{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:3USIPORNBIT7IGE7WBK5CGWDRP","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":"ea054e1fc50e1bb7fbca5751abe0b8e3e4dc5ff5221c0d66228e8d439a35749f","cross_cats_sorted":["cs.CL","cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-07T16:50:07Z","title_canon_sha256":"a6a994079fb565356f3f7319bee7026e898a64184ab0a81437fa1edd1ead273a"},"schema_version":"1.0","source":{"id":"2606.08728","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.08728","created_at":"2026-06-09T02:07:35Z"},{"alias_kind":"arxiv_version","alias_value":"2606.08728v1","created_at":"2026-06-09T02:07:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.08728","created_at":"2026-06-09T02:07:35Z"},{"alias_kind":"pith_short_12","alias_value":"3USIPORNBIT7","created_at":"2026-06-09T02:07:35Z"},{"alias_kind":"pith_short_16","alias_value":"3USIPORNBIT7IGE7","created_at":"2026-06-09T02:07:35Z"},{"alias_kind":"pith_short_8","alias_value":"3USIPORN","created_at":"2026-06-09T02:07:35Z"}],"graph_snapshots":[{"event_id":"sha256:6e59962d262ce0181d3275f0ef428a161e965997f01dfd923b94dc6ebe103f90","target":"graph","created_at":"2026-06-09T02:07:35Z","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/2606.08728/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Mathematical reasoning has long served as a stringent test of machine intelligence; over the past decade, it has moved from a niche problem within NLP to one of the most consequential AI frontiers. This survey provides a unified account of the field's evolution, from early rule-based math word problem (MWP) solvers and template-driven geometry systems, through neural expression generation and LLM prompting, to contemporary reasoning models, multi-agent systems, neuro-symbolic theorem provers, and verified discovery workflows. We organize the landscape along four axes: (i) informal reasoning ov","authors_text":"Hasan Mahmud, Md Kamrul Hasan, Mohsinul Kabir, Syed Rifat Raiyan","cross_cats":["cs.CL","cs.CV","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-07T16:50:07Z","title":"Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.08728","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:c7a0b2addf462101aac50d9aabe59fba6492a760a0c901e02bd251144b7594da","target":"record","created_at":"2026-06-09T02:07:35Z","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":"ea054e1fc50e1bb7fbca5751abe0b8e3e4dc5ff5221c0d66228e8d439a35749f","cross_cats_sorted":["cs.CL","cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-07T16:50:07Z","title_canon_sha256":"a6a994079fb565356f3f7319bee7026e898a64184ab0a81437fa1edd1ead273a"},"schema_version":"1.0","source":{"id":"2606.08728","kind":"arxiv","version":1}},"canonical_sha256":"dd2487ba2d0a27f4189fb055d11ac38beaff027e1fdf8e3022a806655a772173","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dd2487ba2d0a27f4189fb055d11ac38beaff027e1fdf8e3022a806655a772173","first_computed_at":"2026-06-09T02:07:35.757646Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-09T02:07:35.757646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PWbAPSvZ1fnOckHdqjf7XNAW8vwH3sLUe91pDBpOun47kqCgtlpxtCO8b77krXCADkVFoX6UBtHtqekaFA2tCg==","signature_status":"signed_v1","signed_at":"2026-06-09T02:07:35.758783Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.08728","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c7a0b2addf462101aac50d9aabe59fba6492a760a0c901e02bd251144b7594da","sha256:6e59962d262ce0181d3275f0ef428a161e965997f01dfd923b94dc6ebe103f90"],"state_sha256":"1a1c0c7778043465ad2599f893af6b49a5bb727180aa638865431e175c33e911"}