{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:3QMJ7JRYVGKNG2D4F6UXX4LM6U","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":"efa644f15d435fb0d96c2e220bdeea84f9952eda6d18286cd688c1e755503102","cross_cats_sorted":["cs.IR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T11:29:46Z","title_canon_sha256":"cf6f4b21bec10aa11ee8831e1ce7978f012e3216f67e65a0abe3ea78a197b738"},"schema_version":"1.0","source":{"id":"2606.06036","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06036","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06036v1","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06036","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"pith_short_12","alias_value":"3QMJ7JRYVGKN","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"pith_short_16","alias_value":"3QMJ7JRYVGKNG2D4","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"pith_short_8","alias_value":"3QMJ7JRY","created_at":"2026-06-05T01:15:31Z"}],"graph_snapshots":[{"event_id":"sha256:baeb3bd9c5b821e8a702f05f353766b7890b8fb26c7259af6959cf45387c89e9","target":"graph","created_at":"2026-06-05T01:15:31Z","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/2606.06036/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite recent progress, LLM agents still struggle with reasoning over long interaction histories. While current memory-augmented agents rely on a static retrieve-then-reason paradigm, this rigid pipeline design prevents them from dynamically adapting memory access to intermediate evidence discovered during inference. To bridge this gap, we propose MRAgent, a framework that combines an associative memory graph with an active reconstruction mechanism. We represent memory as a Cue-Tag-Content graph, where associative tags serve as semantic bridges connecting fine-grained cues to memory contents.","authors_text":"Bryan Hooi, Shuo Ji, Yibo Li","cross_cats":["cs.IR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T11:29:46Z","title":"Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06036","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:bb4dc9aac6de7f58c6f40ab0dacc765ee385591132356f4f8a4929130ccb418c","target":"record","created_at":"2026-06-05T01:15:31Z","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":"efa644f15d435fb0d96c2e220bdeea84f9952eda6d18286cd688c1e755503102","cross_cats_sorted":["cs.IR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T11:29:46Z","title_canon_sha256":"cf6f4b21bec10aa11ee8831e1ce7978f012e3216f67e65a0abe3ea78a197b738"},"schema_version":"1.0","source":{"id":"2606.06036","kind":"arxiv","version":1}},"canonical_sha256":"dc189fa638a994d3687c2fa97bf16cf50f072f0d92a8a725d674872194313d96","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dc189fa638a994d3687c2fa97bf16cf50f072f0d92a8a725d674872194313d96","first_computed_at":"2026-06-05T01:15:31.151914Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:31.151914Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wyo1sVaS02/ll4NXtB+pRHU7hwO3merC0SRVQvW+b9mK1/j27vXbP4sKywOKMTM4pPd8isJadcdxKQSYEOwdBQ==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:31.152286Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06036","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bb4dc9aac6de7f58c6f40ab0dacc765ee385591132356f4f8a4929130ccb418c","sha256:baeb3bd9c5b821e8a702f05f353766b7890b8fb26c7259af6959cf45387c89e9"],"state_sha256":"0abf0a184ee324f66c215a66ff3ba3d99897c0c67ebc26e284a5272f036d9467"}