{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:Q7IDIH5AJTTPWVDVGCSSBI3KYE","short_pith_number":"pith:Q7IDIH5A","canonical_record":{"source":{"id":"2501.09012","kind":"arxiv","version":3},"metadata":{"license":"","primary_cat":"cs.CV","submitted_at":"2025-01-15T18:56:22Z","cross_cats_sorted":["cs.AI","cs.CL","cs.MM"],"title_canon_sha256":"e0c7371801c6dab1c7c579486b9277667a5b9abc5ead9162a14d652549dfecf9","abstract_canon_sha256":"a47dd607dfe67f4007226fc16c68cc4929f688b551cfddfebd0d392a1cba08a3"},"schema_version":"1.0"},"canonical_sha256":"87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a","source":{"kind":"arxiv","id":"2501.09012","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.09012","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"arxiv_version","alias_value":"2501.09012v3","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.09012","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"pith_short_12","alias_value":"Q7IDIH5AJTTP","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"pith_short_16","alias_value":"Q7IDIH5AJTTPWVDV","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"pith_short_8","alias_value":"Q7IDIH5A","created_at":"2026-06-28T15:26:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:Q7IDIH5AJTTPWVDVGCSSBI3KYE","target":"record","payload":{"canonical_record":{"source":{"id":"2501.09012","kind":"arxiv","version":3},"metadata":{"license":"","primary_cat":"cs.CV","submitted_at":"2025-01-15T18:56:22Z","cross_cats_sorted":["cs.AI","cs.CL","cs.MM"],"title_canon_sha256":"e0c7371801c6dab1c7c579486b9277667a5b9abc5ead9162a14d652549dfecf9","abstract_canon_sha256":"a47dd607dfe67f4007226fc16c68cc4929f688b551cfddfebd0d392a1cba08a3"},"schema_version":"1.0"},"canonical_sha256":"87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-28T15:26:19.310919Z","signature_b64":"qcPQJp+q0V6nhyswoR+Bh2RAjibiuqkWTG5hzNWYSAqhQZLswy6WftEbe/nBOCeNeJNPemJqE/iKNaoAb+KhDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a","last_reissued_at":"2026-06-28T15:26:19.310436Z","signature_status":"signed_v1","first_computed_at":"2026-06-28T15:26:19.310436Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.09012","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-28T15:26:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LOVrjUuMRWSLc0REafd2CdzksV/G8Tn+HhBa03t04z7ZuoqUNcLH33mG7pRA7d2BwCI4hov60exopx0z1gB1CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:15:18.574895Z"},"content_sha256":"0ab8770b96ba1156633f4e7866c9905914f7faa117d21a8c9c1e576203521e64","schema_version":"1.0","event_id":"sha256:0ab8770b96ba1156633f4e7866c9905914f7faa117d21a8c9c1e576203521e64"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:Q7IDIH5AJTTPWVDVGCSSBI3KYE","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Multimodal LLMs Can Reason about Aesthetics in Zero-Shot","license":"","headline":"","cross_cats":["cs.AI","cs.CL","cs.MM"],"primary_cat":"cs.CV","authors_text":"Changwen Chen, Ruixiang Jiang","submitted_at":"2025-01-15T18:56:22Z","abstract_excerpt":"The rapid technical progress of generative art (GenArt) has democratized the creation of visually appealing imagery. However, achieving genuine artistic impact - the kind that resonates with viewers on a deeper, more meaningful level - remains formidable as it requires a sophisticated aesthetic sensibility. This sensibility involves a multifaceted cognitive process extending beyond mere visual appeal, which is often overlooked by current computational methods. This paper pioneers an approach to capture this complex process by investigating how the reasoning capabilities of Multimodal LLMs (MLL"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.09012","kind":"arxiv","version":3},"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/2501.09012/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":"2026-06-28T15:26:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1so9QO06DcRWQ1Dc0vtZz4ROL1fYpjo+Bn1ggkYYRsq4E/cHMJ6oX5Cy40GLcBH2yoaF8QEMZZJ9ClQM6sBTBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:15:18.575497Z"},"content_sha256":"a10cc7b6bdf5b5d5955a1624e5714daf2194f5fb06b0ce71548eb0822e7d594b","schema_version":"1.0","event_id":"sha256:a10cc7b6bdf5b5d5955a1624e5714daf2194f5fb06b0ce71548eb0822e7d594b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE/bundle.json","state_url":"https://pith.science/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE/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":"2026-08-08T13:15:18Z","links":{"resolver":"https://pith.science/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE","bundle":"https://pith.science/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE/bundle.json","state":"https://pith.science/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Q7IDIH5AJTTPWVDVGCSSBI3KYE/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:Q7IDIH5AJTTPWVDVGCSSBI3KYE","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":"a47dd607dfe67f4007226fc16c68cc4929f688b551cfddfebd0d392a1cba08a3","cross_cats_sorted":["cs.AI","cs.CL","cs.MM"],"license":"","primary_cat":"cs.CV","submitted_at":"2025-01-15T18:56:22Z","title_canon_sha256":"e0c7371801c6dab1c7c579486b9277667a5b9abc5ead9162a14d652549dfecf9"},"schema_version":"1.0","source":{"id":"2501.09012","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.09012","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"arxiv_version","alias_value":"2501.09012v3","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.09012","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"pith_short_12","alias_value":"Q7IDIH5AJTTP","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"pith_short_16","alias_value":"Q7IDIH5AJTTPWVDV","created_at":"2026-06-28T15:26:19Z"},{"alias_kind":"pith_short_8","alias_value":"Q7IDIH5A","created_at":"2026-06-28T15:26:19Z"}],"graph_snapshots":[{"event_id":"sha256:a10cc7b6bdf5b5d5955a1624e5714daf2194f5fb06b0ce71548eb0822e7d594b","target":"graph","created_at":"2026-06-28T15:26:19Z","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/2501.09012/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rapid technical progress of generative art (GenArt) has democratized the creation of visually appealing imagery. However, achieving genuine artistic impact - the kind that resonates with viewers on a deeper, more meaningful level - remains formidable as it requires a sophisticated aesthetic sensibility. This sensibility involves a multifaceted cognitive process extending beyond mere visual appeal, which is often overlooked by current computational methods. This paper pioneers an approach to capture this complex process by investigating how the reasoning capabilities of Multimodal LLMs (MLL","authors_text":"Changwen Chen, Ruixiang Jiang","cross_cats":["cs.AI","cs.CL","cs.MM"],"headline":"","license":"","primary_cat":"cs.CV","submitted_at":"2025-01-15T18:56:22Z","title":"Multimodal LLMs Can Reason about Aesthetics in Zero-Shot"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.09012","kind":"arxiv","version":3},"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":"sha256:0ab8770b96ba1156633f4e7866c9905914f7faa117d21a8c9c1e576203521e64","target":"record","created_at":"2026-06-28T15:26:19Z","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":"a47dd607dfe67f4007226fc16c68cc4929f688b551cfddfebd0d392a1cba08a3","cross_cats_sorted":["cs.AI","cs.CL","cs.MM"],"license":"","primary_cat":"cs.CV","submitted_at":"2025-01-15T18:56:22Z","title_canon_sha256":"e0c7371801c6dab1c7c579486b9277667a5b9abc5ead9162a14d652549dfecf9"},"schema_version":"1.0","source":{"id":"2501.09012","kind":"arxiv","version":3}},"canonical_sha256":"87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a","first_computed_at":"2026-06-28T15:26:19.310436Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-28T15:26:19.310436Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qcPQJp+q0V6nhyswoR+Bh2RAjibiuqkWTG5hzNWYSAqhQZLswy6WftEbe/nBOCeNeJNPemJqE/iKNaoAb+KhDw==","signature_status":"signed_v1","signed_at":"2026-06-28T15:26:19.310919Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.09012","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0ab8770b96ba1156633f4e7866c9905914f7faa117d21a8c9c1e576203521e64","sha256:a10cc7b6bdf5b5d5955a1624e5714daf2194f5fb06b0ce71548eb0822e7d594b"],"state_sha256":"f3ab0f4c63ef3b6c8a3fd0032efa4b674a80c6d2a68a83f2a6da994d249eef67"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ucZdHwjAMKkWPrXayXSCotmi7XDXSKYZfCrX+zVSEey2EjEQaOHKn1agpQ9lQaGkLHtPKn+dxBYOGqd81SdgDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T13:15:18.580409Z","bundle_sha256":"4ca08e34f6671403bc34076f8d243943aacd6b0b372d96d39bcd2d5161dc0ac3"}}