{"as_of":"2026-08-09T15:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ab992bd392d74d7b24ca7cf8bcd5d9e9503567af8e86d8510dcfa6cd605dcdaa","coverage":[{"denominator":16,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":16,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T14:51:05.536461Z","state":"measured"},{"denominator":16,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":16,"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/2607.14103/citation-record","integrity":"/paper/2607.14103/integrity","json":"/paper/2607.14103/citation-record.json","paper":"/paper/2607.14103"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T14:51:05.456812Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.456812Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:ec0261890bac5fa8f6a815c739aecb00f1cfaeb24905f2598284fdc04652ec16","observation_id":"85dcb16d-c043-480b-bd7e-acdb229e7572","resolution":{"observed_at":"2026-08-02T14:51:05.456812Z","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":"2026-08-02T14:51:05.463436Z","title":"Bansal, P","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.463436Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:669d12035b0de87647fb347b9215e4292f82b609619d26660687d0b182c2fd1f","observation_id":"b0744aa2-383e-46a7-960a-27845c57cc4b","resolution":{"observed_at":"2026-08-02T14:51:05.463436Z","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":"2026-08-02T14:51:05.469222Z","title":"Lenc and A","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.469222Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:19acb5d0dbd476265ee14bc35066d690f090c00e72bd1bb9dc77782e6c69f4bd","observation_id":"18f78fa9-7500-4585-b73a-588900389c78","resolution":{"observed_at":"2026-08-02T14:51:05.469222Z","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":"2026-08-02T14:51:05.475577Z","title":"Bricken, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.475577Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:9331eee37ef816d207d484e5cb9972e55bb7d18982e99c47dd1b5589fec34374","observation_id":"2c624ba1-86c0-4f8d-9276-41f91aafa963","resolution":{"observed_at":"2026-08-02T14:51:05.475577Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.08600","last_updated":"2023-10-04T13:17:38Z","snapshot_observed_at":"2026-07-06T16:19:05.495349Z","submitted_at":"2023-09-15T17:56:55Z","title":"Sparse Autoencoders Find Highly Interpretable Features in Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.08600","snapshot_observed_at":"2026-08-02T14:51:05.480862Z","title":"Cunningham, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.480862Z"},"links":{"cited_paper":"/paper/2309.08600","citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:c94c8da1b115cee68e50214923152e86666f408933ee71b8d74c13ece2d7c024","observation_id":"0abc2729-57bc-493d-844f-761fc50aaf92","resolution":{"observed_at":"2026-08-02T14:51:05.480862Z","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":"2026-08-02T14:51:05.486493Z","title":"Conneau, S","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.486493Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:214386b9b0e0fd7479202dce2cd0c095998fccb7878935e408db819bf472d322","observation_id":"4bacef57-3a5e-4e6b-8422-50972d4ba620","resolution":{"observed_at":"2026-08-02T14:51:05.486493Z","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":"2026-08-02T14:51:05.492303Z","title":"Schäfer, T","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.492303Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:b6429339d641dffe03175424ad5783517ec83bd795a1c7a803ab17c544d8f193","observation_id":"451c4adb-3e3e-4797-b565-8208be6c34b0","resolution":{"observed_at":"2026-08-02T14:51:05.492303Z","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":"2026-08-02T14:51:05.497560Z","title":"Cherti, R","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.497560Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:a9670de12af756520bdd5c6e96e739bf406bbba8e8ccd45fc26ee89df521ad07","observation_id":"1f631e89-57ea-4774-933e-2a1841bbec23","resolution":{"observed_at":"2026-08-02T14:51:05.497560Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.17887","last_updated":"2025-03-03T17:02:05Z","snapshot_observed_at":"2026-08-03T06:33:46.668360Z","submitted_at":"2024-03-26T17:20:04Z","title":"The Unreasonable Ineffectiveness of the Deeper Layers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.17887","snapshot_observed_at":"2026-08-02T14:51:05.502290Z","title":"Gromov, K","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.502290Z"},"links":{"cited_paper":"/paper/2403.17887","citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:456bdd8918401ceb81822b32529b48a092ead2887ef6c8ee27d3b6b1d6d7df12","observation_id":"7a05f125-ea59-4a1e-9499-0f213ae44cec","resolution":{"observed_at":"2026-08-02T14:51:05.502290Z","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":"2026-08-02T14:51:05.507159Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.507159Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:a0aef9916cfc46f3f6f9533e5a85c511ab41c2c75833f0d9326aab7c1117e17e","observation_id":"3b6e4834-02fc-4cdc-a5a1-83dae9facf1b","resolution":{"observed_at":"2026-08-02T14:51:05.507159Z","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":"2026-08-02T14:51:05.512608Z","title":"Conneau, G","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.512608Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:d4258c0c18923c729209e6f22b8b900a3b985f18837cd087c7fc9c3c8bb07b18","observation_id":"dc29638c-1583-4106-9916-2a78e3e3bcb3","resolution":{"observed_at":"2026-08-02T14:51:05.512608Z","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":"2026-08-02T14:51:05.517447Z","title":"Elhage, T","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.517447Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:a9c01fa7c582c12a5c99ca8daa0949b07df62001166a5c66e4368c1f63de6251","observation_id":"44a0f5dc-49c6-46eb-9921-01da80bcd09b","resolution":{"observed_at":"2026-08-02T14:51:05.517447Z","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":"2026-08-02T14:51:05.522459Z","title":"Templeton, T","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.522459Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:26159bd15dbe45af09c5651660ed1dabe772e8481fda317a5f9f982167d1f48a","observation_id":"165f6209-f885-4004-84fb-6dc0d0fa92b1","resolution":{"observed_at":"2026-08-02T14:51:05.522459Z","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":"2026-08-02T14:51:05.527261Z","title":"Pires, E","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.527261Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:5ec58b1d406a83390f8abcc31acc3784bcb807a0d11072f2bfb8858f734c101a","observation_id":"fa56d3bf-04e5-4469-920b-eb20fd74ee2c","resolution":{"observed_at":"2026-08-02T14:51:05.527261Z","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":"2026-08-02T14:51:05.531947Z","title":"Kottur, J","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.531947Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:50c754c88f1da23e1cad1eff9bf2c839b8b24fc662d26e119eb37cbebde5d1c2","observation_id":"a7cd5bcc-4f6f-47c5-8098-2e56ef2266ad","resolution":{"observed_at":"2026-08-02T14:51:05.531947Z","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":"2026-08-02T14:51:05.536461Z","title":"Lester, R","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-02T14:51:05.536461Z"},"links":{"citing_paper":"/paper/2607.14103"},"observation_digest":"sha256:e728bf135b8e7384cffa904ef52e2e6eeab578a318463379c46b525114c5eab3","observation_id":"e3b9d7f9-b2a7-4f8e-9a23-e6a64709b928","resolution":{"observed_at":"2026-08-02T14:51:05.536461Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.14103","last_updated":"2026-05-06T13:12:00Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T23:12:12.290593Z","submitted_at":"2026-05-06T13:12:00Z","title":"Latent Communication Between Language Model Agents: Channels, Alignment, and the Limits of Text"},"reference_resolution":{"displayed":16,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":16,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":16},"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 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.14103."}