{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:5SUM2NNQ3R4D3KIJOYLI2STQA5","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":"5e5bfebf40309a6597fc10c71143c494d86f65eade42eeaf3595f6a563e3c9ba","cross_cats_sorted":["cs.AI","cs.PF","cs.SY","eess.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2024-09-09T05:22:01Z","title_canon_sha256":"fa2e4710a971e32b70e95ce7c832a055028d2ccc798fc3f9ff2c62684522f86e"},"schema_version":"1.0","source":{"id":"2409.11416","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.11416","created_at":"2026-07-05T09:08:30Z"},{"alias_kind":"arxiv_version","alias_value":"2409.11416v1","created_at":"2026-07-05T09:08:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.11416","created_at":"2026-07-05T09:08:30Z"},{"alias_kind":"pith_short_12","alias_value":"5SUM2NNQ3R4D","created_at":"2026-07-05T09:08:30Z"},{"alias_kind":"pith_short_16","alias_value":"5SUM2NNQ3R4D3KIJ","created_at":"2026-07-05T09:08:30Z"},{"alias_kind":"pith_short_8","alias_value":"5SUM2NNQ","created_at":"2026-07-05T09:08:30Z"}],"graph_snapshots":[{"event_id":"sha256:c2ccc313d85a6b481d2abda4fab9b4bba118e08653eaa285e917aaf58ef617e9","target":"graph","created_at":"2026-07-05T09:08:30Z","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/2409.11416/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent breakthroughs of large language models (LLMs) have exhibited superior capability across major industries and stimulated multi-hundred-billion-dollar investment in AI-centric data centers in the next 3-5 years. This, in turn, bring the increasing concerns on sustainability and AI-related energy usage. However, there is a largely overlooked issue as challenging and critical as AI model and infrastructure efficiency: the disruptive dynamic power consumption behaviour. With fast, transient dynamics, AI infrastructure features ultra-low inertia, sharp power surge and dip, and a significant p","authors_text":"Mariam Mughees, Yize Chen, Yunwei Ryan Li, Yuzhuo Li","cross_cats":["cs.AI","cs.PF","cs.SY","eess.SY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2024-09-09T05:22:01Z","title":"The Unseen AI Disruptions for Power Grids: LLM-Induced Transients"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.11416","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":"sha256:1886de150c2ae234d3998caffbc94d08f6cf39e188be18c42ccb4e20c2198f0e","target":"record","created_at":"2026-07-05T09:08:30Z","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":"5e5bfebf40309a6597fc10c71143c494d86f65eade42eeaf3595f6a563e3c9ba","cross_cats_sorted":["cs.AI","cs.PF","cs.SY","eess.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2024-09-09T05:22:01Z","title_canon_sha256":"fa2e4710a971e32b70e95ce7c832a055028d2ccc798fc3f9ff2c62684522f86e"},"schema_version":"1.0","source":{"id":"2409.11416","kind":"arxiv","version":1}},"canonical_sha256":"eca8cd35b0dc783da90976168d4a700749f16521c80c9eabb0537592b1f58f63","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"eca8cd35b0dc783da90976168d4a700749f16521c80c9eabb0537592b1f58f63","first_computed_at":"2026-07-05T09:08:30.489627Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:08:30.489627Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SCE1AhB3ZdPeIIIgG+YDdy65L+QrzLbEK+M8iSvXh60DiZJUqYUSdy2lGaxnkSpFlhyMpq72uTis87Mo0bQACg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:08:30.490130Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.11416","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1886de150c2ae234d3998caffbc94d08f6cf39e188be18c42ccb4e20c2198f0e","sha256:c2ccc313d85a6b481d2abda4fab9b4bba118e08653eaa285e917aaf58ef617e9"],"state_sha256":"db8a0279bb2d28517ddeed19fa8a289b0066d427fb756a95074d0631faade520"}