{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:MIU6ITMOSGOL2NNFFOICSBUGBY","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":"bb7fa4b481ef944c77a04c41dc9f8d95d423e8e867800401e88d24b20cb192f0","cross_cats_sorted":["q-bio.NC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2022-07-06T21:46:16Z","title_canon_sha256":"6358f7a4ac8f160e0393b274ebb1833e90cb95d9db00e05f23df406e8539c8b2"},"schema_version":"1.0","source":{"id":"2207.05058","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.05058","created_at":"2026-07-05T04:40:02Z"},{"alias_kind":"arxiv_version","alias_value":"2207.05058v2","created_at":"2026-07-05T04:40:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.05058","created_at":"2026-07-05T04:40:02Z"},{"alias_kind":"pith_short_12","alias_value":"MIU6ITMOSGOL","created_at":"2026-07-05T04:40:02Z"},{"alias_kind":"pith_short_16","alias_value":"MIU6ITMOSGOL2NNF","created_at":"2026-07-05T04:40:02Z"},{"alias_kind":"pith_short_8","alias_value":"MIU6ITMO","created_at":"2026-07-05T04:40:02Z"}],"graph_snapshots":[{"event_id":"sha256:d4fad248f41791cc3609a774adf17851c09021f759b936ea7419a3e0fe986251","target":"graph","created_at":"2026-07-05T04:40:02Z","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/2207.05058/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Shared intentionality is a critical component in developing conscious AI agents capable of collaboration, self-reflection, deliberation, and reasoning. We formulate inference of shared intentionality as an inverse reinforcement learning problem with logical reward specifications. We show how the approach can infer task descriptions from demonstrations. We also extend our approach to actively convey intentionality. We demonstrate the approach on a simple grid-world example.","authors_text":"John Rushby, Susmit Jha","cross_cats":["q-bio.NC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2022-07-06T21:46:16Z","title":"Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentions"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.05058","kind":"arxiv","version":2},"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:d5702337b81d0a5bc3b1b1e4df4c12419d2da947dbedcfe09c04745f4dc50538","target":"record","created_at":"2026-07-05T04:40:02Z","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":"bb7fa4b481ef944c77a04c41dc9f8d95d423e8e867800401e88d24b20cb192f0","cross_cats_sorted":["q-bio.NC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2022-07-06T21:46:16Z","title_canon_sha256":"6358f7a4ac8f160e0393b274ebb1833e90cb95d9db00e05f23df406e8539c8b2"},"schema_version":"1.0","source":{"id":"2207.05058","kind":"arxiv","version":2}},"canonical_sha256":"6229e44d8e919cbd35a52b902906860e1fe787e67ac8f8b2f277381e54c95dc0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6229e44d8e919cbd35a52b902906860e1fe787e67ac8f8b2f277381e54c95dc0","first_computed_at":"2026-07-05T04:40:02.100188Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:40:02.100188Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fdFKfeDrsAIY7LDfowXarQTgxePzk9tsQ8tqEUDT7qlS/07JZ95Q0lcqZE6R+OJ17r62nOs+YuxB6fXKhNXgAw==","signature_status":"signed_v1","signed_at":"2026-07-05T04:40:02.100594Z","signed_message":"canonical_sha256_bytes"},"source_id":"2207.05058","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d5702337b81d0a5bc3b1b1e4df4c12419d2da947dbedcfe09c04745f4dc50538","sha256:d4fad248f41791cc3609a774adf17851c09021f759b936ea7419a3e0fe986251"],"state_sha256":"e05f2869c60ca95e75bf7677093dd1f4ace156d50c0e55a9056b11167890597d"}