{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:OLF77JRZG27FJSQGQJR6YEKJGD","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":"87d593ce9f17fb40e31cf4adb71220749df0145d8fe2ca68655af84b00b4e249","cross_cats_sorted":["cs.CL","cs.CR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T18:18:36Z","title_canon_sha256":"1bbca1c37ca005f8a715981069423fc32b606e86278b9a6b2826e92da6c26e34"},"schema_version":"1.0","source":{"id":"2606.30788","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.30788","created_at":"2026-07-01T00:17:16Z"},{"alias_kind":"arxiv_version","alias_value":"2606.30788v1","created_at":"2026-07-01T00:17:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.30788","created_at":"2026-07-01T00:17:16Z"},{"alias_kind":"pith_short_12","alias_value":"OLF77JRZG27F","created_at":"2026-07-01T00:17:16Z"},{"alias_kind":"pith_short_16","alias_value":"OLF77JRZG27FJSQG","created_at":"2026-07-01T00:17:16Z"},{"alias_kind":"pith_short_8","alias_value":"OLF77JRZ","created_at":"2026-07-01T00:17:16Z"}],"graph_snapshots":[{"event_id":"sha256:f848a925ebd2420e433b03a2b5139ca1bf84101014c4ba4d9f93acc30c9949af","target":"graph","created_at":"2026-07-01T00:17:16Z","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/2606.30788/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Language models are often adapted in stages: a public skill phase, a private memory phase, and a later safety phase that learns to refuse outputs tied to the remembered entities. Revoking the memory after the safety phase is not the same problem as subtracting the memory update: the later safety optimizer has transported the memory direction. We introduce process sidecars, a two-coefficient edit family $\\hat{\\theta}(\\lambda,\\gamma)=\\theta_{\\mathrm{AMS}}-\\lambda\\Delta_{\\mathrm{M}}-\\gamma\\hat{R}_{\\mathrm{S}\\leftarrow\\mathrm{M}}$, with $\\hat{R}_{\\mathrm{S}\\leftarrow\\mathrm{M}}=\\hat{J}_{\\mathrm{S}","authors_text":"John Sweeney","cross_cats":["cs.CL","cs.CR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T18:18:36Z","title":"Revocable Learned State via Process Sidecars"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.30788","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:c410f9368ffa7db8c76bc1bcf2d39886c5c696ef53ed5215d213e06c3d25830a","target":"record","created_at":"2026-07-01T00:17:16Z","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":"87d593ce9f17fb40e31cf4adb71220749df0145d8fe2ca68655af84b00b4e249","cross_cats_sorted":["cs.CL","cs.CR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T18:18:36Z","title_canon_sha256":"1bbca1c37ca005f8a715981069423fc32b606e86278b9a6b2826e92da6c26e34"},"schema_version":"1.0","source":{"id":"2606.30788","kind":"arxiv","version":1}},"canonical_sha256":"72cbffa63936be54ca068263ec114930e1a87ba00ce2afb31b5edaf6dd4d419a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"72cbffa63936be54ca068263ec114930e1a87ba00ce2afb31b5edaf6dd4d419a","first_computed_at":"2026-07-01T00:17:16.973042Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-01T00:17:16.973042Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CvlK9uDqblt5OsokVYdPMuzZgYlyQsHGCWRpKptYj2ZuXH5i2wc5UiPe0LgIckdUy6KrlE2QsibePY+85psZAQ==","signature_status":"signed_v1","signed_at":"2026-07-01T00:17:16.973476Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.30788","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c410f9368ffa7db8c76bc1bcf2d39886c5c696ef53ed5215d213e06c3d25830a","sha256:f848a925ebd2420e433b03a2b5139ca1bf84101014c4ba4d9f93acc30c9949af"],"state_sha256":"519bf1856f4bcf7784eb2bed487e50a4b62d1229e17b9a2f125a2da8b6f7f50e"}