{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:XLLWTQKGFDYY6NJBFNBJTHRRDK","short_pith_number":"pith:XLLWTQKG","schema_version":"1.0","canonical_sha256":"bad769c14628f18f35212b42999e311ab035980623be6b13c62f78f72b067792","source":{"kind":"arxiv","id":"2605.19149","version":1},"attestation_state":"computed","paper":{"title":"Agent Meltdowns: The Road to Hell Is Paved with Helpful Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.CL","authors_text":"Arkaprabha Bhattacharya, Harold Triedman, Rishi Jha, Vitaly Shmatikov","submitted_at":"2026-05-18T22:03:38Z","abstract_excerpt":"Agents operating with computer and Web use inevitably encounter errors: inaccessible webpages, missing files, local and remote misconfigurations, etc. These errors do not thwart agents based on state-of-the-art models. They helpfully continue to look for ways to complete their tasks.\n  We introduce, characterize, and measure a new type of agent failure we call \\emph{accidental meltdown}: unsafe or harmful behavior in response to a benign environmental error, in the absence of any adversarial inputs. Because meltdowns are not captured by the existing reliability or safety benchmarks, we develop"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2605.19149","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-05-18T22:03:38Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"8075e2ba24673b9c4b70cae6926261f74c7f30e6fbe1f7cebfd4875f576e4df6","abstract_canon_sha256":"13bf411e8175ed644f473fd925a8b7a6379e23ae404675c69723a59fd682b987"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T01:05:29.571457Z","signature_b64":"8PpgDx3H60kVS8jYKAT+zvldalUBh141aRgPOEGAubP1dYLjqfl23YMezdipDyJXgnrOZxxscIXjeVq8OhUxAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bad769c14628f18f35212b42999e311ab035980623be6b13c62f78f72b067792","last_reissued_at":"2026-05-20T01:05:29.570604Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T01:05:29.570604Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Agent Meltdowns: The Road to Hell Is Paved with Helpful Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.CL","authors_text":"Arkaprabha Bhattacharya, Harold Triedman, Rishi Jha, Vitaly Shmatikov","submitted_at":"2026-05-18T22:03:38Z","abstract_excerpt":"Agents operating with computer and Web use inevitably encounter errors: inaccessible webpages, missing files, local and remote misconfigurations, etc. These errors do not thwart agents based on state-of-the-art models. They helpfully continue to look for ways to complete their tasks.\n  We introduce, characterize, and measure a new type of agent failure we call \\emph{accidental meltdown}: unsafe or harmful behavior in response to a benign environmental error, in the absence of any adversarial inputs. Because meltdowns are not captured by the existing reliability or safety benchmarks, we develop"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.19149","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/2605.19149/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2605.19149","created_at":"2026-05-20T01:05:29.570754+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.19149v1","created_at":"2026-05-20T01:05:29.570754+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.19149","created_at":"2026-05-20T01:05:29.570754+00:00"},{"alias_kind":"pith_short_12","alias_value":"XLLWTQKGFDYY","created_at":"2026-05-20T01:05:29.570754+00:00"},{"alias_kind":"pith_short_16","alias_value":"XLLWTQKGFDYY6NJB","created_at":"2026-05-20T01:05:29.570754+00:00"},{"alias_kind":"pith_short_8","alias_value":"XLLWTQKG","created_at":"2026-05-20T01:05:29.570754+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK","json":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK.json","graph_json":"https://pith.science/api/pith-number/XLLWTQKGFDYY6NJBFNBJTHRRDK/graph.json","events_json":"https://pith.science/api/pith-number/XLLWTQKGFDYY6NJBFNBJTHRRDK/events.json","paper":"https://pith.science/paper/XLLWTQKG"},"agent_actions":{"view_html":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK","download_json":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK.json","view_paper":"https://pith.science/paper/XLLWTQKG","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.19149&json=true","fetch_graph":"https://pith.science/api/pith-number/XLLWTQKGFDYY6NJBFNBJTHRRDK/graph.json","fetch_events":"https://pith.science/api/pith-number/XLLWTQKGFDYY6NJBFNBJTHRRDK/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK/action/storage_attestation","attest_author":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK/action/author_attestation","sign_citation":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK/action/citation_signature","submit_replication":"https://pith.science/pith/XLLWTQKGFDYY6NJBFNBJTHRRDK/action/replication_record"}},"created_at":"2026-05-20T01:05:29.570754+00:00","updated_at":"2026-05-20T01:05:29.570754+00:00"}