{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:HTZADGU2CSPVANQHPZYCRLXISK","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":"22ff9cfd3d24649ddcf67e305d368e36807b29eec679cb423cb12fa248fb3f88","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T21:06:06Z","title_canon_sha256":"3aaa72c2985ffd1ffd90cf48f82bbe34bc95dcaa3da5906aec9965ed81dfa9d9"},"schema_version":"1.0","source":{"id":"2608.12593","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.12593","created_at":"2026-08-14T00:45:35Z"},{"alias_kind":"arxiv_version","alias_value":"2608.12593v1","created_at":"2026-08-14T00:45:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.12593","created_at":"2026-08-14T00:45:35Z"},{"alias_kind":"pith_short_12","alias_value":"HTZADGU2CSPV","created_at":"2026-08-14T00:45:35Z"},{"alias_kind":"pith_short_16","alias_value":"HTZADGU2CSPVANQH","created_at":"2026-08-14T00:45:35Z"},{"alias_kind":"pith_short_8","alias_value":"HTZADGU2","created_at":"2026-08-14T00:45:35Z"}],"graph_snapshots":[{"event_id":"sha256:7a3bafdbe5369719fb51e4cda1fd2b56a840050cd9a554f79f485c13366251c0","target":"graph","created_at":"2026-08-14T00:45:35Z","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/2608.12593/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Discovery---formulating novel generalizations---is a central part of the scientific process. Despite its importance, there is a gap in the current AI benchmark landscape, with few benchmarks directly probing the capacity for discovering new knowledge with experimentation in controlled environments where the objective is unknown. To address this gap, we release a new benchmark: DiG-bench (Discovery in Games). DiG-bench consists of a set of 70 independent games. Each game is encoded as a short string and has unique transformation rules that must be discovered through interaction and experimentat","authors_text":"Ales Kubicek, Clare Maguire, Fraser Greenlee-Scott, James C.R. Whittington, Jimi Cullen-Drohan, Joshua Tenenbaum, J\\\"urgen Schmidhuber, Kai Sandbrink, Michal Valko, Ruairidh M. Battleday, Sukrit Sumant, Thomas L. Griffiths, Timothy Muller, Tri Dao, Zeb Kurth-Nelson, Zihan Yan","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T21:06:06Z","title":"DiG-bench: Discovery in Games"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.12593","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:c42cf6339c6fcadba50cf5af48a6ffe56386f544d17056ae3f9114f8ee2aea20","target":"record","created_at":"2026-08-14T00:45:35Z","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":"22ff9cfd3d24649ddcf67e305d368e36807b29eec679cb423cb12fa248fb3f88","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T21:06:06Z","title_canon_sha256":"3aaa72c2985ffd1ffd90cf48f82bbe34bc95dcaa3da5906aec9965ed81dfa9d9"},"schema_version":"1.0","source":{"id":"2608.12593","kind":"arxiv","version":1}},"canonical_sha256":"3cf2019a9a149f5036077e7028aee892821c0305e6c2bac47f7006eab6266969","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3cf2019a9a149f5036077e7028aee892821c0305e6c2bac47f7006eab6266969","first_computed_at":"2026-08-14T00:45:35.664174Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-14T00:45:35.664174Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"F3w2RPZVxPICHAcKhFiMg0Vgv4PJPN42K561Ph/Als9S4nSvYdQhPcOd0+myJ/xIG3fHhw49EP/qMiQ3dW+tCA==","signature_status":"signed_v1","signed_at":"2026-08-14T00:45:35.672896Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.12593","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c42cf6339c6fcadba50cf5af48a6ffe56386f544d17056ae3f9114f8ee2aea20","sha256:7a3bafdbe5369719fb51e4cda1fd2b56a840050cd9a554f79f485c13366251c0"],"state_sha256":"12d5232bef5bb6e85f1d32381ca345d3348bdc3111d84d4ff9505188069e105b"}