{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:HFYWX3BDPXATUR73P7Z67RY72Q","short_pith_number":"pith:HFYWX3BD","canonical_record":{"source":{"id":"2312.04889","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-12-08T08:11:11Z","cross_cats_sorted":["cs.CL","cs.LG"],"title_canon_sha256":"904c2a248b29c8ab2ad63be39d24d93dc9d5af87a0f9a703c8e4e3fe8318c5e0","abstract_canon_sha256":"589075ef6298394b41140cffb8b0fbd9f0a4647cc9959336b2f62be659e1d179"},"schema_version":"1.0"},"canonical_sha256":"39716bec237dc13a47fb7ff3efc71fd4082d4179baec55947fec19d99925f1c1","source":{"kind":"arxiv","id":"2312.04889","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.04889","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"arxiv_version","alias_value":"2312.04889v3","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.04889","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"pith_short_12","alias_value":"HFYWX3BDPXAT","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"pith_short_16","alias_value":"HFYWX3BDPXATUR73","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"pith_short_8","alias_value":"HFYWX3BD","created_at":"2026-07-05T07:31:55Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:HFYWX3BDPXATUR73P7Z67RY72Q","target":"record","payload":{"canonical_record":{"source":{"id":"2312.04889","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-12-08T08:11:11Z","cross_cats_sorted":["cs.CL","cs.LG"],"title_canon_sha256":"904c2a248b29c8ab2ad63be39d24d93dc9d5af87a0f9a703c8e4e3fe8318c5e0","abstract_canon_sha256":"589075ef6298394b41140cffb8b0fbd9f0a4647cc9959336b2f62be659e1d179"},"schema_version":"1.0"},"canonical_sha256":"39716bec237dc13a47fb7ff3efc71fd4082d4179baec55947fec19d99925f1c1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:31:55.643888Z","signature_b64":"RZ5z2bktwasXDErtsuXpGwBmF4r3rKYsiHRhen0Qa6kHVGNqVek0T1WaeyUMTmeFL4hfhfbWNvVZ2ZsvUnGmAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"39716bec237dc13a47fb7ff3efc71fd4082d4179baec55947fec19d99925f1c1","last_reissued_at":"2026-07-05T07:31:55.643398Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:31:55.643398Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2312.04889","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":"2026-07-05T07:31:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SYMuXDr0I0rWV1FFK5o/nXZ9XWyI8i2tM/nRNvXDCOAT4ehG6npMjZFQHbMWti5+oEvSmD8r6BqF2XTi0TETCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T17:11:42.774641Z"},"content_sha256":"3b4ddcc503ec6a3729f7e036a6aa27dca446d30f9eb49730373382d2bb88c60e","schema_version":"1.0","event_id":"sha256:3b4ddcc503ec6a3729f7e036a6aa27dca446d30f9eb49730373382d2bb88c60e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:HFYWX3BDPXATUR73P7Z67RY72Q","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"KwaiAgents: Generalized Information-seeking Agent System with Large Language Models","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CL","cs.LG"],"primary_cat":"cs.AI","authors_text":"Bing Qin, Haojie Pan, Hao Yuan, Ming Liu, Ruiji Fu, Yaojia LV, Zepeng Zhai, Zhongyuan Wang","submitted_at":"2023-12-08T08:11:11Z","abstract_excerpt":"Driven by curiosity, humans have continually sought to explore and understand the world around them, leading to the invention of various tools to satiate this inquisitiveness. Despite not having the capacity to process and memorize vast amounts of information in their brains, humans excel in critical thinking, planning, reflection, and harnessing available tools to interact with and interpret the world, enabling them to find answers efficiently. The recent advancements in large language models (LLMs) suggest that machines might also possess the aforementioned human-like capabilities, allowing "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.04889","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/2312.04889/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":"2026-07-05T07:31:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lZD1zz1+VgH5Tjv61DeWOuc085raDfT/YfpB1RkeSj4FM4Xa9jRRd7mjzWakQoy1ZHWxevKJxw+1aBT5xGE1Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T17:11:42.775175Z"},"content_sha256":"d76fedd7e578211a4d357ef62c9b8aeb271266521d8b276e0ffa3ee498a11410","schema_version":"1.0","event_id":"sha256:d76fedd7e578211a4d357ef62c9b8aeb271266521d8b276e0ffa3ee498a11410"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HFYWX3BDPXATUR73P7Z67RY72Q/bundle.json","state_url":"https://pith.science/pith/HFYWX3BDPXATUR73P7Z67RY72Q/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HFYWX3BDPXATUR73P7Z67RY72Q/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":"2026-08-12T17:11:42Z","links":{"resolver":"https://pith.science/pith/HFYWX3BDPXATUR73P7Z67RY72Q","bundle":"https://pith.science/pith/HFYWX3BDPXATUR73P7Z67RY72Q/bundle.json","state":"https://pith.science/pith/HFYWX3BDPXATUR73P7Z67RY72Q/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HFYWX3BDPXATUR73P7Z67RY72Q/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:HFYWX3BDPXATUR73P7Z67RY72Q","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":"589075ef6298394b41140cffb8b0fbd9f0a4647cc9959336b2f62be659e1d179","cross_cats_sorted":["cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-12-08T08:11:11Z","title_canon_sha256":"904c2a248b29c8ab2ad63be39d24d93dc9d5af87a0f9a703c8e4e3fe8318c5e0"},"schema_version":"1.0","source":{"id":"2312.04889","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.04889","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"arxiv_version","alias_value":"2312.04889v3","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.04889","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"pith_short_12","alias_value":"HFYWX3BDPXAT","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"pith_short_16","alias_value":"HFYWX3BDPXATUR73","created_at":"2026-07-05T07:31:55Z"},{"alias_kind":"pith_short_8","alias_value":"HFYWX3BD","created_at":"2026-07-05T07:31:55Z"}],"graph_snapshots":[{"event_id":"sha256:d76fedd7e578211a4d357ef62c9b8aeb271266521d8b276e0ffa3ee498a11410","target":"graph","created_at":"2026-07-05T07:31:55Z","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/2312.04889/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Driven by curiosity, humans have continually sought to explore and understand the world around them, leading to the invention of various tools to satiate this inquisitiveness. Despite not having the capacity to process and memorize vast amounts of information in their brains, humans excel in critical thinking, planning, reflection, and harnessing available tools to interact with and interpret the world, enabling them to find answers efficiently. The recent advancements in large language models (LLMs) suggest that machines might also possess the aforementioned human-like capabilities, allowing ","authors_text":"Bing Qin, Haojie Pan, Hao Yuan, Ming Liu, Ruiji Fu, Yaojia LV, Zepeng Zhai, Zhongyuan Wang","cross_cats":["cs.CL","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-12-08T08:11:11Z","title":"KwaiAgents: Generalized Information-seeking Agent System with Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.04889","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":"sha256:3b4ddcc503ec6a3729f7e036a6aa27dca446d30f9eb49730373382d2bb88c60e","target":"record","created_at":"2026-07-05T07:31:55Z","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":"589075ef6298394b41140cffb8b0fbd9f0a4647cc9959336b2f62be659e1d179","cross_cats_sorted":["cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-12-08T08:11:11Z","title_canon_sha256":"904c2a248b29c8ab2ad63be39d24d93dc9d5af87a0f9a703c8e4e3fe8318c5e0"},"schema_version":"1.0","source":{"id":"2312.04889","kind":"arxiv","version":3}},"canonical_sha256":"39716bec237dc13a47fb7ff3efc71fd4082d4179baec55947fec19d99925f1c1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"39716bec237dc13a47fb7ff3efc71fd4082d4179baec55947fec19d99925f1c1","first_computed_at":"2026-07-05T07:31:55.643398Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:31:55.643398Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RZ5z2bktwasXDErtsuXpGwBmF4r3rKYsiHRhen0Qa6kHVGNqVek0T1WaeyUMTmeFL4hfhfbWNvVZ2ZsvUnGmAg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:31:55.643888Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.04889","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3b4ddcc503ec6a3729f7e036a6aa27dca446d30f9eb49730373382d2bb88c60e","sha256:d76fedd7e578211a4d357ef62c9b8aeb271266521d8b276e0ffa3ee498a11410"],"state_sha256":"8fecf5b8fc621c1d2987e19b1f797f795ad670f89f345e5f0c13732c2704d4a9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AdvlNO9WoZEats7E14cc616bW0s1PWkTJw5rknq0z7dNeyIf2fOqqpR3QYahRqiYFow8etgruDoYeyVX7UEoBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-12T17:11:42.780000Z","bundle_sha256":"3ddf9b8f46d798194e8428aa2b7070aa853fb3b815fcf8baaac110f92af3eccb"}}