{"id":110196,"date":"2026-09-26T10:25:23","date_gmt":"2026-09-26T02:25:23","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110196.html"},"modified":"2026-09-26T10:25:23","modified_gmt":"2026-09-26T02:25:23","slug":"%e6%96%af%e5%9d%a6%e7%a6%8fnature%ef%bd%9c%e7%a7%91%e7%a0%94%e8%ae%ba%e6%96%87%e2%86%92%e4%ba%a4%e4%ba%92%e5%bc%8f%e5%8f%af%e9%9d%a0ai%e6%99%ba%e8%83%bd%e4%bd%93","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110196.html","title":{"rendered":"\u65af\u5766\u798fNature\uff5c\u79d1\u7814\u8bba\u6587\u2192\u4ea4\u4e92\u5f0f\u53ef\u9760AI\u667a\u80fd\u4f53"},"content":{"rendered":"<h4>\u6458\u8981<\/h4>\n<p>\u672c\u6587\u63d0\u51fa\u53ef\u5c06\u7814\u7a76\u8bba\u6587\u81ea\u52a8\u8f6c\u6362\u4e3aAI\u667a\u80fd\u4f53\u7684\u6846\u67b6Paper2Agent\u3002Paper2Agent\u628a\u79d1\u7814\u6210\u679c\u4ece\u9759\u6001\u8d44\u6599\u8f6c\u53d8\u4e3a\u53ef\u52a0\u901f\u5e94\u7528\u4e0e\u79d1\u5b66\u53d1\u73b0\u7684\u4e3b\u52a8\u5f0f\u7cfb\u7edf\u3002\u4f20\u7edf\u7814\u7a76\u8bba\u6587\u8981\u6c42\u8bfb\u8005\u7406\u89e3\u5e76\u9002\u914d\u8bba\u6587\u7684\u4ee3\u7801\u3001\u6570\u636e\u4e0e\u65b9\u6cd5&#xff0c;\u5f62\u6210\u77e5\u8bc6\u4f20\u64ad\u4e0e\u590d\u7528\u7684\u58c1\u5792\u3002Paper2Agent\u81f4\u529b\u4e8e\u89e3\u51b3\u8be5\u96be\u9898&#xff1a;\u5c06\u8bba\u6587\u8f6c\u5316\u4e3aAI\u667a\u80fd\u4f53&#xff0c;\u8be5\u667a\u80fd\u4f53\u76f8\u5f53\u4e8e\u865a\u62df\u901a\u8baf\u4f5c\u8005&#xff0c;\u628a\u7a3f\u4ef6\u3001\u8865\u5145\u6750\u6599\u3001\u6570\u636e\u96c6\u3001\u4ee3\u7801\u4e0e\u5de5\u4f5c\u6d41\u4ee5\u667a\u80fd\u4f53\u539f\u751f\u77e5\u8bc6\u7684\u5f62\u5f0f\u5bf9\u5916\u66b4\u9732&#xff0c;\u800c\u975e\u4ec5\u4ec5\u4f5c\u4e3a\u9759\u6001\u6587\u672c\u3002\u8be5\u6846\u67b6\u5229\u7528\u591a\u667a\u80fd\u4f53\u5206\u6790\u8bba\u6587\u4e0e\u4ee3\u7801\u5e93&#xff0c;\u6784\u5efa\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff08;MCP&#xff09;\u670d\u52a1\u5668&#xff1b;\u968f\u540e\u751f\u6210\u5e76\u8fd0\u884c\u6d4b\u8bd5&#xff0c;\u8fed\u4ee3\u4f18\u5316MCP&#xff0c;\u63d0\u5347\u5176\u7a33\u5065\u6027\u3002\u8fd9\u4e9b\u8bba\u6587MCP\u670d\u52a1\u5668\u53ef\u4ee5\u5bf9\u63a5\u5bf9\u8bdd\u667a\u80fd\u4f53&#xff08;\u4f8b\u5982Claude Code&#xff09;&#xff0c;\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u590d\u6742\u79d1\u5b66\u67e5\u8be2&#xff0c;\u667a\u80fd\u4f53\u4f1a\u8c03\u7528\u8bba\u6587\u81ea\u5e26\u7684\u5de5\u5177\u4e0e\u5de5\u4f5c\u6d41\u5b8c\u6210\u4efb\u52a1\u3002\u672c\u6587\u901a\u8fc7\u591a\u4e2a\u6848\u4f8b\u9a8c\u8bc1Paper2Agent\u7684\u6548\u679c&#xff1a;\u57fa\u4e8eAlphaGenome\u6784\u5efa\u667a\u80fd\u4f53\u89e3\u8bfb\u57fa\u56e0\u7ec4\u53d8\u5f02&#xff1b;\u57fa\u4e8eScanpy\u3001TISSUE\u6784\u5efa\u667a\u80fd\u4f53&#xff0c;\u5b8c\u6210\u5355\u7ec6\u80de\u4e0e\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u5b66\u5206\u6790\u3002\u9a8c\u8bc1\u8868\u660e&#xff0c;\u4e0a\u8ff0\u667a\u80fd\u4f53\u80fd\u591f\u590d\u73b0\u539f\u59cb\u8bba\u6587\u7ed3\u679c&#xff0c;\u5e76\u4e14\u5904\u7406\u7528\u6237\u63d0\u51fa\u7684\u5168\u65b0\u67e5\u8be2\u3002\u6b64\u5916&#xff0c;Paper2Agent\u6784\u5efa\u591a\u4e2a\u53ef\u534f\u540c\u5de5\u4f5c\u7684\u667a\u80fd\u4f53&#xff0c;\u5b8c\u6210\u94f6\u5c51\u75c5\u81f4\u75c5\u57fa\u56e0\u7684\u4f18\u5148\u7ea7\u7b5b\u9009\u3002Paper2Agent\u5c06\u9759\u6001\u8bba\u6587\u8f6c\u53d8\u4e3a\u4ea4\u4e92\u5f0fAI\u667a\u80fd\u4f53&#xff0c;\u5f00\u521b\u77e5\u8bc6\u4f20\u64ad\u65b0\u8303\u5f0f&#xff0c;\u52a9\u529b\u6784\u5efaAI\u5171\u540c\u79d1\u5b66\u5bb6\u534f\u540c\u751f\u6001\u3002<\/p>\n<p>jcmiao&#064;stanford.edu<\/p>\n<p>jamesz&#064;stanford.edu<\/p>\n<p>#Paper2Agent\u00a0#\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\u00a0#\u79d1\u7814\u667a\u80fd\u4f53\u00a0#\u5927\u8bed\u8a00\u6a21\u578b\u00a0#\u53ef\u590d\u73b0\u6027\u00a0#\u5355\u7ec6\u80de\u8f6c\u5f55\u7ec4\u00a0#\u57fa\u56e0\u7ec4\u53d8\u5f02\u89e3\u8bfb\u00a0#AI\u5171\u540c\u79d1\u5b66\u5bb6\u00a0<\/p>\n<h4>Paper2Agent\u603b\u89c8<\/h4>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"946\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022517-6ab72d0dea715.jpg\" width=\"1080\" \/><\/p>\n<p>\u56fe1\u00a0\u00a0Paper2Agent\u603b\u89c8<\/p>\n<p>(a) Paper2Agent\u5c06\u7814\u7a76\u8bba\u6587\u6784\u5efa\u8fdc\u7a0bMCP\u670d\u52a1\u5668&#xff0c;\u5305\u542b\u5de5\u5177\u3001\u8d44\u6e90\u3001\u63d0\u793a\u8bcd&#xff0c;\u4ece\u800c\u751f\u6210\u8bba\u6587MCP\u670d\u52a1\u5668\u3002\u670d\u52a1\u5668\u90e8\u7f72\u4e8e\u8fdc\u7a0b\u5e73\u53f0&#xff08;\u5982Hugging Face&#xff09;&#xff0c;\u65e0\u9700\u989d\u5916\u914d\u7f6e&#xff0c;\u5373\u53ef\u5bf9\u63a5\u4efb\u610f\u5927\u8bed\u8a00\u6a21\u578b\/\u667a\u80fd\u4f53\u3002\u5bf9\u63a5AI\u667a\u80fd\u4f53\u4e4b\u540e&#xff0c;\u5f62\u6210\u8bba\u6587\u4e13\u5c5e\u4ea4\u4e92\u667a\u80fd\u4f53&#xff0c;\u7528\u6237\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5373\u53ef\u8c03\u7528\u8bba\u6587\u65b9\u6cd5\u5f00\u5c55\u5206\u6790\u3002<\/p>\n<p>(b) Paper2Agent\u5de5\u4f5c\u6d41\u7a0b&#xff1a;\u9996\u5148\u5b9a\u4f4d\u8bba\u6587\u5bf9\u5e94\u7684\u4ee3\u7801\u5e93&#xff1b;\u542f\u52a82\u5957\u4e13\u7528\u667a\u80fd\u4f53&#xff1a;\u73af\u5883\u667a\u80fd\u4f53\u914d\u7f6e\u8f6f\u4ef6\u73af\u5883&#xff0c;\u63d0\u53d6\u667a\u80fd\u4f53\u5c06\u6838\u5fc3\u65b9\u6cd5\u5b9e\u73b0\u4e3a\u5de5\u5177&#xff1b;\u6d4b\u8bd5\u667a\u80fd\u4f53\u81ea\u52a8\u5f00\u5c55\u6821\u9a8c\u6d4b\u8bd5&#xff0c;\u8fed\u4ee3\u4f18\u5316\u4ee3\u7801\u4e0e\u73af\u5883&#xff0c;\u76f4\u5230\u8f93\u51fa\u4e0e\u53c2\u8003\u7ed3\u679c\u5339\u914d&#xff1b;\u6821\u9a8c\u901a\u8fc7\u540e&#xff0c;\u5de5\u5177\u4e0e\u73af\u5883\u6253\u5305\u4e3aMCP Python\u6587\u4ef6&#xff0c;\u90e8\u7f72\u81f3\u8fdc\u7a0b\u670d\u52a1\u5668&#xff1b;\u6700\u7ec8MCP\u670d\u52a1\u5668\u8fde\u63a5AI\u667a\u80fd\u4f53&#xff0c;\u5f97\u5230\u5b8c\u6574\u53ef\u7528\u7684\u8bba\u6587\u667a\u80fd\u4f53\u3002<\/p>\n<h4>\u57fa\u56e0\u7ec4\u5b66AlphaGenome\u667a\u80fd\u4f53<\/h4>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"1250\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022518-6ab72d0ee0830.jpg\" width=\"1080\" \/><\/p>\n<p>\u56fe2\u00a0\u00a0Paper2Agent\u751f\u6210\u7684AlphaGenome\u667a\u80fd\u4f53\u603b\u89c8<\/p>\n<p>(a) AlphaGenome MCP\u670d\u52a1\u5668\u4e0e\u667a\u80fd\u4f53\u7684\u6784\u5efa\u6d41\u7a0b\u3002<\/p>\n<p>(b) \u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c&#xff1b;\u6bcf\u7ec4\u65b9\u6cd5\u6bcf\u9879\u57fa\u51c6\u6d4b\u8bd5\u8fd0\u884c75\u6b21\u67e5\u8be2&#xff08;15\u4e2a\u67e5\u8be2&#xff0c;5\u6b21\u72ec\u7acb\u91cd\u590d&#xff09;&#xff1b;\u67f1\u72b6\u4e3a\u5747\u503c\u00b1\u6807\u51c6\u8bef&#xff0c;n&#061;5\u6b21\u72ec\u7acb\u8fd0\u884c\u3002<\/p>\n<p>(c) \u67e5\u8be2\u8fd0\u884c\u8017\u65f6&#xff1b;\u4e2d\u5fc3\u7ebf\u4ee3\u8868\u4e2d\u4f4d\u6570&#xff0c;\u7bb1\u4f53\u5c55\u793a25\u201175\u767e\u5206\u4f4d\u6570&#xff0c;\u987b\u5ef6\u4f38\u81f31.5\u500d4\u5206\u4f4d\u8ddd\u5185\u6781\u503c&#xff0c;\u79bb\u7fa4\u70b9\u7528\u6563\u70b9\u8868\u793a\u3002<\/p>\n<p>(d) \u901a\u8fc7\u300c\u89c4\u5212\u2011\u884c\u52a8\u2011\u89c2\u6d4b\u300d\u8fed\u4ee3\u5faa\u73af&#xff0c;\u81ea\u52a8\u5b8c\u6210GWAS\u57fa\u56e0\u5ea7\u7684\u89c4\u5212\u4e0e\u89e3\u8bfb\u3002<\/p>\n<h4>\u5355\u7ec6\u80de\u5206\u6790Scanpy\u667a\u80fd\u4f53<\/h4>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"1456\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022519-6ab72d0f67c56.jpg\" width=\"1080\" \/><\/p>\n<p>\u56fe3\u00a0\u00a0Paper2Agent\u751f\u6210\u7684Scanpy\u667a\u80fd\u4f53\u603b\u89c8<\/p>\n<p>(a) Scanpy MCP\u670d\u52a1\u5668\u4e0e\u667a\u80fd\u4f53\u6784\u5efa\u6d41\u7a0b\u3002<\/p>\n<p>(b) MCP\u63d0\u793a\u8bcd\u7f16\u7801\u6807\u51c6\u5316\u7684\u5355\u7ec6\u80de\u9884\u5904\u7406\u4e0e\u805a\u7c7b\u5b8c\u6574\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>(c) \u667a\u80fd\u4f53\u590d\u73b0\u4eba\u7c7b\u7814\u7a76\u8005\u7684\u5206\u6790\u7ed3\u679c&#xff0c;\u4ec5\u9700\u8981\u8f93\u5165\u6570\u636e\u96c6\u8def\u5f84\u5373\u53ef\u3002<\/p>\n<p>UMAP&#xff1a;\u5747\u5300\u6d41\u5f62\u8fd1\u4f3c\u4e0e\u6295\u5f71\u964d\u7ef4\u7b97\u6cd5\u3002<\/p>\n<h4>\u8bba\u6587\u667a\u80fd\u4f53\u534f\u540c\u5f00\u5c55\u79d1\u5b66\u53d1\u73b0<\/h4>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"914\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022520-6ab72d1005bd3.jpg\" width=\"1080\" \/><\/p>\n<p>\u56fe4\u00a0\u00a0Paper2Agent\u652f\u6301\u94f6\u5c51\u75c5\u76f8\u5173\u81f4\u75c5\u57fa\u56e0\u7684\u4f18\u5148\u7ea7\u7b5b\u9009\u4e0e\u5b9e\u9a8c\u4f50\u8bc1<\/p>\n<p>(a) Paper2Agent\u6574\u5408AlphaGenome\u3001MPRA\u2011\u8026\u5408scCRISPRi\u3001Perturb\u2011seq\u4e09\u5957\u8bba\u6587\u667a\u80fd\u4f53&#xff0c;\u5bf9\u94f6\u5c51\u75c5\u98ce\u9669\u57fa\u56e0\u5ea7rs887314\u5b8c\u6210\u5019\u9009\u57fa\u56e0\u6392\u5e8f&#xff0c;\u9501\u5b9aGPR137\u3002<\/p>\n<p>(b) rs887314\u987a\u5f0f\u8c03\u63a7\u5143\u4ef6\u6270\u52a8\u4e0e\u57fa\u56e0\u6572\u9664\u7279\u5f81\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\u6bcf\u4e2a\u70b9\u4ee3\u88681\u4e2a\u4e0b\u6e38\u57fa\u56e0&#xff1b;Rest\u7ec4n&#061;20&#xff1b;Stim8hr\u7ec4n&#061;21&#xff1b;Stim48hr\u7ec4 &#061;19&#xff1b;\u5c55\u793a\u65af\u76ae\u5c14\u66fc\u03c1\u4e0e\u53cc\u4fa7P\u503c&#xff1b;\u91c7\u7528\u672c\u96c5\u660e\u2011\u970d\u8d6b\u4f2f\u683c\u6821\u6b63&#xff08;\u6a59\u8272&#xff0c;FDR&lt;0.05&#xff09;&#xff1b;\u865a\u7ebf\u4e3a\u79fb\u9664\u79bb\u7fa4\u70b9\u540e\u7684\u7ebf\u6027\u62df\u5408&#xff1b;\u88ab\u6270\u52a8\u7684\u76ee\u6807\u57fa\u56e0\u4e0d\u53c2\u4e0e\u7edf\u8ba1\u3002<\/p>\n<h4>\u6570\u636e<\/h4>\n<p>10x Genomics\u5355\u7ec6\u80deRNA\u2011seq<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/3.0.0\/pbmc_1k_v2\/pbmc_1k_v2_filtered_feature_bc_matrix.h5<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/3.0.0\/pbmc_1k_v3\/pbmc_1k_v3_filtered_feature_bc_matrix.h5;<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/3.0.0\/pbmc_1k_protein_v3\/pbmc_1k_protein_v3_filtered_feature_bc_matrix.h5<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/6.0.0\/Brain_Tumor_3p_LT\/Brain_Tumor_3p_LT_filtered_feature_bc_matrix.h5<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/3.0.0\/neuron_1k_v3\/neuron_1k_v3_filtered_feature_bc_matrix.h5<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/3.0.0\/neuron_10k_v3\/neuron_10k_v3_filtered_feature_bc_matrix.h5<\/p>\n<p>http:\/\/cf.10xgenomics.com\/samples\/cell-exp\/3.0.0\/heart_1k_v3\/heart_1k_v3_filtered_feature_bc_matrix.h5<\/p>\n<p>\u5c0f\u9f20\u4f53\u611f\u76ae\u5c42\u7a7a\u95f4\u8f6c\u5f55\u7ec4&#xff08;\u6570\u636e\u96c615&#xff09;<\/p>\n<p>https:\/\/doi.org\/10.5281\/zenodo.8259942<\/p>\n<p>\u6ce8\u610f\u7f3a\u9677\u591a\u52a8\u969c\u788d&#xff08;ADHD&#xff09;\u5168\u57fa\u56e0\u7ec4\u5173\u8054\u7814\u7a76&#xff08;GWAS&#xff09;\u6c47\u603b\u7edf\u8ba1<\/p>\n<p>https:\/\/www.ebi.ac.uk\/gwas\/studies\/GCST90568440<\/p>\n<p>https:\/\/www.ebi.ac.uk\/gwas\/studies\/GCST90568441<\/p>\n<p>GTEx<\/p>\n<p>https:\/\/gtexportal.org\/home\/snp\/chr1_109274968_G_T_b38<\/p>\n<p>CD4\u207a T\u7ec6\u80dePerturb\u2011seq\u6270\u52a8\u6d4b\u5e8f<\/p>\n<p>https:\/\/virtualcellmodels.cziscience.com\/dataset\/genome-scale-tcell-perturb-seq<\/p>\n<p>\u7528\u4e8e\u987a\u5f0f\u8c03\u63a7\u5143\u4ef6&#xff08;CRE&#xff09;\u6270\u52a8\u5b9e\u9a8c\u7684\u3001\u7ed3\u5408MPRA\u7684\u5355\u7ec6\u80deCRISPR\u5e72\u6270<\/p>\n<p>https:\/\/static-content.springer.com\/esm\/art%3A10.1038%2Fs41588-025-02301-3\/MediaObjects\/41588_2025_2301_MOESM4_ESM.xlsx<\/p>\n<h4>\u4ee3\u7801<\/h4>\n<p>Paper2Agent\u9879\u76ee\u5f00\u6e90\u4ed3\u5e93<\/p>\n<p>https:\/\/github.com\/jmiao24\/Paper2Agent<\/p>\n<p>AlphaGenome MCP\u670d\u52a1\u5668<\/p>\n<p>https:\/\/huggingface.co\/spaces\/Paper2Agent\/alphagenome_mcp<\/p>\n<p>Scanpy MCP\u670d\u52a1\u5668<\/p>\n<p>https:\/\/huggingface.co\/spaces\/Paper2Agent\/scanpy_mcp<\/p>\n<p>TISSUE MCP\u670d\u52a1\u5668<\/p>\n<p>https:\/\/huggingface.co\/spaces\/Paper2Agent\/tissue_mcp<\/p>\n<h4>\u8be6\u7ec6\u603b\u7ed3<\/h4>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"1035\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022520-6ab72d108aa1a.png\" width=\"1080\" \/><\/p>\n<p>\u601d\u7ef4\u5bfc\u56fe<\/p>\n<p>Paper2Agent\u6574\u4f53\u67b6\u6784<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"177\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022521-6ab72d111a327.png\" width=\"1080\" \/><\/p>\n<p>Paper2MCP\u6d41\u6c34\u7ebf<\/p>\n<p>6\u6b65\u591a\u667a\u80fd\u4f53\u5b50\u7cfb\u7edf<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"413\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022521-6ab72d1144a97.png\" width=\"1080\" \/><\/p>\n<p>\u6848\u4f8b1&#xff1a;AlphaGenome Agent<\/p>\n<p>\u57fa\u56e0\u7ec4\u53d8\u5f02\u6548\u5e94\u9884\u6d4b<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"254\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022521-6ab72d1187b7d.png\" width=\"788\" \/><\/p>\n<p>\u5927\u89c4\u6a21\u7cfb\u7edf\u8bc4\u6d4b<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"245\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022521-6ab72d11ad4b5.png\" width=\"1080\" \/><\/p>\n<p>\u8303\u5f0f\u521b\u65b0<\/p>\n<p>\u9759\u6001\u8bba\u6587\u2192 Agent\u2011native\u53ef\u6267\u884c\u79d1\u7814\u4ea7\u7269<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"382\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260926022521-6ab72d11df575.png\" width=\"990\" \/><\/p>\n<h5>\u53c2\u8003<\/h5>\n<p>Nature. 2026 Sep 16. doi: 10.1038\/s41586-026-11044-y.\u00a0<\/p>\n<p>Reimagining research papers as interactive and reliable AI agents<\/p>\n<\/p>\n<p>\u6ce8&#xff1a;AI\u8f85\u52a9\u521b\u4f5c&#xff0c;\u5982\u6709\u4e0d\u5f53\u6b22\u8fce\u6307\u51fa\u3002\u5185\u5bb9\u4ec5\u4f9b\u53c2\u8003&#xff0c;\u4e0d\u6784\u6210\u4efb\u4f55\u5efa\u8bae\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981\u672c\u6587\u63d0\u51fa\u53ef\u5c06\u7814\u7a76\u8bba\u6587\u81ea\u52a8\u8f6c\u6362\u4e3aAI\u667a\u80fd\u4f53\u7684\u6846\u67b6Paper2Agent\u3002Paper2Agent\u628a\u79d1\u7814\u6210\u679c\u4ece\u9759\u6001\u8d44\u6599\u8f6c\u53d8\u4e3a\u53ef\u52a0\u901f\u5e94\u7528\u4e0e\u79d1\u5b66\u53d1\u73b0\u7684\u4e3b\u52a8\u5f0f\u7cfb\u7edf\u3002\u4f20\u7edf\u7814\u7a76\u8bba\u6587\u8981\u6c42\u8bfb\u8005\u7406\u89e3\u5e76\u9002\u914d\u8bba\u6587\u7684\u4ee3\u7801\u3001\u6570\u636e\u4e0e\u65b9\u6cd5&#xff0c;\u5f62\u6210\u77e5\u8bc6\u4f20\u64ad\u4e0e\u590d\u7528\u7684\u58c1\u5792\u3002Paper2Agent\u81f4\u529b\u4e8e\u89e3\u51b3\u8be5\u96be\u9898&#xff1a;\u5c06\u8bba\u6587\u8f6c\u5316\u4e3aAI\u667a\u80fd\u4f53&#xff0c;\u8be5\u667a\u80fd\u4f53\u76f8\u5f53\u4e8e\u865a\u62df\u901a\u8baf\u4f5c\u8005&#xff0c;\u628a\u7a3f\u4ef6\u3001\u8865\u5145\u6750\u6599\u3001\u6570\u636e\u96c6\u3001\u4ee3\u7801\u4e0e\u5de5\u4f5c\u6d41\u4ee5\u667a\u80fd\u4f53\u539f\u751f\u77e5\u8bc6\u7684\u5f62\u5f0f\u5bf9\u5916\u66b4\u9732&#xff0c;\u800c\u975e\u4ec5\u4ec5\u4f5c\u4e3a<\/p>\n","protected":false},"author":2,"featured_media":110186,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12392,50,100,207,427,224],"topic":[],"class_list":["post-110196","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-12392","tag-50","tag-100","tag-207","tag-427","tag-224"],"yoast_head":"<!-- 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