{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VOCGR5265CRJT7UUHCA5XUZN7Q","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":"a13b36f3cb5ac6ba185a8e89c3ac086d928d3838017a8b92d532dcd892ae2fad","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T14:20:57Z","title_canon_sha256":"85eb0e48ff515e36b6d91506fcd3eb763a2d5bccffacaa845e19d03d1198454d"},"schema_version":"1.0","source":{"id":"2606.30705","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.30705","created_at":"2026-07-01T00:17:13Z"},{"alias_kind":"arxiv_version","alias_value":"2606.30705v1","created_at":"2026-07-01T00:17:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.30705","created_at":"2026-07-01T00:17:13Z"},{"alias_kind":"pith_short_12","alias_value":"VOCGR5265CRJ","created_at":"2026-07-01T00:17:13Z"},{"alias_kind":"pith_short_16","alias_value":"VOCGR5265CRJT7UU","created_at":"2026-07-01T00:17:13Z"},{"alias_kind":"pith_short_8","alias_value":"VOCGR526","created_at":"2026-07-01T00:17:13Z"}],"graph_snapshots":[{"event_id":"sha256:bf18471c2708b3510bbc42264fe47549ec05591feb89f713475751d7131b3455","target":"graph","created_at":"2026-07-01T00:17:13Z","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/2606.30705/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Deterministic few-step generation succeeds on continuous image latents but collapses to incoherent text on continuous text latents, and we show the cause is geometric rather than a training or scaling deficiency: a smooth, regularity-limited deterministic map cannot resolve a discrete branch choice before a sharp categorical readout, so few-step failure is governed by decoder sharpness, not transport accuracy. In the overlapping regime of real text autoencoders, we prove (Theorem 3) that the posterior-mean terminal step flips tokens at the rate of the latent mass in an $O(s(t))$ tube around de","authors_text":"Zhongyao Wang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T14:20:57Z","title":"Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.30705","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:a17414ee80acedabc67af23a1041493248a62706ca70dbd8d6fe0d63ad134824","target":"record","created_at":"2026-07-01T00:17:13Z","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":"a13b36f3cb5ac6ba185a8e89c3ac086d928d3838017a8b92d532dcd892ae2fad","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T14:20:57Z","title_canon_sha256":"85eb0e48ff515e36b6d91506fcd3eb763a2d5bccffacaa845e19d03d1198454d"},"schema_version":"1.0","source":{"id":"2606.30705","kind":"arxiv","version":1}},"canonical_sha256":"ab8468f75ee8a299fe943881dbd32dfc2e2f5d26c8e1c5ca5c9973993e9ce013","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ab8468f75ee8a299fe943881dbd32dfc2e2f5d26c8e1c5ca5c9973993e9ce013","first_computed_at":"2026-07-01T00:17:13.992454Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-01T00:17:13.992454Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OgFS/vn80fhwayGLgfrAvoGJX77+mWKOfpN5oE6jTdu++KZu5JHGsvG06UjIn/PlaSQineXY35fVethkqzPOCA==","signature_status":"signed_v1","signed_at":"2026-07-01T00:17:13.992846Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.30705","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a17414ee80acedabc67af23a1041493248a62706ca70dbd8d6fe0d63ad134824","sha256:bf18471c2708b3510bbc42264fe47549ec05591feb89f713475751d7131b3455"],"state_sha256":"ba01f08b87b29a6a0014df1072d59f06710dee7865824aeb984e6318b1254f1d"}