{"as_of":"2026-08-09T15:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8d08e81f19fc2b569dfcd856775ee03edb4c8345e23b409a827df42b31d4ecf1","coverage":[{"denominator":45,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":45,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-12T16:14:01.560420Z","state":"measured"},{"denominator":45,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":45,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2605.24042/citation-record","integrity":"/paper/2605.24042/integrity","json":"/paper/2605.24042/citation-record.json","paper":"/paper/2605.24042"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:acd135d48f3cef1c70b3033af7ee326e913c818db49ae0bc41faacc07268c4cd","observation_id":"1322dbed-c038-4db6-b7eb-c0941093dcaa","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"The rise of self-driving labs in chemical and materials sciences.Nature Synthesis, 2:483 – 492, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:d77d717f47b5c119a268f52d6f827145a7c080e9026c7f416ca06b4f1688c9af","observation_id":"03fb97a1-2c56-4372-8486-db9c9979a1a3","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Autodiscovery: Open-ended scientific discovery via bayesian surprise","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:d4bea67f0529afc6b4d34dba9bfca8374782b73e83eb186116d2ff40b5747a15","observation_id":"630c0aa2-5165-40b8-ae6e-5067dc66b7f9","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.07361","last_updated":"2023-12-08T06:30:12Z","snapshot_observed_at":"2026-08-06T14:59:24.918552Z","submitted_at":"2023-11-13T14:26:12Z","title":"The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.07361","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"The impact of large lan- guage models on scientific discovery: a preliminary study using gpt-4.arXiv preprint arXiv:2311.07361, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/2311.07361","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:afc5785af37317d0abd3ffee5b45b15502446e40ec5955cf872c53e3cba61692","observation_id":"675e047c-4cb5-44b8-9f96-13790c665ad9","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Deep batch active learning for drug discovery","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:5ff74300bf42200029e061faadab04a7a42d5f7c6b0fd124ecfc4a7d22f42f31","observation_id":"8d299682-a2aa-423b-8290-a8fb70dad444","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:ecc6c57c805704ba91781aea209c09117544320d33c057957d0624e806240eab","observation_id":"b2092cac-5472-4158-9b0c-5e64eaa1249e","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Discrimination among mechanistic models.Technomet- rics, 9(1):57–71, 1967","venue":null,"work_id":null,"year":1967},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:c7d2a20862ccb4cf545ac059222a33b9e25fe6eb8839e6026b58ba8c981852eb","observation_id":"71dac0cb-b17d-4aa0-a949-c9ed9dcbcf71","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.01903","last_updated":"2025-08-05T16:19:40Z","snapshot_observed_at":"2026-08-08T04:30:09.801268Z","submitted_at":"2025-07-02T17:19:20Z","title":"AI4Research: A Survey of Artificial Intelligence for Scientific Research","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.01903","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"Ai4research: A survey of artificial intelligence for scientific research.arXiv preprint arXiv:2507.01903, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/2507.01903","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:ce37ac01947d8212e55fdce22cf12070d02e414bb7a1b2eb7f9e90eea8b0ab37","observation_id":"96d11e0f-0564-4018-b0f6-ecf4484e3914","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2510.15614","last_updated":"2026-05-29T08:57:54Z","snapshot_observed_at":"2026-08-06T16:25:44.327484Z","submitted_at":"2025-10-17T13:00:32Z","title":"HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.15614","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"Hypospace: Evaluating llm creativity as set-valued hypothesis generators under underdetermination.arXiv preprint arXiv:2510.15614, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/2510.15614","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:98dd66b746ba5e1f175f0dc69a851f74a10e4b3fd6ede63b5851247fe7b102ff","observation_id":"6fb7e847-e7bc-48c9-b83f-3864b8c4b885","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"A large-scale benchmark for network inference from single-cell perturbation data.Communica- tions Biology, 8(1):412, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:9c7f257b045000d68c571e5e3f10c8b63bef1a48656c12003703a5a9f8c8ce32","observation_id":"04feb6c6-71ad-477b-93e5-8f65a4c8e325","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.01582","last_updated":"2023-05-05T17:44:07Z","snapshot_observed_at":"2026-07-06T15:22:25.008777Z","submitted_at":"2023-05-02T16:31:35Z","title":"Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.01582","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"Interpretable machine learning for science with pysr and symbolicregression","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/2305.01582","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:1e3bb278021426995606af52dd501f99c901ac44ea33c44aa5554cc3bc3d3721","observation_id":"0c3ab2fa-1dbc-4de2-95c5-b4eb24586db9","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"ODEFormer: Symbolic regression of dynamical systems with transformers","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:b037333cff9dbee4ddcb2dbf2fa916c426caed4aa4b4fc8068fb31b79b011529","observation_id":"fbed5917-3370-42c7-9063-9008c3c82375","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Autoscilab: A self-driving laboratory for interpretable scientific discovery","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:d9ac28ac17075a38c069feda2481d4211c747ecc35bc552c0422b06e3f704a7f","observation_id":"c309cf67-ee92-443f-b12b-8350fe87b00e","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Matllmsearch: Crystal struc- ture discovery with evolution-guided large language models.arXiv preprint arXiv:2502.20933, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:23eb81d0081b0b65b6202e6d6f2d62604e0a524c8e56d4f5fcbb49dc50975458","observation_id":"dfabfdcc-652c-40d9-95ba-b488fd2adaf0","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Symbolic regression with a learned concept library.Advances in Neural Information Processing Systems, 37:44678–44709, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:139e4d35c509a1ba264ba95ee92826f947c6aba831cfc7fdf06a4972f2ef4fd9","observation_id":"4741bd34-1dd3-4f2f-a3d9-87b5831dca0f","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Olympus: a benchmarking framework for noisy optimization and experiment planning.Machine Learning: Science and Technology, 2(3):035021, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:01a7cf845a7fa79ec881ea7e830a54878129faf137aaeb8c351a46cf5223e3b0","observation_id":"f457a6ca-1cac-44e4-a935-3e5129ce8e14","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Characterization and greedy learning of interventional markov equivalence classes of directed acyclic graphs.The Journal of Machine Learning Research, 13(1):2409–2464, 2012","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:be1cf01122b9468349af806d5b9e7ef40c1d4f2783ebf63b62e12af07a830c95","observation_id":"c454db4f-9cee-47d5-9692-9d469dfeddff","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Sequential optimal experimental design of perturbation screens guided by multi-modal priors.bioRxiv, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:ad927507fbf314a1ea24ff656fd1b46616ef55c1ed28c3441a52bad7401b247c","observation_id":"5af2c767-e217-42ea-9360-306d6fafe9dc","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Inferring regulatory networks from expression data using tree-based methods.PLoS ONE, 5, 2010","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:36038afa8ae8a9c711c3e8c6dab17f38001c1d3beb6b58b10585b4e7f310fc0d","observation_id":"8269d0b0-3129-4a5b-9c49-db8363b5dd83","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.16282","last_updated":"2026-01-22T19:27:49Z","snapshot_observed_at":"2026-07-06T22:42:48.338004Z","submitted_at":"2026-01-22T19:27:49Z","title":"Generating Literature-Driven Scientific Theories at Scale","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.16282","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"Generating literature-driven scientific theories at scale.arXiv preprint arXiv:2601.16282, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/2601.16282","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:db6acf8073b833b7c5678746c43b6b218322c71d269f0f6b5e6ea6d1a8bfa7ef","observation_id":"1e43a08b-9d56-4798-bb55-1e1efed70b00","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Active symbolic discovery of ordinary differential equations via phase portrait sketching","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:71f28c8579c3724b8ecf3037f4499ba50a9f6ce89ea8f38dde19ba08423d2a85","observation_id":"311b6c83-6a49-44ff-bea3-821e206556af","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:013bbc62602ad02f2ddb46ce7ba8b698e5df5816075bbb6a3dbd440dc5965b24","observation_id":"92455533-8825-41c8-820d-5bb9faf68e63","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"On-the- fly closed-loop materials discovery via bayesian active learning.Nature communications, 11(1):5966, 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:f06376d3aaefee38cfc3c02225822107b435f5bf80f6b8a31a3d5707d287e537","observation_id":"dca32266-30bc-4401-896b-7b961336bf87","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Kyro, Anton Morgunov, Rafael I","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:fef23b2702ae1f0f2f0ca41833aed14b9a953d4315002b3608d809b2df177a4a","observation_id":"ae7fec57-b416-49b5-82ab-17b7982482f3","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Integrated systems for computational scientific discovery.Proceedings of the AAAI Conference on Artificial Intelligence, 38(20):22598–22606, Mar","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:d672706b2d1787f67fd26ac9380c02adfb58511604207c3432f8a2f5ce6ca146","observation_id":"0dc72f68-88f6-4b31-8dfc-723c8314501a","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:232af595322e7eee10011f6deaee3e308053668049402fb2c394ab71ec62e4bd","observation_id":"af508e97-c793-40d8-8112-2b09c72d3602","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:9b6c1636a8dbfd6eb5e08b21326e90dab9042ac68e59854bd9e42ada73fdbae2","observation_id":"14034c23-f6e9-4af6-af05-f8c8643b83c0","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.13610","last_updated":"2024-02-21T08:26:43Z","snapshot_observed_at":"2026-07-06T17:33:17.224327Z","submitted_at":"2024-02-21T08:26:43Z","title":"Data-driven Discovery with Large Generative Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.13610","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"Data-driven discovery with large generative models.arXiv preprint arXiv:2402.13610, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/2402.13610","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:f3316c926fe4b278031c09d3fc0d7efedac245ac34deb6d06d7bdfb1ed402d9e","observation_id":"99c8b8f6-56c9-4214-8e83-877b49e1a38a","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, and Hans J","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:54bdfcc45bdfd3348f11a23111a3c22c243038da04074e32a9bf3cc16200598e","observation_id":"f0dcb685-e30d-420c-999e-8e16590cdd38","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1608.05046","last_updated":"2016-08-17T18:59:23Z","snapshot_observed_at":"2026-07-06T05:07:21.003931Z","submitted_at":"2016-08-17T18:59:23Z","title":"Practical optimal experiment design with probabilistic programs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1608.05046","snapshot_observed_at":"2026-07-12T16:14:01.560420Z","title":"Practical optimal experiment design with probabilistic programs.arXiv preprint arXiv:1608.05046, 2016","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"cited_paper":"/paper/1608.05046","citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:749e409510ca08084b56657bdb9ee38bae341302bbf89a328a5d89187ff3fb10","observation_id":"1777f9a5-e31f-4893-a40f-be2a1357b7f0","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Mundhenk, Claudio Prata Santiago, Soo Kyung Kim, and Joanne Taery Kim","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:0aa812dace72faacbbf6c3bf30cdcf9099e68b94b9068175b9349653eed937f1","observation_id":"a3d3d00d-bb78-44d3-b09c-ef39dbdf5f51","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Jalihal, Jeffrey N","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:7058156394ab155cc378ad326dda4e14ce0254316cca7dab6109685b42c0de8c","observation_id":"b002988f-3439-47b1-9143-203acec787b5","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Active learning for efficient discovery of optimal gene combinations in the combinatorial perturbation space","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:daa58b434fef4353fc5c39adc3b42e19411410cba80f775908a7d800336d931b","observation_id":"2a210420-f99c-4cd1-a149-8d55ef3cc057","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Towards scientific discovery with generative ai: Progress, opportunities, and challenges","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:fc22f1a9cbd3770403601bf3c0ed7caec38ca26f6ae74094a4e4d8496b64dc67","observation_id":"f8b8f1da-d500-44e8-bc86-69662488d9f2","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Mathematical discoveries from program search with large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:b24b5887bde620d1a822f498b90c84447ea0b8a915bcbd9b9b2693cb1b3a4178","observation_id":"04150d5f-f50f-4a53-8d0b-57206a5560a7","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Genenetweaver: in silico bench- mark generation and performance profiling of network inference methods.Bioinformatics, 27(16):2263–2270, 08 2011","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:5f90a49579796cdddd056d8b29c5352c4ac9f0766046bfef22614ad24023be4f","observation_id":"fafe94be-cbe0-4364-bf9e-6a550f3d33bb","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:7fe703fe6cc94f13287a60261f07415781980e4d001d7d3c220c8c28c1afefbc","observation_id":"f13bdeae-a759-4b5a-b8e5-581726726b58","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:a8a9f98a75bce835f62188bc5ffef5e5278c8e5fea90a987f16dc730629f57e6","observation_id":"191aba48-63c6-43ae-a756-f981e150630c","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Pdebench: An extensive benchmark for scientific machine learning.Advances in neural information processing systems, 35:1596–1611, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:0d6a2f27d25e32db9c33ccea14598ae35a534109184b5b46cb31addd2d08cdfe","observation_id":"ffa99c1b-01c5-4eb6-ac56-9726bf994183","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Ai feynman: A physics-inspired method for symbolic regression.Science advances, 6(16):eaay2631, 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:87e3908f9fa3044742a68750f65a45122f3df2bada706c9876b288d1745eeeb7","observation_id":"96c93829-fe3b-4772-bcfb-322261fa02d2","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Scientific discovery in the age of artificial intelligence.Nature, 620(7972):47–60, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:0f1c739cb2087c861a3a7a3b7d1dc9f241bfd89fbfe72f10edcf82efc3f5c23b","observation_id":"165e7e45-a37b-49d7-a6a7-943c46b54f26","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Efficient evolutionary search over chemical space with large language models","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:06da262f9eed26519bfc4c1976021530483427ba933fb039fd4f9b9b66afa024","observation_id":"094fc93f-f39c-42ee-9f44-880b5e794cd9","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Newtonbench: Benchmarking generalizable scientific law discovery in LLM agents","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:1ad43a2cd687d3770e3b82e67a0f693c372c10aca7c552cae595f3967b5a1930","observation_id":"8fe4b918-49a6-4dc2-b3d5-adf3259caf11","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"Dags with no tears: Continuous optimization for structure learning.Advances in neural information processing systems, 31, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:516b52d3aec42e31d3f2d80d2f3e505827d3bba094eecd117181aec113e22785","observation_id":"77986e7a-1240-43d8-95e3-0bdc5f4b838b","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","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":"2026-07-12T16:14:01.560420Z","title":"bounds\": {","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle","version":3},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-12T16:14:01.560420Z"},"links":{"citing_paper":"/paper/2605.24042"},"observation_digest":"sha256:fb23d3bc2c6170b9e4c1cc8de1b6761e86b2472cf7283542230c71925b2bce1a","observation_id":"007a56a2-0130-42f4-b4d5-0a42318e36f6","resolution":{"observed_at":"2026-07-12T16:14:01.560420Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2605.24042","last_updated":"2026-07-06T17:37:14Z","latest_version":3,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T04:30:31.630171Z","submitted_at":"2026-05-21T20:12:09Z","title":"Hidden-State Privacy Has an Empty Middle"},"reference_resolution":{"displayed":45,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":44,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":45},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2605.24042."}