9\u764c\u75c7\u76f8\u5173\u9776\u6807\u5177\u6709\u4e2a\u4f4d\u6570\u7eb3\u6469\u5c14\u7ea7\u7ed3\u5408\u4eb2\u548c\u529b\u7684\u5019\u9009\u5206\u5b50\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u7814\u7a76\u4e0eVERID\u6240\u4ee3\u8868\u7684\u5b9e\u9a8c\u81ea\u52a8\u5316\u80fd\u529b\u5171\u540c\u6307\u5411\u4e00\u4e2a\u65b9\u5411\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u4e0d\u4ec5\u8bbe\u8ba1\u79d1\u5b66\u5b9e\u9a8c\uff0c\u8fd8\u80fd\u591f\u5229\u7528\u771f\u5b9e\u5b9e\u9a8c\u6570\u636e\u53d1\u73b0\u6a21\u578b\u6ca1\u6709\u9884\u6599\u5230\u7684\u95ee\u9898\uff0c\u5e76\u636e\u6b64\u6539\u8fdb\u4e0b\u4e00\u8f6e\u7814\u7a76\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\uff0c\u5982\u679c\u5c06\u8fd9\u79cd\u5206\u5b50\u8bbe\u8ba1\u667a\u80fd\u4f53\u4e0eVERID\u7684\u53ef\u9a8c\u8bc1\u673a\u5668\u4eba\u6267\u884c\u80fd\u529b\u8fdb\u4e00\u6b65\u6574\u5408\uff0c\u5c31\u6709\u673a\u4f1a\u5f62\u6210\u66f4\u5b8c\u6574\u7684\u81ea\u4e3b\u79d1\u7814\u4f53\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u57fa\u672c\u5de5\u4f5c\u94fe\u6761\u53ef\u4ee5\u6982\u62ec\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u79d1\u5b66\u95ee\u9898\u63d0\u51fa \u2192 AI\u751f\u6210\u5047\u8bbe \u2192 \u5b9e\u9a8c\u65b9\u6848\u8bbe\u8ba1 \u2192 \u4eff\u771f\u4e0e\u5b89\u5168\u9a8c\u8bc1 \u2192 \u673a\u5668\u4eba\u6267\u884c\u5b9e\u9a8c \u2192 \u68c0\u6d4b\u6570\u636e\u91c7\u96c6 \u2192 AI\u5206\u6790\u4e0e\u8c03\u6574 \u2192 \u4e0b\u4e00\u8f6e\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u6837\u7684\u4f53\u7cfb\u4e2d\uff0cPyLabRobot\u4e3b\u8981\u627f\u62c5\u5b9e\u9a8c\u8bbe\u5907\u63a5\u53e3\u4e0e\u64cd\u4f5c\u6267\u884c\u65b9\u9762\u7684\u57fa\u7840\u804c\u8d23\uff0c\u800cVERID\u8fdb\u4e00\u6b65\u627f\u62c5\u7269\u7406\u72b6\u6001\u7ba1\u7406\u3001\u6267\u884c\u9a8c\u8bc1\u53ca\u53ef\u8ffd\u6eaf\u8bb0\u5f55\u7b49\u804c\u8d23\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e24\u8005\u90fd\u4e0d\u7b49\u540c\u4e8e\u8d1f\u8d23\u79d1\u5b66\u53d1\u73b0\u7684\u5927\u6a21\u578b\u672c\u8eab\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001PyLabRobot\u7684\u6280\u672f\u4ef7\u503c\u4e0e\u73b0\u5b9e\u5c40\u9650<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u4ea7\u4e1a\u6280\u672f\u89d2\u5ea6\u770b\uff0cPyLabRobot\u7684\u91cd\u8981\u4ef7\u503c\u81f3\u5c11\u4f53\u73b0\u5728\u4e09\u4e2a\u65b9\u9762\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\uff0c\u5b83\u964d\u4f4e\u4e86\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u5bf9\u5355\u4e00\u8bbe\u5907\u5382\u5546\u7684\u4f9d\u8d56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u6784\u5efa\u5b9e\u9a8c\u7a0b\u5e8f\uff0c\u8ba9\u8de8\u5382\u5546\u8bbe\u5907\u534f\u540c\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u8fd9\u4e0d\u610f\u5473\u7740\u5b9e\u9a8c\u7a0b\u5e8f\u53ef\u4ee5\u4e0d\u7ecf\u9002\u914d\u3001\u6821\u51c6\u548c\u9a8c\u8bc1\uff0c\u5c31\u76f4\u63a5\u8fc1\u79fb\u5230\u4efb\u4f55\u8bbe\u5907\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6b21\uff0c\u5b83\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u4e86\u53ef\u7f16\u7a0b\u7684\u7269\u7406\u6267\u884c\u63a5\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u8bed\u8a00\u6a21\u578b\u64c5\u957f\u751f\u6210\u7a0b\u5e8f\u548c\u5236\u5b9a\u4efb\u52a1\u8ba1\u5212\uff0c\u4f46\u771f\u5b9e\u5b9e\u9a8c\u9700\u8981\u53ef\u9760\u7684\u8bbe\u5907\u9a71\u52a8\u4e0e\u64cd\u4f5c\u62bd\u8c61\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u4f7f\u4e8c\u8005\u4e4b\u95f4\u7684\u8fde\u63a5\u66f4\u52a0\u76f4\u63a5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c\u5b83\u4e3a\u5b9e\u9a8c\u5ba4\u6570\u5b57\u5b6a\u751f\u548c\u95ed\u73af\u5b66\u4e60\u63d0\u4f9b\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u56db\u662fAI\u81ea\u4e3b\u5b9e\u9a8c\u9700\u8981\u4e25\u683c\u7684\u5b89\u5168\u8fb9\u754c\u3002\u5c24\u5176\u5728\u751f\u7269\u5b9e\u9a8c\u548c\u836f\u7269\u7814\u53d1\u573a\u666f\uff0c\u5b9e\u9a8c\u65b9\u6848\u5ba1\u6279\u3001\u751f\u7269\u5b89\u5168\u7b5b\u67e5\u3001\u4eba\u5de5\u76d1\u7763\u548c\u5f02\u5e38\u505c\u6b62\u673a\u5236\u4ecd\u7136\u975e\u5e38\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u4e5f\u660e\u786e\u8868\u793a\uff0c\u5176\u5f53\u524d\u7814\u7a76\u91c7\u7528\u7ecf\u8fc7\u7b5b\u9009\u7684\u5b89\u5168\u5b9e\u9a8c\u4f53\u7cfb\uff0cAI\u751f\u6210\u7684\u64cd\u4f5c\u9700\u7ecf\u8fc7\u9a8c\u8bc1\uff0c\u76f8\u5173\u5b9e\u9a8c\u4ecd\u7531\u4eba\u7c7b\u7814\u7a76\u4eba\u5458\u6388\u6743\u548c\u76d1\u7763\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u73b0\u9636\u6bb5\u4e0d\u80fd\u5c06PyLabRobot\u6216VERID\u7406\u89e3\u4e3a\u5df2\u7ecf\u6210\u719f\u7684\u3001\u53ef\u65e0\u4eba\u76d1\u7763\u8fd0\u884c\u7684\u901a\u7528\u81ea\u4e3b\u5b9e\u9a8c\u5ba4\u5e73\u53f0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u5c55\u671b\uff1a\u5b9e\u9a8c\u5ba4\u7684\u201cAI\u539f\u751f\u5316\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u7684\u4e3b\u8981\u76ee\u6807\uff0c\u662f\u5c06\u4eba\u5de5\u64cd\u4f5c\u53d8\u6210\u53ef\u4ee5\u91cd\u590d\u6267\u884c\u7684\u673a\u5668\u7a0b\u5e8f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u4ee5PyLabRobot\u3001VERID\u4e3a\u4ee3\u8868\u7684\u65b0\u4e00\u4ee3\u6280\u672f\uff0c\u6b63\u5728\u63a8\u52a8\u5b9e\u9a8c\u5ba4\u81ea\u52a8\u5316\u8fdb\u5165\u65b0\u7684\u9636\u6bb5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u7684\u7814\u7a76\u6d41\u7a0b\u4e0d\u518d\u53ea\u662f\u7814\u7a76\u4eba\u5458\u7f16\u5199\u7a0b\u5e8f\u3001\u673a\u5668\u4eba\u91cd\u590d\u6267\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u667a\u80fd\u4f53\u6709\u671b\u6839\u636e\u5b9e\u9a8c\u76ee\u6807\u548c\u73b0\u573a\u72b6\u6001\uff0c\u81ea\u4e3b\u9009\u62e9\u64cd\u4f5c\u6b65\u9aa4\uff0c\u5224\u65ad\u5b9e\u9a8c\u7ed3\u679c\u662f\u5426\u53ef\u4fe1\uff0c\u5e76\u63d0\u51fa\u4e0b\u4e00\u8f6e\u6700\u6709\u4ef7\u503c\u7684\u5b9e\u9a8c\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5c06\u5e26\u6765\u4e24\u65b9\u9762\u7684\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u9762\uff0c\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u5c06\u9010\u6e10\u4ece\u5c01\u95ed\u7684\u4e13\u6709\u63a7\u5236\u7cfb\u7edf\uff0c\u8d70\u5411\u5f00\u653e\u3001\u53ef\u7f16\u7a0b\u3001\u53ef\u96c6\u6210\u7684\u81ea\u52a8\u5316\u5e73\u53f0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u4e00\u65b9\u9762\uff0cAI for Science\u4e5f\u5c06\u4ece\u4ee5\u6587\u732e\u3001\u6570\u636e\u548c\u4eff\u771f\u4e3a\u4e3b\u7684\u6570\u5b57\u7814\u7a76\u73af\u5883\uff0c\u9010\u6b65\u8fdb\u5165\u80fd\u591f\u83b7\u5f97\u771f\u5b9e\u7269\u7406\u53cd\u9988\u7684\u5b9e\u9a8c\u73af\u5883\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u79cd\u6280\u672f\u8def\u7ebf\u4e0d\u4ec5\u9002\u7528\u4e8e\u751f\u547d\u79d1\u5b66\uff0c\u8fd8\u53ef\u80fd\u6269\u5c55\u5230\u81ea\u52a8\u5316\u5316\u5b66\u5408\u6210\u3001\u6750\u6599\u7814\u53d1\u3001\u7535\u6c60\u7814\u7a76\uff0c\u4ee5\u53ca\u5176\u4ed6\u9700\u8981\u673a\u5668\u4eba\u5b9e\u9a8c\u3001\u4eea\u5668\u6d4b\u91cf\u548c\u53cd\u9988\u4f18\u5316\u7684\u79d1\u7814\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u9886\u57df\u7684\u8bbe\u5907\u63a5\u53e3\u3001\u5b89\u5168\u8981\u6c42\u548c\u7269\u7406\u6a21\u578b\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff0cPyLabRobot\u672c\u8eab\u5e76\u4e0d\u662f\u73b0\u6210\u7684\u8de8\u884c\u4e1a\u901a\u7528\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PyLabRobot\u7684\u610f\u4e49\uff0c\u5728\u4e8e\u4e3a\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u63d0\u4f9b\u5f00\u653e\u7684\u8f6f\u4ef6\u63a7\u5236\u57fa\u7840\uff1bGoogle VERID\u7684\u610f\u4e49\uff0c\u5219\u5728\u4e8e\u63a2\u7d22\u5982\u4f55\u5728\u8fd9\u4e00\u57fa\u7840\u4e0a\uff0c\u8ba9AI\u667a\u80fd\u4f53\u53ef\u9760\u5730\u7406\u89e3\u548c\u64cd\u4f5c\u771f\u5b9e\u7269\u7406\u4e16\u754c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e24\u8005\u7ed3\u5408\uff0c\u4ee3\u8868\u4e86\u81ea\u4e3b\u79d1\u7814\u5b9e\u9a8c\u5ba4\u7684\u4e00\u6761\u91cd\u8981\u6280\u672f\u8def\u7ebf\uff1a\u8ba9\u79d1\u5b66\u63a8\u7406\u3001\u673a\u5668\u4eba\u6267\u884c\u3001\u5b9e\u9a8c\u6d4b\u91cf\u548c\u6301\u7eed\u5b66\u4e60\u771f\u6b63\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u53ef\u80fd\u662fAI for Science\u4ece\u201c\u8f85\u52a9\u79d1\u5b66\u5bb6\u601d\u8003\u201d\u8d70\u5411\u201c\u53c2\u4e0e\u771f\u5b9e\u79d1\u5b66\u5b9e\u9a8c\u201d\u7684\u5173\u952e\u4e00\u6b65\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u8d44\u6599<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u91c7\u7528\u56fa\u5b9a\u6587\u672c\u7f16\u53f7\uff0c\u4e0d\u4f7f\u7528Markdown\u81ea\u52a8\u7f16\u53f7\uff0c\u4fbf\u4e8e\u590d\u5236\u5230\u5fae\u4fe1\u516c\u4f17\u53f7\u7f16\u8f91\u5668\u540e\u4fdd\u6301\u7f16\u53f7\u7a33\u5b9a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">01\uff5cPyLabRobot \u2014 Official Documentation<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/docs.pylabrobot.org\/stable\">https:\/\/docs.pylabrobot.org\/stable<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">02\uff5cPyLabRobot \u2014 GitHub Repository<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/PyLabRobot\/pylabrobot\">https:\/\/github.com\/PyLabRobot\/pylabrobot<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">03\uff5cPyLabRobot: An Open-Source, Hardware-Agnostic Interface for Liquid-Handling Robots and Accessories<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/doi.org\/10.1016\/j.device.2023.100111?utm_source=chatgpt.com\">https:\/\/doi.org\/10.1016\/j.device.2023.100111<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">04\uff5cPyLabRobot \u2014 Supported Machines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/docs.pylabrobot.org\/stable\/user_guide\/machines.html\">https:\/\/docs.pylabrobot.org\/stable\/user_guide\/machines.html<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">05\uff5cPyLabRobot \u2014 Using the Visualizer<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/docs.pylabrobot.org\/stable\/user_guide\/machine-agnostic-features\/using-the-visualizer.html\">https:\/\/docs.pylabrobot.org\/stable\/user_guide\/machine-agnostic-features\/using-the-visualizer.html<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">06\uff5cGoogle Research \u2014 Grounding AI Agents in Biological Reality: Building Blocks for Autonomous Wet Labs<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/research.google\/blog\/grounding-ai-agents-in-biological-reality-building-blocks-for-autonomous-wet-labs\">https:\/\/research.google\/blog\/grounding-ai-agents-in-biological-reality-building-blocks-for-autonomous-wet-labs<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">07\uff5cGoogle \u2014 Semantic Representation for Agentic Self-Play in Automated Laboratories<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.gstatic.com\/science-ai\/verid_semantic_lab.pdf?utm_source=chatgpt.com\">https:\/\/www.gstatic.com\/science-ai\/verid_semantic_lab.pdf<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">08\uff5cGoogle \u2014 Aptamers as a Sandbox for Lab-in-the-Loop Agentic Molecular Discovery<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.gstatic.com\/science-ai\/agentic_aptamer_sandbox.pdf?utm_source=chatgpt.com\">https:\/\/www.gstatic.com\/science-ai\/agentic_aptamer_sandbox.pdf<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">09\uff5cGoogle \u2014 Agent-Guided Epitope Excision Enables Economical de Novo Binder Design<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.gstatic.com\/science-ai\/epitope_excision.pdf?utm_source=chatgpt.com\">https:\/\/www.gstatic.com\/science-ai\/epitope_excision.pdf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ece\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u7edf\u4e00\u63a7\u5236\uff0c\u5230Google VERID\u81ea\u4e3b\u6e7f\u5b9e\u9a8c\u5ba4\uff1aAI for Science\u6b63\u5728\u6253\u901a\u201c\u79d1\u5b66\u63a8\u7406\u2014 [&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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