{"as_of":"2026-08-18T13:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:3a578126b73304cdcb2d6eabeba0f5a02f52094144c79af054178e0f78e56cfb","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-09T10:31:46.709346Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2502.02962/citation-record","integrity":"/paper/2502.02962/integrity","json":"/paper/2502.02962/citation-record.json","paper":"/paper/2502.02962"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.525454Z","title":"The Emerging Neuroscience of Intrinsic Motivation: A New Frontier in Self-Determination Research","venue":null,"work_id":"562ea148-36a5-4555-8c07-85df51299dd2","year":2017},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.512365Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:6e8d6791f5641a02cc5967227032dc33088bc090f09291ca42a1e8d73732ce28","observation_id":"83d05a1d-4b37-4163-8034-b7e1d07052d6","resolution":{"observed_at":"2026-08-09T10:31:47.530826Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.510940Z","title":"Empowerment: a universal agent-centric measure of control","venue":null,"work_id":"60251050-0a84-4553-8ccd-d014fe219573","year":2005},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.518307Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:17c50ee2966f16d8e058dda7ff4d694b3742da22d8c38e2f1c26e34b8c7b3100","observation_id":"c0849cc3-b093-40a2-a47f-570610b342fb","resolution":{"observed_at":"2026-08-09T10:31:47.515503Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1310.1863","last_updated":"2013-10-08T09:10:58Z","snapshot_observed_at":"2026-08-14T23:59:53.634344Z","submitted_at":"2013-10-07T17:15:36Z","title":"Empowerment -- an Introduction","version":2},"cited_work":{"arxiv_id":"1310.1863","doi":null,"metadata_source":"pith","pith_arxiv_id":"1310.1863","snapshot_observed_at":"2026-08-09T10:31:47.140213Z","title":"Empowerment -- an Introduction","venue":"cs.AI","work_id":"44c6bb8c-c1d6-4954-8077-79e5cc40662f","year":2013},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.523152Z"},"links":{"cited_paper":"/paper/1310.1863","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:f4815f8defa5af15dc1a0de30f082a68b88980780e49c6b3c85d2bfce04fd9fe","observation_id":"b4f08749-107a-4bb6-9daa-aa50db8b0659","resolution":{"observed_at":"2026-08-09T10:31:47.145302Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.496081Z","title":"Active Inference: A Process Theory","venue":null,"work_id":"b1852fea-597d-4218-b652-7068a3096626","year":2017},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.528522Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:d671e4ad65b2f313b640b9bbcc15842068c504bff711210886acc33dd61948a5","observation_id":"df3bc19a-00b8-4388-8cf2-a70931b05d41","resolution":{"observed_at":"2026-08-09T10:31:47.501044Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.481178Z","title":"Active inference and epistemic value","venue":null,"work_id":"d44b49de-1ed9-4241-a3d1-18252165818c","year":2015},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.533544Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:71cf213af184ea3455988154a7ab1bf17eef2ed0553b1bc05d4d477491632b99","observation_id":"64199f7e-bc2c-44f5-94ce-09a2e4560849","resolution":{"observed_at":"2026-08-09T10:31:47.485848Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.12917","last_updated":"2024-01-23T17:09:25Z","snapshot_observed_at":"2026-08-16T14:25:07.788580Z","submitted_at":"2024-01-23T17:09:25Z","title":"Active Inference as a Model of Agency","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.12917","snapshot_observed_at":"2026-08-09T10:31:46.538625Z","title":"Active Inference as a Model of Agency, 2024, [arXiv:cs.AI/2401.12917]","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.538625Z"},"links":{"cited_paper":"/paper/2401.12917","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:5d51b654f07e632016df354a6611caf3d8478eeff1c4abd177f104e7adfe865b","observation_id":"65375a5f-10e1-4c04-99b8-9fc86e60acfe","resolution":{"observed_at":"2026-08-09T10:31:46.538625Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.466827Z","title":"Complex behavior from intrinsic motivation to occupy future action-state path space","venue":null,"work_id":"1d11bfdc-a176-46d8-9d40-ef35a9772f15","year":2022},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.544299Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:8b96a829d4495b32061f1da2fa6eefdb367f231ce7de215495dbf09a211396cc","observation_id":"5ba08323-bd70-4086-a555-f8c3d06c31f6","resolution":{"observed_at":"2026-08-09T10:31:47.471469Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.452382Z","title":"Adaptive confidence and adaptive curiosity","venue":null,"work_id":"7dc19047-7a2d-4286-9ccb-a94b7bc06dc8","year":1991},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.549077Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:455bd2f88dca9a09defc70f642125a08b7a445d4502092667aa8ca36ddad3681","observation_id":"214980ff-7e52-45ce-bed9-43a12cd35612","resolution":{"observed_at":"2026-08-09T10:31:47.457055Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.437473Z","title":"Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010)","venue":null,"work_id":"c3ce5c7c-8736-43d3-8e6a-7a5806b8ce44","year":1990},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.553554Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:c116a5f778dfd06b6cefe590a1ec3e27553777fe0b6ccbbcaa0d38dccc5488ac","observation_id":"3aa2e570-b6c0-4514-b936-a7846c6fb256","resolution":{"observed_at":"2026-08-09T10:31:47.442269Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.558447Z","title":"Bayesian surprise attracts human attention","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.558447Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:294a2d70c5e738b8d6f59d24a06d21c9597588c907b85f6ac9615771931a08d0","observation_id":"cafff2c5-4a23-4b09-83d9-75b5e056f9fb","resolution":{"observed_at":"2026-08-09T10:31:46.558447Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.424031Z","title":"Curiosity-Driven Exploration via Latent Bayesian Surprise","venue":null,"work_id":"1fa07892-462d-43b1-8ef1-c69fcf1e6f37","year":2021},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.562371Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:eec46ea493277c42eb8c15b2f719ba28d78acf167af3c45826911ca54c1b84ef","observation_id":"4f4ab82f-32a4-458f-a250-95ccddc67baf","resolution":{"observed_at":"2026-08-09T10:31:47.428382Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.408961Z","title":"Empowerment, Free Energy Principle and Maximum Occupancy Principle Compared","venue":null,"work_id":"4fac1c49-06b3-4328-8f14-93816289e309","year":2023},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.566329Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:b2efc9dd107aa9e9cc039ce96fc818b3196762d8083efc3ed57e2d32293819bb","observation_id":"a768a3b9-c649-43ce-a6c0-ae395dde0536","resolution":{"observed_at":"2026-08-09T10:31:47.414130Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.394449Z","title":"Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop","venue":null,"work_id":"3af4c679-b3a1-4c23-9f2d-952bf211065b","year":2018},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.570389Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:503caa2b37b0babf9ce1da304ed0267108e5286c22ef41d8b2b5bb8a8f53932e","observation_id":"33854372-a802-4d8b-8d45-fb89f197cc30","resolution":{"observed_at":"2026-08-09T10:31:47.399336Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2204.11900","last_updated":"2022-04-25T18:04:50Z","snapshot_observed_at":"2026-08-16T17:04:41.799267Z","submitted_at":"2022-04-25T18:04:50Z","title":"Towards a Geometry and Analysis for Bayesian Mechanics","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2204.11900","snapshot_observed_at":"2026-08-09T10:31:46.574223Z","title":"Towards a Geometry and Analysis for Bayesian Mechanics, 2022, [arXiv:math- ph/2204.11900]","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.574223Z"},"links":{"cited_paper":"/paper/2204.11900","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:0857e8c3ff06311287280cd3596b0e88d32d4576d7611e8ae421ca48b36a68d9","observation_id":"d76cfd13-83f7-4d87-829e-bd5fc21d6a08","resolution":{"observed_at":"2026-08-09T10:31:46.574223Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.380466Z","title":"Sophisticated Inference","venue":null,"work_id":"37c614b3-a43f-4c56-840b-9938fb81e3bf","year":2021},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.578620Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:5b18058a14ad1d343a7e7e63818e60c3209e8c20459cb196b32b973feb4a722d","observation_id":"b3a39ea6-63c5-4afe-8dc6-f07997e87da0","resolution":{"observed_at":"2026-08-09T10:31:47.384880Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.365721Z","title":"Intrinsic Motivation in Dynamical Control Systems","venue":null,"work_id":"adc11eff-b15d-4aa7-8902-b3b0e732c565","year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.583019Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:48d6309c8511b5c3f0804dd1a757fd0a6f416af202de014d83b3d3bf29d95f65","observation_id":"215e595e-93c7-4764-8a13-2df566e50305","resolution":{"observed_at":"2026-08-09T10:31:47.370403Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.587561Z","title":"Causal Entropic Forces","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.587561Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:bbdf308dc161385519649318f83ee568243f96ea979ac6886b98bcea2a4e605b","observation_id":"543c22ee-feac-47a6-bfd7-22474010880c","resolution":{"observed_at":"2026-08-09T10:31:46.587561Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.592134Z","title":"In Facets of Systems Science; Springer US: Boston, MA, 1991; pp","venue":null,"work_id":null,"year":1991},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.592134Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:fc0353d73ffb6dd3df6dafd6999e211b2343d452f1e6cc71d12b1ac62b13d054","observation_id":"ed31ceab-2b35-4f7f-923b-7ab2fc6128db","resolution":{"observed_at":"2026-08-09T10:31:46.592134Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.350837Z","title":"The Predictive Mind; Oxford University Press UK: Oxford, GB, 2013","venue":null,"work_id":"24e51f7a-ba86-4a94-8f1d-4c054b0f1e9e","year":2013},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.597140Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:a1fbe88230e8255b8b4080370d0e9350e042acb4228b66a28cb121e508795d63","observation_id":"825984f2-a057-459d-bcba-9e08a12487ae","resolution":{"observed_at":"2026-08-09T10:31:47.355681Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.335931Z","title":"Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects","venue":null,"work_id":"72ccb568-dbd3-4b56-952e-da28cdabc10d","year":1999},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.601667Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:52157a508118df067af5584298b785309e15953dd4408d2334d971764728b08c","observation_id":"aa419bce-e741-4213-9d3b-c5f63d5241fe","resolution":{"observed_at":"2026-08-09T10:31:47.340883Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.320099Z","title":"A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks","venue":null,"work_id":"0e4a7d99-e92f-4cca-b67e-156a118fda4b","year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.606544Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:45a227a7a6e5d526b238d60d85eb999a52843c2e71443b4d23968dc80a60f419","observation_id":"f81e573a-efeb-4dfe-8da1-b3af3b3a7dab","resolution":{"observed_at":"2026-08-09T10:31:47.325150Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.305752Z","title":null,"venue":null,"work_id":"51bac405-eef7-478b-99c3-26fd4365ee1b","year":1962},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.611030Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:b18affc784bf38c54cfda1d54a38a958a980345685124c381129e23db700dcdb","observation_id":"8813ef86-eb68-4f7e-b9f8-f168d9250a7f","resolution":{"observed_at":"2026-08-09T10:31:47.310261Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.289707Z","title":"A free energy principle for a particular physics","venue":null,"work_id":"4e1e9a32-df01-4b58-982c-6e0c3ee6624a","year":2019},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.615700Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:b06732abf25f97c20df638ab8748eaa0cb7201711f5d62fb58517f398ebf9470","observation_id":"e2357a45-43ad-4f92-9697-5de852ac937e","resolution":{"observed_at":"2026-08-09T10:31:47.294898Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.274756Z","title":"Path integrals, particular kinds, and strange things","venue":null,"work_id":"752346a6-4495-4367-a300-a8fb6b2096b0","year":2023},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.620324Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:7b993eb09feac117748394143455a7a6159f912bb17801ae8434c7e5c37da897","observation_id":"69974f4f-722a-45dd-8c87-8b532d51651c","resolution":{"observed_at":"2026-08-09T10:31:47.279575Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.625578Z","title":"A step-by-step tutorial on active inference and its application to empirical data","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.625578Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:8e55dfc1127d3ed3d5d7b5b29450c730f8bd12a89e767989f005126e3e837b9d","observation_id":"fe6cd779-0186-4887-be61-0a967f64663e","resolution":{"observed_at":"2026-08-09T10:31:46.625578Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.260093Z","title":"Active Inference, Attention, and Motor Preparation","venue":null,"work_id":"4a5414fb-7a57-4156-9117-ce21bb0ead5d","year":2011},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.630068Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:ac0ce606bc619cc6d90469717817fee4414c008093c525ce7ea89b26b6508f19","observation_id":"ddff649c-b739-46b0-878e-b5aa8e61d26d","resolution":{"observed_at":"2026-08-09T10:31:47.264874Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.634883Z","title":"Planning as inference","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.634883Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:fda3d327f036c5ab23ac5a4e93ac41903e0166ea10591e3b7cd2318920561d71","observation_id":"ed34ac7a-3a84-4882-a6da-a517f0e20a1e","resolution":{"observed_at":"2026-08-09T10:31:46.634883Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1111/nous.12062","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"The Self-Evidencing Brain","venue":"Noûs","work_id":"4e7c8b6c-779e-4fcf-b26c-7e26c88492f6","year":2014},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.639762Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:6a1bdeec9b10997060903f3bec0cd90a378af5af0743ed0a17cdcd684cccdc60","observation_id":"0c0f62d8-4491-499b-b5c6-26d93b30ef8c","resolution":{"observed_at":"2026-08-09T10:31:46.800055Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.644616Z","title":"pymdp: A Python library for active inference in discrete state spaces","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.644616Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:f1a4bc636cf449ec0e3d3b504bff3cdb230da34167fc4fad4a40714083538801","observation_id":"c6d51fcd-fdd7-468a-9feb-ed055e9eeda9","resolution":{"observed_at":"2026-08-09T10:31:46.644616Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.649448Z","title":"Whence the Expected Free Energy? Neural Computation 2021, 33, 447–482","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.649448Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:cf0fc762fcff4424f5c5183694360bedb5cb83a2e97158aae041dbd0d4e486c3","observation_id":"0cb12e64-26b0-4411-8053-a941fe394836","resolution":{"observed_at":"2026-08-09T10:31:46.649448Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.245315Z","title":"Information Theory and Statistical Mechanics","venue":null,"work_id":"dfd8bbe1-c6fa-48bb-9328-2204e2ead7a4","year":1957},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.653987Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:896935988c22fbdb639138f9cb00ddc5ba32886a8d93bd315ade354c434c3d2e","observation_id":"a0883ad9-abbe-4649-8bc7-39a2253d6013","resolution":{"observed_at":"2026-08-09T10:31:47.249367Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.232059Z","title":"Psychophysical Identity and Free Energy","venue":null,"work_id":"4c899eb4-d3cd-47fe-b883-7767a15b5dd4","year":2020},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.658515Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:71e01695a222cbb2b4cb17a83abfd3f3ea6075f2a35194d3994bc6cd8e9c227d","observation_id":"30b99bde-b69b-40a4-8c81-a14b0374c8a1","resolution":{"observed_at":"2026-08-09T10:31:47.236163Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2211.10851","last_updated":"2023-11-14T23:23:16Z","snapshot_observed_at":"2026-08-16T16:14:50.010445Z","submitted_at":"2022-11-20T02:48:01Z","title":"Reward is not Necessary: How to Create a Modular & Compositional Self-Preserving Agent for Life-Long Learning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2211.10851","snapshot_observed_at":"2026-08-09T10:31:46.663162Z","title":"Reward is not Necessary: How to Create a Modular & Compositional Self-Preserving Agent for Life-Long Learning, 2023, [arXiv:cs.AI/2211.10851]","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.663162Z"},"links":{"cited_paper":"/paper/2211.10851","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:5d98f78dda61d84ca1495bfff5ee213e7975cf44eaa2f0fe5b6c1c7a949e2264","observation_id":"a050c53d-f89e-4078-a05f-4f1dcfc3490d","resolution":{"observed_at":"2026-08-09T10:31:46.663162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.216962Z","title":"On the thermodynamics of prediction under dissipative adaptation","venue":null,"work_id":"2be65a68-085a-444d-b5dd-48e399e5c918","year":2020},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.667855Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:9297b7f4161f21290770ea07534a738775f7ac557f375b68ca50e73e6ad66c32","observation_id":"42aa11cd-d5f6-412c-b5dc-7c2a87e055dd","resolution":{"observed_at":"2026-08-09T10:31:47.221643Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:46.672166Z","title":"Supervised structure learning","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.672166Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:08db9c9aa29da2dbf16a24cc90f059273aa49d2aa3974b4f13e6ddba0d8a2642","observation_id":"16ea0a65-f461-4566-b87c-c92325e4c73c","resolution":{"observed_at":"2026-08-09T10:31:46.672166Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.202587Z","title":"Generalised free energy and active inference","venue":null,"work_id":"b56bb5a8-4d46-44c6-b76e-adccee8230f3","year":2018},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.676624Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:032a426b1a96dacfcd163528dfdf4a0fd9cf56d8446661c1f4c0ddfbc41882c8","observation_id":"33fa535c-53a2-4aae-9dc6-76e597664444","resolution":{"observed_at":"2026-08-09T10:31:47.206952Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.06859","last_updated":"2021-11-24T21:46:41Z","snapshot_observed_at":"2026-08-16T18:39:32.772310Z","submitted_at":"2021-03-11T18:42:39Z","title":"Understanding the Origin of Information-Seeking Exploration in Probabilistic Objectives for Control","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2103.06859","snapshot_observed_at":"2026-08-09T10:31:46.681144Z","title":"Understanding the origin of information-seeking exploration in probabilistic objectives for control","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.681144Z"},"links":{"cited_paper":"/paper/2103.06859","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:a1d6d7db82d78572adb91b251114dad952b1f3f568b36f86e95aeaf113b84cc0","observation_id":"2ba3617d-cf56-4310-929c-f4bc9dc634cf","resolution":{"observed_at":"2026-08-09T10:31:46.681144Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.187460Z","title":"Statistical physics of self-replication","venue":null,"work_id":"dbb374f9-ecdd-4726-b1ff-98ae9917eac5","year":2013},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.685895Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:3fca40c3787b3b41498c824396fad2d286ed2e49c16c0d0c615fd35b0843ce9c","observation_id":"8a52b8ef-0e5b-4134-8480-58ec36e18700","resolution":{"observed_at":"2026-08-09T10:31:47.192443Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.11735","last_updated":"2024-10-15T16:11:52Z","snapshot_observed_at":"2026-08-18T08:50:27.823852Z","submitted_at":"2024-10-15T16:11:52Z","title":"Probabilistic Principles for Biophysics and Neuroscience: Entropy Production, Bayesian Mechanics & the Free-Energy Principle","version":1},"cited_work":{"arxiv_id":"2410.11735","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.11735","snapshot_observed_at":"2026-08-09T10:31:46.871611Z","title":"Probabilistic Principles for Biophysics and Neuroscience: Entropy Production, Bayesian Mechanics & the Free-Energy Principle","venue":"math-ph","work_id":"94449113-f720-45c9-8b2d-f5a3845bca9b","year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.690270Z"},"links":{"cited_paper":"/paper/2410.11735","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:dde2820660263682ae11de1f3c7e1b86dbd2825cb5fd6f360194df2a2d48c40c","observation_id":"5f734b75-bae8-4e95-bb43-c651595184e1","resolution":{"observed_at":"2026-08-09T10:31:46.876977Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.171745Z","title":"The World as Will and Representation ; Dover Publications: New York„ 1958","venue":null,"work_id":"e821c905-92af-4f08-8b26-3e7152713630","year":1958},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.694466Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:9d41d4eae50c8a46969fa7accdd7948ff182ce6ebd6d1f3dd70af138e77b3212","observation_id":"a7274678-71a1-435d-a706-4087f5ba3c9e","resolution":{"observed_at":"2026-08-09T10:31:47.176824Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T10:31:47.156162Z","title":"A Multi-scale View of the Emergent Complexity of Life: A Free-Energy Proposal","venue":null,"work_id":"7261f04a-fd1f-42a9-a43e-c0ff246245eb","year":2019},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.698089Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:fdcdda90dd392dcb15e8a628c49aa2b9a329505a88830538f01b858e4308f093","observation_id":"1e13c761-87c6-490a-a7d3-fe911612ab16","resolution":{"observed_at":"2026-08-09T10:31:47.161251Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.20292","last_updated":"2024-07-27T14:20:48Z","snapshot_observed_at":"2026-08-16T13:30:34.224080Z","submitted_at":"2024-07-27T14:20:48Z","title":"From pixels to planning: scale-free active inference","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.20292","snapshot_observed_at":"2026-08-09T10:31:46.701685Z","title":"From pixels to planning: scale-free active inference, 2024, [arXiv:cs.LG/2407.20292]","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.701685Z"},"links":{"cited_paper":"/paper/2407.20292","citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:7736e825bad8d5326b10b69e0732c9fe9fca40965df3e01695eb704c031ceca5","observation_id":"31d2fbe7-68b5-4b63-99a9-759293be27ca","resolution":{"observed_at":"2026-08-09T10:31:46.701685Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3390/e26080622","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Making the Thermodynamic Cost of Active Inference Explicit","venue":"Entropy","work_id":"2f178f95-7048-49ed-bd9e-1b7280d45b50","year":2024},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.705575Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:47cc4332a60298aaf1a5f5dfcb977abf3f20603dc276ec96d3da9ee38e1f6584","observation_id":"5e3cfe4f-0463-46d0-b7f4-62c45004157f","resolution":{"observed_at":"2026-08-09T10:31:46.764950Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s11229-022-03480-w","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Active Inference Models Do Not Contradict Folk Psychology.Synthese 2022, 200, 1–37","venue":"Synthese","work_id":"bd553335-8f0e-4e94-97ea-42a7ffc7bcea","year":2022},"citing_paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-09T10:31:46.709346Z"},"links":{"citing_paper":"/paper/2502.02962"},"observation_digest":"sha256:7c9827d17e8db262192707440ee0c30e37918ff05051cf428a4f1c48d6fdb685","observation_id":"825d3b67-13e7-4241-960d-674d3ab13002","resolution":{"observed_at":"2026-08-09T10:31:46.748737Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.02962","last_updated":"2025-02-13T04:11:04Z","latest_version":3,"primary_category":"q-bio.NC","snapshot_observed_at":"2026-08-09T10:22:05.912497Z","submitted_at":"2025-02-05T07:57:51Z","title":"Intrinsic motivation as constrained entropy maximization"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":12,"verified_exact":5,"verified_fuzzy":25},"total_outbound_references":44},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2502.02962."}