{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:5V7HTZLEO5KEFJVMFGK2WATCYM","short_pith_number":"pith:5V7HTZLE","canonical_record":{"source":{"id":"2606.05647","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T03:22:17Z","cross_cats_sorted":["cs.CL","cs.CY","cs.HC"],"title_canon_sha256":"0315018bd9d4e1ba33fc267546fe5e819ed74fcac511ef9cc059445652d56d24","abstract_canon_sha256":"6ff9c89029206b4b210e4ff65fe1adb531244527aca892d4c322a5a02f8db8b2"},"schema_version":"1.0"},"canonical_sha256":"ed7e79e564775442a6ac2995ab0262c32b4b72acab832d0b4b2d2f679d19be72","source":{"kind":"arxiv","id":"2606.05647","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05647","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05647v1","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05647","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_12","alias_value":"5V7HTZLEO5KE","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_16","alias_value":"5V7HTZLEO5KEFJVM","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_8","alias_value":"5V7HTZLE","created_at":"2026-06-05T01:14:57Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:5V7HTZLEO5KEFJVMFGK2WATCYM","target":"record","payload":{"canonical_record":{"source":{"id":"2606.05647","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T03:22:17Z","cross_cats_sorted":["cs.CL","cs.CY","cs.HC"],"title_canon_sha256":"0315018bd9d4e1ba33fc267546fe5e819ed74fcac511ef9cc059445652d56d24","abstract_canon_sha256":"6ff9c89029206b4b210e4ff65fe1adb531244527aca892d4c322a5a02f8db8b2"},"schema_version":"1.0"},"canonical_sha256":"ed7e79e564775442a6ac2995ab0262c32b4b72acab832d0b4b2d2f679d19be72","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T01:14:57.915016Z","signature_b64":"ZK7HhkzOZvf9KpjTxRF+J0u+w7iGHL3DQ6kccSyp29EGydQo9E1/RlYVLoKc2mFzbcXScQyMAWd2aUz4Ct0lBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ed7e79e564775442a6ac2995ab0262c32b4b72acab832d0b4b2d2f679d19be72","last_reissued_at":"2026-06-05T01:14:57.914487Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T01:14:57.914487Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.05647","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":"2026-06-05T01:14:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"uO779/mx74O1B3A/vxo/zGePD4mCPq+5N8KjPHib+iJxi6ubmS9262fUbhAKmZLod8iqGjrbDaRJkzItGIQtDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-05T15:45:36.749696Z"},"content_sha256":"81f8e165501b956050b77dc7412eee7769ac18acef98419ed2ca22c1027cbb15","schema_version":"1.0","event_id":"sha256:81f8e165501b956050b77dc7412eee7769ac18acef98419ed2ca22c1027cbb15"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:5V7HTZLEO5KEFJVMFGK2WATCYM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Coding with \"Enemy\": Can Human Developers Detect AI Agent Sabotage?","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CL","cs.CY","cs.HC"],"primary_cat":"cs.AI","authors_text":"Huiqi Zou, Jingheng Ye, Simon Yu, Weiyan Shi","submitted_at":"2026-06-04T03:22:17Z","abstract_excerpt":"AI coding agents are increasingly embedded in real-world software development, collaborating with human developers while gaining broader access to codebases and tools. This creates a new attack surface: an agent can exploit human trust to sabotage development, for instance by inserting malicious code to accomplish a hidden side task. Most prior work studies AI sabotage in AI-only settings, paying limited attention to the role of human oversight in detecting and mitigating such malicious behavior. To address this gap, we conduct the first large-scale study of human oversight in AI coding sabota"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05647","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/2606.05647/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":"2026-06-05T01:14:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mji2FZfSj3lVlM8E9eoV/0cXopxBqLk3AmX7EhAya6/iiU3i3eTFgOgOlEVm3uCe2y5qi9g3z5k1bZ7C8HgSCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-05T15:45:36.750072Z"},"content_sha256":"f288b07c210c2ef10afd09a7451a3133c01d8424fa16b69669b8fe676c4340a7","schema_version":"1.0","event_id":"sha256:f288b07c210c2ef10afd09a7451a3133c01d8424fa16b69669b8fe676c4340a7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/5V7HTZLEO5KEFJVMFGK2WATCYM/bundle.json","state_url":"https://pith.science/pith/5V7HTZLEO5KEFJVMFGK2WATCYM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/5V7HTZLEO5KEFJVMFGK2WATCYM/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":"2026-06-05T15:45:36Z","links":{"resolver":"https://pith.science/pith/5V7HTZLEO5KEFJVMFGK2WATCYM","bundle":"https://pith.science/pith/5V7HTZLEO5KEFJVMFGK2WATCYM/bundle.json","state":"https://pith.science/pith/5V7HTZLEO5KEFJVMFGK2WATCYM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/5V7HTZLEO5KEFJVMFGK2WATCYM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:5V7HTZLEO5KEFJVMFGK2WATCYM","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":"6ff9c89029206b4b210e4ff65fe1adb531244527aca892d4c322a5a02f8db8b2","cross_cats_sorted":["cs.CL","cs.CY","cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T03:22:17Z","title_canon_sha256":"0315018bd9d4e1ba33fc267546fe5e819ed74fcac511ef9cc059445652d56d24"},"schema_version":"1.0","source":{"id":"2606.05647","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05647","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05647v1","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05647","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_12","alias_value":"5V7HTZLEO5KE","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_16","alias_value":"5V7HTZLEO5KEFJVM","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_8","alias_value":"5V7HTZLE","created_at":"2026-06-05T01:14:57Z"}],"graph_snapshots":[{"event_id":"sha256:f288b07c210c2ef10afd09a7451a3133c01d8424fa16b69669b8fe676c4340a7","target":"graph","created_at":"2026-06-05T01:14:57Z","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/2606.05647/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"AI coding agents are increasingly embedded in real-world software development, collaborating with human developers while gaining broader access to codebases and tools. This creates a new attack surface: an agent can exploit human trust to sabotage development, for instance by inserting malicious code to accomplish a hidden side task. Most prior work studies AI sabotage in AI-only settings, paying limited attention to the role of human oversight in detecting and mitigating such malicious behavior. To address this gap, we conduct the first large-scale study of human oversight in AI coding sabota","authors_text":"Huiqi Zou, Jingheng Ye, Simon Yu, Weiyan Shi","cross_cats":["cs.CL","cs.CY","cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T03:22:17Z","title":"Coding with \"Enemy\": Can Human Developers Detect AI Agent Sabotage?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05647","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":"sha256:81f8e165501b956050b77dc7412eee7769ac18acef98419ed2ca22c1027cbb15","target":"record","created_at":"2026-06-05T01:14:57Z","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":"6ff9c89029206b4b210e4ff65fe1adb531244527aca892d4c322a5a02f8db8b2","cross_cats_sorted":["cs.CL","cs.CY","cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T03:22:17Z","title_canon_sha256":"0315018bd9d4e1ba33fc267546fe5e819ed74fcac511ef9cc059445652d56d24"},"schema_version":"1.0","source":{"id":"2606.05647","kind":"arxiv","version":1}},"canonical_sha256":"ed7e79e564775442a6ac2995ab0262c32b4b72acab832d0b4b2d2f679d19be72","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ed7e79e564775442a6ac2995ab0262c32b4b72acab832d0b4b2d2f679d19be72","first_computed_at":"2026-06-05T01:14:57.914487Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:14:57.914487Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZK7HhkzOZvf9KpjTxRF+J0u+w7iGHL3DQ6kccSyp29EGydQo9E1/RlYVLoKc2mFzbcXScQyMAWd2aUz4Ct0lBA==","signature_status":"signed_v1","signed_at":"2026-06-05T01:14:57.915016Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.05647","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:81f8e165501b956050b77dc7412eee7769ac18acef98419ed2ca22c1027cbb15","sha256:f288b07c210c2ef10afd09a7451a3133c01d8424fa16b69669b8fe676c4340a7"],"state_sha256":"7d49f33253c91f47d3d2a8f225d9ac8ac58e2cf96da12814b37abc918e8fa4b0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XiizDH46SMmdv8tunkQ4YGbnxXcRtK5pqlBwJIKZfcImzXoZTUcKhh3Buc1e81G3hiuwCWjUyXf+l91+Wie6BQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-05T15:45:36.752154Z","bundle_sha256":"dc829466da69ca8695c383af9f2bafd215413dfa7e1bf3b13209ed5855db6841"}}