{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:D3SOCRRE3HLGTNXXOPUISC2S7O","short_pith_number":"pith:D3SOCRRE","canonical_record":{"source":{"id":"2607.28147","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-30T12:54:25Z","cross_cats_sorted":[],"title_canon_sha256":"099b399d87ccf8e3d7ea8376ba2430c4cba111b9bb0e1325ee7f53462792f6f8","abstract_canon_sha256":"fb710368768a9264285d3c3698e61823aa85e87e3745723a45781e7e0d61f313"},"schema_version":"1.0"},"canonical_sha256":"1ee4e14624d9d669b6f773e8890b52fba1e9db94b93525c9b13b9efe65bc4323","source":{"kind":"arxiv","id":"2607.28147","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.28147","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"arxiv_version","alias_value":"2607.28147v1","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.28147","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"pith_short_12","alias_value":"D3SOCRRE3HLG","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"pith_short_16","alias_value":"D3SOCRRE3HLGTNXX","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"pith_short_8","alias_value":"D3SOCRRE","created_at":"2026-07-31T01:35:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:D3SOCRRE3HLGTNXXOPUISC2S7O","target":"record","payload":{"canonical_record":{"source":{"id":"2607.28147","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-30T12:54:25Z","cross_cats_sorted":[],"title_canon_sha256":"099b399d87ccf8e3d7ea8376ba2430c4cba111b9bb0e1325ee7f53462792f6f8","abstract_canon_sha256":"fb710368768a9264285d3c3698e61823aa85e87e3745723a45781e7e0d61f313"},"schema_version":"1.0"},"canonical_sha256":"1ee4e14624d9d669b6f773e8890b52fba1e9db94b93525c9b13b9efe65bc4323","receipt":{"kind":"pith_receipt","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1ee4e14624d9d669b6f773e8890b52fba1e9db94b93525c9b13b9efe65bc4323","last_reissued_at":"2026-07-31T01:35:52.404464Z","signature_status":"unsigned_v0","first_computed_at":"2026-07-31T01:35:52.404464Z"},"source_kind":"arxiv","source_id":"2607.28147","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":"2026-07-31T01:35:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YUWQoVMRQKVWbSjgFi/DK1b9ZP5LSphZCwjCNNAKYE5G66tLad55dMjUKiMmt0dgRZLza3jUbZgQjiihaYVMCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-01T17:25:53.434046Z"},"content_sha256":"017f3626e2a2f64dbc2832d0ad9722f2481cc3d426410baa134ccc0356eb507a","schema_version":"1.0","event_id":"sha256:017f3626e2a2f64dbc2832d0ad9722f2481cc3d426410baa134ccc0356eb507a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:D3SOCRRE3HLGTNXXOPUISC2S7O","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CR","authors_text":"Chenfu Bao, Hui Jiang, Junhao Xia, Lei Gao, Wuli Yang, Yirui Shi, Yu Cui","submitted_at":"2026-07-30T12:54:25Z","abstract_excerpt":"Autonomous multi-agent systems (AMAS) built on large language models (LLMs), such as Hermes, increasingly rely on inference-time harnesses to coordinate reasoning and action. Constructing these harnesses requires substantial engineering effort and computational resources, as they are iteratively optimized over a combinatorial search space while co-evolving with the underlying LLM. Inference-time harnesses therefore constitute valuable intellectual property (IP). Although prior work has investigated IP leakage in static multi-agent systems with pre-configured architectures, it remains unclear w"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.28147","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/2607.28147/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":"2026-07-31T01:35:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hR2zuHXSQoldpGVd/8aex9ZSbgXf4j27nk0b5CjOpukk2AztUgYh/vL8dZBp0bpQSLuxhPPmb0seJ3YzkMpdBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-01T17:25:53.434550Z"},"content_sha256":"76585fc375f1e7ecd67200d6e3829be0cfb4dd63f4d7f36a4e8a2aa4e83197ed","schema_version":"1.0","event_id":"sha256:76585fc375f1e7ecd67200d6e3829be0cfb4dd63f4d7f36a4e8a2aa4e83197ed"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/D3SOCRRE3HLGTNXXOPUISC2S7O/bundle.json","state_url":"https://pith.science/pith/D3SOCRRE3HLGTNXXOPUISC2S7O/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/D3SOCRRE3HLGTNXXOPUISC2S7O/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":"2026-08-01T17:25:53Z","links":{"resolver":"https://pith.science/pith/D3SOCRRE3HLGTNXXOPUISC2S7O","bundle":"https://pith.science/pith/D3SOCRRE3HLGTNXXOPUISC2S7O/bundle.json","state":"https://pith.science/pith/D3SOCRRE3HLGTNXXOPUISC2S7O/state.json","well_known_bundle":"https://pith.science/.well-known/pith/D3SOCRRE3HLGTNXXOPUISC2S7O/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:D3SOCRRE3HLGTNXXOPUISC2S7O","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":"fb710368768a9264285d3c3698e61823aa85e87e3745723a45781e7e0d61f313","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-30T12:54:25Z","title_canon_sha256":"099b399d87ccf8e3d7ea8376ba2430c4cba111b9bb0e1325ee7f53462792f6f8"},"schema_version":"1.0","source":{"id":"2607.28147","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.28147","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"arxiv_version","alias_value":"2607.28147v1","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.28147","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"pith_short_12","alias_value":"D3SOCRRE3HLG","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"pith_short_16","alias_value":"D3SOCRRE3HLGTNXX","created_at":"2026-07-31T01:35:52Z"},{"alias_kind":"pith_short_8","alias_value":"D3SOCRRE","created_at":"2026-07-31T01:35:52Z"}],"graph_snapshots":[{"event_id":"sha256:76585fc375f1e7ecd67200d6e3829be0cfb4dd63f4d7f36a4e8a2aa4e83197ed","target":"graph","created_at":"2026-07-31T01:35:52Z","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/2607.28147/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Autonomous multi-agent systems (AMAS) built on large language models (LLMs), such as Hermes, increasingly rely on inference-time harnesses to coordinate reasoning and action. Constructing these harnesses requires substantial engineering effort and computational resources, as they are iteratively optimized over a combinatorial search space while co-evolving with the underlying LLM. Inference-time harnesses therefore constitute valuable intellectual property (IP). Although prior work has investigated IP leakage in static multi-agent systems with pre-configured architectures, it remains unclear w","authors_text":"Chenfu Bao, Hui Jiang, Junhao Xia, Lei Gao, Wuli Yang, Yirui Shi, Yu Cui","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-30T12:54:25Z","title":"Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.28147","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":"sha256:017f3626e2a2f64dbc2832d0ad9722f2481cc3d426410baa134ccc0356eb507a","target":"record","created_at":"2026-07-31T01:35:52Z","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":"fb710368768a9264285d3c3698e61823aa85e87e3745723a45781e7e0d61f313","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-30T12:54:25Z","title_canon_sha256":"099b399d87ccf8e3d7ea8376ba2430c4cba111b9bb0e1325ee7f53462792f6f8"},"schema_version":"1.0","source":{"id":"2607.28147","kind":"arxiv","version":1}},"canonical_sha256":"1ee4e14624d9d669b6f773e8890b52fba1e9db94b93525c9b13b9efe65bc4323","receipt":{"builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1ee4e14624d9d669b6f773e8890b52fba1e9db94b93525c9b13b9efe65bc4323","first_computed_at":"2026-07-31T01:35:52.404464Z","kind":"pith_receipt","last_reissued_at":"2026-07-31T01:35:52.404464Z","receipt_version":"0.3","signature_status":"unsigned_v0"},"source_id":"2607.28147","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:017f3626e2a2f64dbc2832d0ad9722f2481cc3d426410baa134ccc0356eb507a","sha256:76585fc375f1e7ecd67200d6e3829be0cfb4dd63f4d7f36a4e8a2aa4e83197ed"],"state_sha256":"0a9ddcd22859ab75b2b3a9fd565745654e56e6b2208e34e442caa517d40290a3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JtvRmqv18r8bA3QPEyazLcPY+mY0tWGE+vjFU5VSeW8hLixIDtumjBip2FWnjVdX/zluBuF/Gp/3RpzfltLeDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-01T17:25:53.438189Z","bundle_sha256":"9bf66e632657853c0386851e7175560faa43d6f7ccfb6d5625715bbaf152853f"}}