{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:P26AFDTPBH23RJLACEVYOSCZMD","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"1e9931929a7c317a981b7a710c6398cc45b9ab54c8fdccd7aa2f0b8578e224a4","cross_cats_sorted":["cs.DC","cs.OS"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-03T17:45:58Z","title_canon_sha256":"73736b9fe18cba6d796dccbd6d6d3bc887373be7a9d9439bbb936863851ffb9c"},"schema_version":"1.0","source":{"id":"2608.02569","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.02569","created_at":"2026-08-04T02:44:10Z"},{"alias_kind":"arxiv_version","alias_value":"2608.02569v1","created_at":"2026-08-04T02:44:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.02569","created_at":"2026-08-04T02:44:10Z"},{"alias_kind":"pith_short_12","alias_value":"P26AFDTPBH23","created_at":"2026-08-04T02:44:10Z"},{"alias_kind":"pith_short_16","alias_value":"P26AFDTPBH23RJLA","created_at":"2026-08-04T02:44:10Z"},{"alias_kind":"pith_short_8","alias_value":"P26AFDTP","created_at":"2026-08-04T02:44:10Z"}],"graph_snapshots":[{"event_id":"sha256:56543e31dd5e13936e40ad2e59c11f8bbd2eec05d3e45f236a0c927a113ab832","target":"graph","created_at":"2026-08-04T02:44:10Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2608.02569/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The efficiency of a datacenter rests on its control plane policies. Designing these policies is increasingly hard: the hardware-software stack grows fast, the design space is vast and interdependent, and prototyping a single policy takes months. Agentic AI promises to automate this search. Off the shelf, however, it falls short on three fronts. It is not formal: with no structured, searchable statement of the problem, the search has little structure to exploit and hard constraints are not guaranteed. It is not transferable: each task is solved from scratch, so nothing learned on one task carri","authors_text":"Aditya Akella, Chaojie Zhang, \\'I\\~nigo Goiri, Jovan Stojkovic, Qiushi Lin, Ricardo Bianchini","cross_cats":["cs.DC","cs.OS"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-03T17:45:58Z","title":"AtumAI: A Principled Framework for Agentic Generation of Datacenter Control-Plane Policies"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.02569","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:618b5036548edff53f01b0f9d62a15768a46d4dda3d67250ee85883f7cd3dea6","target":"record","created_at":"2026-08-04T02:44:10Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"1e9931929a7c317a981b7a710c6398cc45b9ab54c8fdccd7aa2f0b8578e224a4","cross_cats_sorted":["cs.DC","cs.OS"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-03T17:45:58Z","title_canon_sha256":"73736b9fe18cba6d796dccbd6d6d3bc887373be7a9d9439bbb936863851ffb9c"},"schema_version":"1.0","source":{"id":"2608.02569","kind":"arxiv","version":1}},"canonical_sha256":"7ebc028e6f09f5b8a560112b87485960d2d8917f6619cf4c602b56ee6c887b3c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7ebc028e6f09f5b8a560112b87485960d2d8917f6619cf4c602b56ee6c887b3c","first_computed_at":"2026-08-04T02:44:10.847362Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T02:44:10.847362Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xbmYu/CThfic4rNu/lpMQInKi/vaGrdITqGhS/jh0F2uJDBeC8ix+oYV8xgOJStGGrvCZSefBE8vUVutAY+tAQ==","signature_status":"signed_v1","signed_at":"2026-08-04T02:44:10.849699Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.02569","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:618b5036548edff53f01b0f9d62a15768a46d4dda3d67250ee85883f7cd3dea6","sha256:56543e31dd5e13936e40ad2e59c11f8bbd2eec05d3e45f236a0c927a113ab832"],"state_sha256":"9378d8762cc50210c349841d382ff5c930bf7c9941d85d795c0d9e53122da8f9"}