{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZZTTWZ77Q6DEFUFCEYFY77LT5Y","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":"f6d0c58f42532c9dc25b00b1da98f1e9d99a5cb62587f94b87cb9b7490820826","cross_cats_sorted":[],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2026-07-10T10:30:46Z","title_canon_sha256":"72cf1c4e64de41f937b49f65750418d689fef0ef9812cc679dbe8b58fa5a1d7f"},"schema_version":"1.0","source":{"id":"2607.09266","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.09266","created_at":"2026-07-13T01:18:57Z"},{"alias_kind":"arxiv_version","alias_value":"2607.09266v1","created_at":"2026-07-13T01:18:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.09266","created_at":"2026-07-13T01:18:57Z"},{"alias_kind":"pith_short_12","alias_value":"ZZTTWZ77Q6DE","created_at":"2026-07-13T01:18:57Z"},{"alias_kind":"pith_short_16","alias_value":"ZZTTWZ77Q6DEFUFC","created_at":"2026-07-13T01:18:57Z"},{"alias_kind":"pith_short_8","alias_value":"ZZTTWZ77","created_at":"2026-07-13T01:18:57Z"}],"graph_snapshots":[{"event_id":"sha256:7872c83c9f989e0ab5a9094c56693143fa1109f2727ed3cfc4db43e56da4bd8b","target":"graph","created_at":"2026-07-13T01:18:57Z","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/2607.09266/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Per-layer diagnostics reveal that, at the prescribed learning rate, Lion's effective scale is 2.6-2.8x too high for attention and MLP parameters and ~2x too high for normalization layers on ViT-Tiny/CIFAR-100; this 32% cross-layer-type disparity cannot be reproduced by a single global rate. The measurement comes from LionVote, a per-layer learning rate mechanism in which each parameter tensor maintains a compound level, a persistent integer updated every c epochs by two diagnostics (gradient direction stability and momentum health) resolved by a validation loss tiebreaker. Voting thresholds de","authors_text":"Kris Atallah (New York University, New York, USA)","cross_cats":[],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2026-07-10T10:30:46Z","title":"LionVote: Per-Layer Learning Rate Adaptation for Lion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.09266","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":"sha256:5e2106046ef43ccdf33faff0e04626350b9f44e8a18427754b307a48a0c2a051","target":"record","created_at":"2026-07-13T01:18:57Z","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":"f6d0c58f42532c9dc25b00b1da98f1e9d99a5cb62587f94b87cb9b7490820826","cross_cats_sorted":[],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2026-07-10T10:30:46Z","title_canon_sha256":"72cf1c4e64de41f937b49f65750418d689fef0ef9812cc679dbe8b58fa5a1d7f"},"schema_version":"1.0","source":{"id":"2607.09266","kind":"arxiv","version":1}},"canonical_sha256":"ce673b67ff878642d0a2260b8ffd73ee312303e9ec759aa5e5a14de44e2499d3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce673b67ff878642d0a2260b8ffd73ee312303e9ec759aa5e5a14de44e2499d3","first_computed_at":"2026-07-13T01:18:57.023023Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-13T01:18:57.023023Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zedeKqdM2xvL1pDLmhOLlMPhQp+4ew1KnunLK4P9bUGhMh0DgYq1BNcwRASj0b3DFYcgfE5ffZ7RrkaJh66HAg==","signature_status":"signed_v1","signed_at":"2026-07-13T01:18:57.024852Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.09266","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5e2106046ef43ccdf33faff0e04626350b9f44e8a18427754b307a48a0c2a051","sha256:7872c83c9f989e0ab5a9094c56693143fa1109f2727ed3cfc4db43e56da4bd8b"],"state_sha256":"3a83475217fb3d911e5396875d3f4caa9b3eeb86811498434cba93abbb96dfd9"}