{"paper":{"title":"Science Earth: Towards A Planet-Scale Operating System for AI-Native Scientific Discovery","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Bo An, Haibin Wen, Jiacheng Ge, Jiaming Ma, Jinglin Jian, Le Cong, Mengdi Wang, Ming Yin, Sanfeng Wu, Xiangru Tang, Yifan Wen, Yingcheng Wu, Zhe Zhao","submitted_at":"2026-05-31T16:05:41Z","abstract_excerpt":"Scientific discovery demands intelligence, perseverance, and serendipity\n  across vast search spaces. Today, top scientific capabilities remain\n  siloed--one AI system for biological analysis, another for clinical\n  reasoning, mathematical derivation, or materials simulation--and no\n  pre-designed team can anticipate every skill a question will need.\n  Science Earth is a planet-scale scientific runtime in which any\n  capability--a simulation cluster, a wet-lab robot, a proof engine, a\n  single-cell pipeline--can connect to any other, with collaboration\n  structure emerging from the question it"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.01316","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2606.01316/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}