{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:X2NCKMXM7YZNNV3WSVHOKXYAA3","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":"81b604f31da3717bdfdd8faebdfb2eaeb86cb10a5a67eeb9dae659f9af69c920","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-29T13:56:28Z","title_canon_sha256":"988669de39067934017ae9104a7fb261d7991fe10ffccf23e1a9c238da4ac73a"},"schema_version":"1.0","source":{"id":"2607.26928","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.26928","created_at":"2026-07-30T01:23:03Z"},{"alias_kind":"arxiv_version","alias_value":"2607.26928v1","created_at":"2026-07-30T01:23:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.26928","created_at":"2026-07-30T01:23:03Z"},{"alias_kind":"pith_short_12","alias_value":"X2NCKMXM7YZN","created_at":"2026-07-30T01:23:03Z"},{"alias_kind":"pith_short_16","alias_value":"X2NCKMXM7YZNNV3W","created_at":"2026-07-30T01:23:03Z"},{"alias_kind":"pith_short_8","alias_value":"X2NCKMXM","created_at":"2026-07-30T01:23:03Z"}],"graph_snapshots":[{"event_id":"sha256:e95d14e4893e8b594644290fac5a639dee250d2754c12afac2d5838f0f810d58","target":"graph","created_at":"2026-07-30T01:23:03Z","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/2607.26928/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Classical spoken dialogue systems often separated dialogue management from response realization: a policy selected the next dialogue action, and a generation component expressed that action. As dialogue systems shift toward LLMs, this decomposition has largely disappeared into the model's hidden representations. We ask whether an LLM-internal analogue of state estimation and action control can be recovered for conversational moves such as acknowledging, checking, querying, explaining, and replying. We formulate move control as two coupled problems: selection, predicting the appropriate next mo","authors_text":"Adar Avsian, Atahan Dokme, Larry Heck, Tony Woo","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-29T13:56:28Z","title":"Latent-IM: Latent Interaction Management for Speech LLMs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.26928","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:e26bf60bd8c4c0e6f466765c375507abc35a2dc0c92966e7ed3e6f337738146d","target":"record","created_at":"2026-07-30T01:23:03Z","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":"81b604f31da3717bdfdd8faebdfb2eaeb86cb10a5a67eeb9dae659f9af69c920","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-29T13:56:28Z","title_canon_sha256":"988669de39067934017ae9104a7fb261d7991fe10ffccf23e1a9c238da4ac73a"},"schema_version":"1.0","source":{"id":"2607.26928","kind":"arxiv","version":1}},"canonical_sha256":"be9a2532ecfe32d6d776954ee55f0006cac63e61c589f2be3b0620921fd6111d","receipt":{"builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"be9a2532ecfe32d6d776954ee55f0006cac63e61c589f2be3b0620921fd6111d","first_computed_at":"2026-07-30T01:23:03.653392Z","kind":"pith_receipt","last_reissued_at":"2026-07-30T01:23:03.653392Z","receipt_version":"0.3","signature_status":"unsigned_v0"},"source_id":"2607.26928","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e26bf60bd8c4c0e6f466765c375507abc35a2dc0c92966e7ed3e6f337738146d","sha256:e95d14e4893e8b594644290fac5a639dee250d2754c12afac2d5838f0f810d58"],"state_sha256":"5c61624e3f11796800b27115ed86bc947164efae752bb206568cb22800f5663c"}