{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:XAYJ27XURG5YL4UKQ2FOFQTSP2","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":"f004c4d032f6014c69b1b6a62aed699ec5efb41dcae8247296c7fa30470ec1ba","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-15T17:14:03Z","title_canon_sha256":"e9ef8af85b065420bb2dfb85ac0da9d89e3668a3d12d8dee3389ef948f567ac1"},"schema_version":"1.0","source":{"id":"2607.14044","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.14044","created_at":"2026-07-16T01:23:21Z"},{"alias_kind":"arxiv_version","alias_value":"2607.14044v1","created_at":"2026-07-16T01:23:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.14044","created_at":"2026-07-16T01:23:21Z"},{"alias_kind":"pith_short_12","alias_value":"XAYJ27XURG5Y","created_at":"2026-07-16T01:23:21Z"},{"alias_kind":"pith_short_16","alias_value":"XAYJ27XURG5YL4UK","created_at":"2026-07-16T01:23:21Z"},{"alias_kind":"pith_short_8","alias_value":"XAYJ27XU","created_at":"2026-07-16T01:23:21Z"}],"graph_snapshots":[{"event_id":"sha256:8dedc958c275d45d3f6c61710d3f486396aa7b460d15433de459aa74af546d16","target":"graph","created_at":"2026-07-16T01:23:21Z","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/2607.14044/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"By 2030, 59 of every 100 workers will need reskilling or upskilling, yet the average time to close an enterprise skills gap grew from roughly 3 days in 2014 to 36 days in 2018. Most current frameworks accelerate single stages of upskilling programs and generally lack industry validation. We present an end-to-end framework that applies AI acceleration across five stages of knowledge acquisition, content development, content review and verification, teaching, and assessment development; with a strong focus on both production and learning efficiency. Three strong external signals validates the fr","authors_text":"Hung Nguyen, Robert Ogburn, Tam Nguyen","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-15T17:14:03Z","title":"AI-accelerated End-to-End Framework for Rapid Professional Upskilling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.14044","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":"sha256:73e36ae239a4df7425e854da378f169627f2d96dc3bc8f46486a0b7d2285f584","target":"record","created_at":"2026-07-16T01:23:21Z","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":"f004c4d032f6014c69b1b6a62aed699ec5efb41dcae8247296c7fa30470ec1ba","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-15T17:14:03Z","title_canon_sha256":"e9ef8af85b065420bb2dfb85ac0da9d89e3668a3d12d8dee3389ef948f567ac1"},"schema_version":"1.0","source":{"id":"2607.14044","kind":"arxiv","version":1}},"canonical_sha256":"b8309d7ef489bb85f28a868ae2c2727e945192ee96cd58773b0bcb4636380037","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b8309d7ef489bb85f28a868ae2c2727e945192ee96cd58773b0bcb4636380037","first_computed_at":"2026-07-16T01:23:21.231452Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-16T01:23:21.231452Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6H312IfheTAyfAg8dpyM/8Fw5cqL8BbWAKJ0v3+U9IqI68/wAiBLuyLFeQ4d1J8HIEK17P/GrtHuUKE2ZqfPBg==","signature_status":"signed_v1","signed_at":"2026-07-16T01:23:21.232233Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.14044","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:73e36ae239a4df7425e854da378f169627f2d96dc3bc8f46486a0b7d2285f584","sha256:8dedc958c275d45d3f6c61710d3f486396aa7b460d15433de459aa74af546d16"],"state_sha256":"f5417cdeb92788232cb393570c7377a52ff132fb11671ef33f4ab832fc1dabcc"}