{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:VRNL3UAYPETJFY6WB4QIG7PGTO","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":"efadeed975ebc190f82c48fb5b55b6cba15a3cac44e65d6cf02a95a98b5ec843","cross_cats_sorted":["cs.AI","cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.RO","submitted_at":"2022-07-17T09:51:10Z","title_canon_sha256":"a5001ebefda90e5f9290c98a135376a1bfefb3c412a2c59d37109dcc50b30b65"},"schema_version":"1.0","source":{"id":"2208.07306","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2208.07306","created_at":"2026-07-05T04:48:26Z"},{"alias_kind":"arxiv_version","alias_value":"2208.07306v1","created_at":"2026-07-05T04:48:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2208.07306","created_at":"2026-07-05T04:48:26Z"},{"alias_kind":"pith_short_12","alias_value":"VRNL3UAYPETJ","created_at":"2026-07-05T04:48:26Z"},{"alias_kind":"pith_short_16","alias_value":"VRNL3UAYPETJFY6W","created_at":"2026-07-05T04:48:26Z"},{"alias_kind":"pith_short_8","alias_value":"VRNL3UAY","created_at":"2026-07-05T04:48:26Z"}],"graph_snapshots":[{"event_id":"sha256:3798045903ab252eaff55a6015a0948c4e37c963b90e860a0e340be8fe88385b","target":"graph","created_at":"2026-07-05T04:48:26Z","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/2208.07306/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This extended abstract introduces the initial steps taken to develop a system for Rapid Internal Simulation of Knowledge (RISK). RISK aims to enable more transparency in artificial intelligence systems, especially those created by deep learning networks by allowing real-time simulation of what the system knows. By looking at hypothetical situations based on these simulations a system may make more informed decisions, and produce them for non-expert observers to understand the reasoning behind a given action.","authors_text":"Christopher D. Wallbridge, Qiyuan Zhang","cross_cats":["cs.AI","cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.RO","submitted_at":"2022-07-17T09:51:10Z","title":"Introducing RISK"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2208.07306","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":"sha256:02e16c6325772df9beabb873ac2e2c50e2c5cdf1ddf4fd6d84ed626e8e0c17f5","target":"record","created_at":"2026-07-05T04:48:26Z","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":"efadeed975ebc190f82c48fb5b55b6cba15a3cac44e65d6cf02a95a98b5ec843","cross_cats_sorted":["cs.AI","cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.RO","submitted_at":"2022-07-17T09:51:10Z","title_canon_sha256":"a5001ebefda90e5f9290c98a135376a1bfefb3c412a2c59d37109dcc50b30b65"},"schema_version":"1.0","source":{"id":"2208.07306","kind":"arxiv","version":1}},"canonical_sha256":"ac5abdd018792692e3d60f20837de69ba505092fc9f3398ec84631957e6638ba","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ac5abdd018792692e3d60f20837de69ba505092fc9f3398ec84631957e6638ba","first_computed_at":"2026-07-05T04:48:26.344275Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:48:26.344275Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"NViRIP+J7KcvISv1n15Aam6NjX81AVwDMAJgzwr6MTNvp0g7KOkEMce68sRX0YLNGAxYWCHm/pU+qBuk8ga9Bg==","signature_status":"signed_v1","signed_at":"2026-07-05T04:48:26.344838Z","signed_message":"canonical_sha256_bytes"},"source_id":"2208.07306","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:02e16c6325772df9beabb873ac2e2c50e2c5cdf1ddf4fd6d84ed626e8e0c17f5","sha256:3798045903ab252eaff55a6015a0948c4e37c963b90e860a0e340be8fe88385b"],"state_sha256":"a04e670e8642f64051d691ebdd8641f8b44f32fc48d43c3473b9aeb9a472f29d"}