{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:DFRKBQXOE6IUFPOR7KOVJOAC52","short_pith_number":"pith:DFRKBQXO","canonical_record":{"source":{"id":"2605.26086","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-25T17:50:04Z","cross_cats_sorted":[],"title_canon_sha256":"53b4cc2d5385629f3162c9e9eabdcc3fedd0386d840d274d294a142aaab3f26c","abstract_canon_sha256":"5aa2b853bb28ed790d2d0db3b0f8e95bee1f9b30ee34261251f5eb05193c743e"},"schema_version":"1.0"},"canonical_sha256":"1962a0c2ee279142bdd1fa9d54b802ee810a53a15339b749f0fe8bb0e4b7f2cf","source":{"kind":"arxiv","id":"2605.26086","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.26086","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"arxiv_version","alias_value":"2605.26086v1","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.26086","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"pith_short_12","alias_value":"DFRKBQXOE6IU","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"pith_short_16","alias_value":"DFRKBQXOE6IUFPOR","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"pith_short_8","alias_value":"DFRKBQXO","created_at":"2026-05-26T02:05:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:DFRKBQXOE6IUFPOR7KOVJOAC52","target":"record","payload":{"canonical_record":{"source":{"id":"2605.26086","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-25T17:50:04Z","cross_cats_sorted":[],"title_canon_sha256":"53b4cc2d5385629f3162c9e9eabdcc3fedd0386d840d274d294a142aaab3f26c","abstract_canon_sha256":"5aa2b853bb28ed790d2d0db3b0f8e95bee1f9b30ee34261251f5eb05193c743e"},"schema_version":"1.0"},"canonical_sha256":"1962a0c2ee279142bdd1fa9d54b802ee810a53a15339b749f0fe8bb0e4b7f2cf","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-26T02:05:26.494526Z","signature_b64":"DuK006WQ9sj2FGrGkUziBBvVbZSeoLVPiXmKnIIha9/miu3R2/4BkYKW5xeH9iosjBGGayFn4KKyWewsbkYsCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1962a0c2ee279142bdd1fa9d54b802ee810a53a15339b749f0fe8bb0e4b7f2cf","last_reissued_at":"2026-05-26T02:05:26.493921Z","signature_status":"signed_v1","first_computed_at":"2026-05-26T02:05:26.493921Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.26086","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-26T02:05:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ir9Bxrt7fdH+on3CK+iQ0JwMZDNITMPBFWNeY+1gDZ2gju2dS69+VMpBAKlZ0FGJom8HHUQ0QmT143umOdYnDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-28T04:01:31.404739Z"},"content_sha256":"2089d7b2f6deb92b7878a2af18c1cb6dca025163c7ec656ab9a6db4f85246687","schema_version":"1.0","event_id":"sha256:2089d7b2f6deb92b7878a2af18c1cb6dca025163c7ec656ab9a6db4f85246687"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:DFRKBQXOE6IUFPOR7KOVJOAC52","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Dandan Tu, Feiyang Pan, Haiyang Wang, Jiangui Chen, Lue Fan, Qipeng Gu, Sanyuan Zhao, Shuzhe Wu, Siqi Cheng, Xinyuan Liang, Yusong Lin","submitted_at":"2026-05-25T17:50:04Z","abstract_excerpt":"Large language model agents are increasingly envisioned as always-on personal assistants with access to anything relevant in the user's digital world. Yet current systems operate over only narrow slices of that world, limiting context-sensitive reasoning and effective assistance. Existing benchmarks similarly provide only partial user state and therefore fail to capture performance in such a broad, always-on setting. To address this gap, we introduce Claw-Anything, a benchmark that expands agent context along three dimensions: long-horizon activity histories, interdependent backend services, a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.26086","kind":"arxiv","version":1},"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/2605.26086/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":"2026-05-26T02:05:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MDHnMkg3KARf8T909juIaSlWXleeFOgZFG7Bu2G4r9Anlf5zpiCrUanafmmNHna3hs0IywSs5sWwj6+oWE2fCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-28T04:01:31.405387Z"},"content_sha256":"b3bd1a5d32e70e382810f41298d4f7c7bb71d69c3eff0e2e22aa2afd789e441f","schema_version":"1.0","event_id":"sha256:b3bd1a5d32e70e382810f41298d4f7c7bb71d69c3eff0e2e22aa2afd789e441f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DFRKBQXOE6IUFPOR7KOVJOAC52/bundle.json","state_url":"https://pith.science/pith/DFRKBQXOE6IUFPOR7KOVJOAC52/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DFRKBQXOE6IUFPOR7KOVJOAC52/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":"2026-05-28T04:01:31Z","links":{"resolver":"https://pith.science/pith/DFRKBQXOE6IUFPOR7KOVJOAC52","bundle":"https://pith.science/pith/DFRKBQXOE6IUFPOR7KOVJOAC52/bundle.json","state":"https://pith.science/pith/DFRKBQXOE6IUFPOR7KOVJOAC52/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DFRKBQXOE6IUFPOR7KOVJOAC52/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:DFRKBQXOE6IUFPOR7KOVJOAC52","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":"5aa2b853bb28ed790d2d0db3b0f8e95bee1f9b30ee34261251f5eb05193c743e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-25T17:50:04Z","title_canon_sha256":"53b4cc2d5385629f3162c9e9eabdcc3fedd0386d840d274d294a142aaab3f26c"},"schema_version":"1.0","source":{"id":"2605.26086","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.26086","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"arxiv_version","alias_value":"2605.26086v1","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.26086","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"pith_short_12","alias_value":"DFRKBQXOE6IU","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"pith_short_16","alias_value":"DFRKBQXOE6IUFPOR","created_at":"2026-05-26T02:05:26Z"},{"alias_kind":"pith_short_8","alias_value":"DFRKBQXO","created_at":"2026-05-26T02:05:26Z"}],"graph_snapshots":[{"event_id":"sha256:b3bd1a5d32e70e382810f41298d4f7c7bb71d69c3eff0e2e22aa2afd789e441f","target":"graph","created_at":"2026-05-26T02:05:26Z","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/2605.26086/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language model agents are increasingly envisioned as always-on personal assistants with access to anything relevant in the user's digital world. Yet current systems operate over only narrow slices of that world, limiting context-sensitive reasoning and effective assistance. Existing benchmarks similarly provide only partial user state and therefore fail to capture performance in such a broad, always-on setting. To address this gap, we introduce Claw-Anything, a benchmark that expands agent context along three dimensions: long-horizon activity histories, interdependent backend services, a","authors_text":"Dandan Tu, Feiyang Pan, Haiyang Wang, Jiangui Chen, Lue Fan, Qipeng Gu, Sanyuan Zhao, Shuzhe Wu, Siqi Cheng, Xinyuan Liang, Yusong Lin","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-25T17:50:04Z","title":"Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.26086","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":"sha256:2089d7b2f6deb92b7878a2af18c1cb6dca025163c7ec656ab9a6db4f85246687","target":"record","created_at":"2026-05-26T02:05:26Z","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":"5aa2b853bb28ed790d2d0db3b0f8e95bee1f9b30ee34261251f5eb05193c743e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-25T17:50:04Z","title_canon_sha256":"53b4cc2d5385629f3162c9e9eabdcc3fedd0386d840d274d294a142aaab3f26c"},"schema_version":"1.0","source":{"id":"2605.26086","kind":"arxiv","version":1}},"canonical_sha256":"1962a0c2ee279142bdd1fa9d54b802ee810a53a15339b749f0fe8bb0e4b7f2cf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1962a0c2ee279142bdd1fa9d54b802ee810a53a15339b749f0fe8bb0e4b7f2cf","first_computed_at":"2026-05-26T02:05:26.493921Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-26T02:05:26.493921Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DuK006WQ9sj2FGrGkUziBBvVbZSeoLVPiXmKnIIha9/miu3R2/4BkYKW5xeH9iosjBGGayFn4KKyWewsbkYsCA==","signature_status":"signed_v1","signed_at":"2026-05-26T02:05:26.494526Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.26086","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2089d7b2f6deb92b7878a2af18c1cb6dca025163c7ec656ab9a6db4f85246687","sha256:b3bd1a5d32e70e382810f41298d4f7c7bb71d69c3eff0e2e22aa2afd789e441f"],"state_sha256":"173b7367e391a2e79752d12d3b0d662ab70ddcf71b071163cd903618288e0888"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"s23u64frp/CWD+aCAG8cAt2dNk6+qhWmeuRqHsjvXukxOjClum9QCpKzZZo4PGG4krXvqhPKeuWDilet0w8bDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-28T04:01:31.408399Z","bundle_sha256":"2b42e5d9d2303c28bd15be8f019ffebc2a06398610f9bce091f341edae1130fb"}}