{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:OB5BFWO6QABKEJQVHFS5MTSWJV","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":"cc5dce69caecea1624368127ba8417c68725c32fe2662ac8b9285a04f516506b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-30T17:46:23Z","title_canon_sha256":"492748958695e856de695090a3526ef4da905b4688a1acb9eb396da91af1ffcb"},"schema_version":"1.0","source":{"id":"2606.32014","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.32014","created_at":"2026-07-01T01:18:29Z"},{"alias_kind":"arxiv_version","alias_value":"2606.32014v1","created_at":"2026-07-01T01:18:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.32014","created_at":"2026-07-01T01:18:29Z"},{"alias_kind":"pith_short_12","alias_value":"OB5BFWO6QABK","created_at":"2026-07-01T01:18:29Z"},{"alias_kind":"pith_short_16","alias_value":"OB5BFWO6QABKEJQV","created_at":"2026-07-01T01:18:29Z"},{"alias_kind":"pith_short_8","alias_value":"OB5BFWO6","created_at":"2026-07-01T01:18:29Z"}],"graph_snapshots":[{"event_id":"sha256:8bf152c59027c23782e19ee3a91bc26eb320293cc7555f87f9c639a89e9d6354","target":"graph","created_at":"2026-07-01T01:18:29Z","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/2606.32014/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Internet users collectively perform an enormous range of skilled work through web browsers, from software development and document editing to search, forms, and enterprise workflows, making human browsing a highly scalable but under-exploited source of reusable browser skills. We argue that the bottleneck for browser agents is decision-making under incomplete information rather than low-level operation, and that the priors agents lack are already implicit in human interaction traces. We therefore study scalable behavior cloning for browser agents via skill distillation, converting user interac","authors_text":"Bingxiang He, Bohan Lyu, Boshi Zhang, Calvin Xiao, Eren Cai, Houde Qian, Kaisen Yang, Qingle Liu, Qinhuai Na, Ruoyu Han, Shijin Hong, Youjie Zheng, Yuzhao Peng, Zheng Jiang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-30T17:46:23Z","title":"Scalable Behaviour Cloning on Browser Using via Skill Distillation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.32014","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":"sha256:26e6932e48b880dea3443f0fdc0b196f8c4f846e3f7d20b716307019d83c49bd","target":"record","created_at":"2026-07-01T01:18:29Z","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":"cc5dce69caecea1624368127ba8417c68725c32fe2662ac8b9285a04f516506b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-30T17:46:23Z","title_canon_sha256":"492748958695e856de695090a3526ef4da905b4688a1acb9eb396da91af1ffcb"},"schema_version":"1.0","source":{"id":"2606.32014","kind":"arxiv","version":1}},"canonical_sha256":"707a12d9de8002a226153965d64e564d7966d1bb351ba4f52efb9aec376bb89c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"707a12d9de8002a226153965d64e564d7966d1bb351ba4f52efb9aec376bb89c","first_computed_at":"2026-07-01T01:18:29.194613Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-01T01:18:29.194613Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8966Sl7rmWn7PqeThq1Dbl4uf2My7ZYFE8Sq0/B6y+L0eerUsOH+oDJsTqlyJXE+nZLrsUu3Cmb7J81LCwgfBg==","signature_status":"signed_v1","signed_at":"2026-07-01T01:18:29.194997Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.32014","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:26e6932e48b880dea3443f0fdc0b196f8c4f846e3f7d20b716307019d83c49bd","sha256:8bf152c59027c23782e19ee3a91bc26eb320293cc7555f87f9c639a89e9d6354"],"state_sha256":"4efddfa4562b2207af9a09620987610e2928742bbada43df75944a6c53aa58cb"}