{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:UQLRFPPTS4SCGQARACREXLYPF3","short_pith_number":"pith:UQLRFPPT","canonical_record":{"source":{"id":"2412.20631","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-30T00:40:35Z","cross_cats_sorted":[],"title_canon_sha256":"d9b22a0d1ba74cb2fb432ba3e1d8a66e8d4cfdacb854838abf38174201cb968f","abstract_canon_sha256":"1475bc96c028a955f7bddb8f7c8d9222e6a539f379ff64879e0931ce8014de99"},"schema_version":"1.0"},"canonical_sha256":"a41712bdf3972423401100a24baf0f2ec16fc13e2f2d55ac9cebcaf4b7faa4c9","source":{"kind":"arxiv","id":"2412.20631","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.20631","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"arxiv_version","alias_value":"2412.20631v2","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.20631","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"pith_short_12","alias_value":"UQLRFPPTS4SC","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"pith_short_16","alias_value":"UQLRFPPTS4SCGQAR","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"pith_short_8","alias_value":"UQLRFPPT","created_at":"2026-07-05T10:05:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:UQLRFPPTS4SCGQARACREXLYPF3","target":"record","payload":{"canonical_record":{"source":{"id":"2412.20631","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-30T00:40:35Z","cross_cats_sorted":[],"title_canon_sha256":"d9b22a0d1ba74cb2fb432ba3e1d8a66e8d4cfdacb854838abf38174201cb968f","abstract_canon_sha256":"1475bc96c028a955f7bddb8f7c8d9222e6a539f379ff64879e0931ce8014de99"},"schema_version":"1.0"},"canonical_sha256":"a41712bdf3972423401100a24baf0f2ec16fc13e2f2d55ac9cebcaf4b7faa4c9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:05:15.813154Z","signature_b64":"f3Oxcw/RqUqaQXiwAiF3xmeinhi7fh4LDJ8xhXtjjIs0TXkMtpni1RrQJJCyvMEj9RQXwKlueb1xwXly6w1fBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a41712bdf3972423401100a24baf0f2ec16fc13e2f2d55ac9cebcaf4b7faa4c9","last_reissued_at":"2026-07-05T10:05:15.812646Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:05:15.812646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.20631","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:05:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yx1zEUBN6pjOfz64bgcmswlwjiE6qpuc5rCfCpx1B/ytYfQ9/pKNVkeco15x/MJcwVt8p6/pTWNgDysIllhaCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T12:50:50.054762Z"},"content_sha256":"8519195b45c3547233d41f4b3645d3fe78e2e1735b63140e526fe01f02337d30","schema_version":"1.0","event_id":"sha256:8519195b45c3547233d41f4b3645d3fe78e2e1735b63140e526fe01f02337d30"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:UQLRFPPTS4SCGQARACREXLYPF3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Slow Perception: Let's Perceive Geometric Figures Step-by-step","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Daxin Jiang, Haoran Wei, Jianjian Sun, Jia Wang, Liang Zhao, Xiangyu Zhang, Youyang Yin, Yumeng Li, Zheng Ge","submitted_at":"2024-12-30T00:40:35Z","abstract_excerpt":"Recently, \"visual o1\" began to enter people's vision, with expectations that this slow-thinking design can solve visual reasoning tasks, especially geometric math problems. However, the reality is that current LVLMs (Large Vision Language Models) can hardly even accurately copy a geometric figure, let alone truly understand the complex inherent logic and spatial relationships within geometric shapes. We believe accurate copying (strong perception) is the first step to visual o1. Accordingly, we introduce the concept of \"slow perception\" (SP), which guides the model to gradually perceive basic "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.20631","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.20631/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:05:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TrhoQDBloGRCEcv+LEz9dv4QBRNt6u2X1XlhOZQFV9o9bugmecGSXdZJKMFFof+3TDLsKB/lutYNYV5E6qGXDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T12:50:50.055532Z"},"content_sha256":"745774a074ce5108fde31cbc8b3b9b4157ab16b494725afcb35bfea1afe33849","schema_version":"1.0","event_id":"sha256:745774a074ce5108fde31cbc8b3b9b4157ab16b494725afcb35bfea1afe33849"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UQLRFPPTS4SCGQARACREXLYPF3/bundle.json","state_url":"https://pith.science/pith/UQLRFPPTS4SCGQARACREXLYPF3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UQLRFPPTS4SCGQARACREXLYPF3/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-08T12:50:50Z","links":{"resolver":"https://pith.science/pith/UQLRFPPTS4SCGQARACREXLYPF3","bundle":"https://pith.science/pith/UQLRFPPTS4SCGQARACREXLYPF3/bundle.json","state":"https://pith.science/pith/UQLRFPPTS4SCGQARACREXLYPF3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UQLRFPPTS4SCGQARACREXLYPF3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:UQLRFPPTS4SCGQARACREXLYPF3","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":"1475bc96c028a955f7bddb8f7c8d9222e6a539f379ff64879e0931ce8014de99","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-30T00:40:35Z","title_canon_sha256":"d9b22a0d1ba74cb2fb432ba3e1d8a66e8d4cfdacb854838abf38174201cb968f"},"schema_version":"1.0","source":{"id":"2412.20631","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.20631","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"arxiv_version","alias_value":"2412.20631v2","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.20631","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"pith_short_12","alias_value":"UQLRFPPTS4SC","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"pith_short_16","alias_value":"UQLRFPPTS4SCGQAR","created_at":"2026-07-05T10:05:15Z"},{"alias_kind":"pith_short_8","alias_value":"UQLRFPPT","created_at":"2026-07-05T10:05:15Z"}],"graph_snapshots":[{"event_id":"sha256:745774a074ce5108fde31cbc8b3b9b4157ab16b494725afcb35bfea1afe33849","target":"graph","created_at":"2026-07-05T10:05:15Z","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/2412.20631/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recently, \"visual o1\" began to enter people's vision, with expectations that this slow-thinking design can solve visual reasoning tasks, especially geometric math problems. However, the reality is that current LVLMs (Large Vision Language Models) can hardly even accurately copy a geometric figure, let alone truly understand the complex inherent logic and spatial relationships within geometric shapes. We believe accurate copying (strong perception) is the first step to visual o1. Accordingly, we introduce the concept of \"slow perception\" (SP), which guides the model to gradually perceive basic ","authors_text":"Daxin Jiang, Haoran Wei, Jianjian Sun, Jia Wang, Liang Zhao, Xiangyu Zhang, Youyang Yin, Yumeng Li, Zheng Ge","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-30T00:40:35Z","title":"Slow Perception: Let's Perceive Geometric Figures Step-by-step"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.20631","kind":"arxiv","version":2},"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":"sha256:8519195b45c3547233d41f4b3645d3fe78e2e1735b63140e526fe01f02337d30","target":"record","created_at":"2026-07-05T10:05:15Z","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":"1475bc96c028a955f7bddb8f7c8d9222e6a539f379ff64879e0931ce8014de99","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-30T00:40:35Z","title_canon_sha256":"d9b22a0d1ba74cb2fb432ba3e1d8a66e8d4cfdacb854838abf38174201cb968f"},"schema_version":"1.0","source":{"id":"2412.20631","kind":"arxiv","version":2}},"canonical_sha256":"a41712bdf3972423401100a24baf0f2ec16fc13e2f2d55ac9cebcaf4b7faa4c9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a41712bdf3972423401100a24baf0f2ec16fc13e2f2d55ac9cebcaf4b7faa4c9","first_computed_at":"2026-07-05T10:05:15.812646Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:05:15.812646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"f3Oxcw/RqUqaQXiwAiF3xmeinhi7fh4LDJ8xhXtjjIs0TXkMtpni1RrQJJCyvMEj9RQXwKlueb1xwXly6w1fBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:05:15.813154Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.20631","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8519195b45c3547233d41f4b3645d3fe78e2e1735b63140e526fe01f02337d30","sha256:745774a074ce5108fde31cbc8b3b9b4157ab16b494725afcb35bfea1afe33849"],"state_sha256":"ad5454bcf5a6033003e1eb5875469e18707923cd9ddcc1ba6994d82ae7e50e99"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jvGHkITGWmUp4VCIrO6EDXNJWJ2LoyXG+K5TeCoxRa49wgSmDG17a1kRd4CAcLHCG3x47cRNYOp7UuIqbHCODg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T12:50:50.060560Z","bundle_sha256":"74f039a648d0b260b8cd07ce0a19e5fc0b8e0fc4de31d2d683cfd19db5241775"}}