{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6TXQHCIY2HHVGIO2Z73F3TC5S3","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":"af3854ee25403f1cb59089d120c3313045090081dee90c5e1f700283c2442ae6","cross_cats_sorted":["cs.AI","cs.SD"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-04T17:54:41Z","title_canon_sha256":"32d2179754a982f90ab77f7dceb5f77835b5bac38ca7b9203cd2902491e2147c"},"schema_version":"1.0","source":{"id":"2606.07547","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.07547","created_at":"2026-06-09T00:04:42Z"},{"alias_kind":"arxiv_version","alias_value":"2606.07547v1","created_at":"2026-06-09T00:04:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.07547","created_at":"2026-06-09T00:04:42Z"},{"alias_kind":"pith_short_12","alias_value":"6TXQHCIY2HHV","created_at":"2026-06-09T00:04:42Z"},{"alias_kind":"pith_short_16","alias_value":"6TXQHCIY2HHVGIO2","created_at":"2026-06-09T00:04:42Z"},{"alias_kind":"pith_short_8","alias_value":"6TXQHCIY","created_at":"2026-06-09T00:04:42Z"}],"graph_snapshots":[{"event_id":"sha256:39aa86cc5414e41aed370b8656a1e429afea36d5a4f580d82cb15d9e3fa9a2c6","target":"graph","created_at":"2026-06-09T00:04:42Z","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/2606.07547/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Speech-based large language models are typically constrained to spoken replies, which limits their user-facing outputs to what can be verbalized and suppresses text-native capabilities such as code generation, structured analysis, and multi-step reasoning in realtime interaction, for tasks that require persistent, structured, and inspectable intermediate outputs. Existing work improves spoken reasoning or full-duplex turn-taking, but still treats text as a hidden intermediate state or a subordinate modality rather than a first-class output channel. We propose Listen-Write-Speak (LWS), a text-f","authors_text":"Bokai Xu, Hanyu Liu, Junbo Cui, Luoyuan Zhang, Weiyue Sun, Yingjing Xu, Yuan Yao","cross_cats":["cs.AI","cs.SD"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-04T17:54:41Z","title":"Liberating LLM Capabilities in Full-Duplex Speech Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.07547","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":"sha256:854c6df7e09c0e1f8d4987dbe85bf942bcf38b9f0b8e97ab11528f4a63d5e091","target":"record","created_at":"2026-06-09T00:04:42Z","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":"af3854ee25403f1cb59089d120c3313045090081dee90c5e1f700283c2442ae6","cross_cats_sorted":["cs.AI","cs.SD"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-04T17:54:41Z","title_canon_sha256":"32d2179754a982f90ab77f7dceb5f77835b5bac38ca7b9203cd2902491e2147c"},"schema_version":"1.0","source":{"id":"2606.07547","kind":"arxiv","version":1}},"canonical_sha256":"f4ef038918d1cf5321dacff65dcc5d96cea2bfa4aa159538b9133d3a04a390a5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f4ef038918d1cf5321dacff65dcc5d96cea2bfa4aa159538b9133d3a04a390a5","first_computed_at":"2026-06-09T00:04:42.586331Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-09T00:04:42.586331Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"loAWua7a+EPpUfCNYS39kfw3WAhBKxTNt7ns+fbiOEwWMo2IiBGgKHaSwr4YhgnK3IAY3pq4GFzLHxKd7gU+AQ==","signature_status":"signed_v1","signed_at":"2026-06-09T00:04:42.586819Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.07547","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:854c6df7e09c0e1f8d4987dbe85bf942bcf38b9f0b8e97ab11528f4a63d5e091","sha256:39aa86cc5414e41aed370b8656a1e429afea36d5a4f580d82cb15d9e3fa9a2c6"],"state_sha256":"f306539bb4404ffc0a7df114188cf5cc5bf4fc50512695724293e9b77efb724d"}