{"as_of":"2026-08-19T22:42:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:58a07f7d4eb49f851147571efc14184f5044b957dc9cf23294f091923a7ca417","coverage":[{"denominator":115,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T10:46:55.216024Z","state":"measured"},{"denominator":100,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":100,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+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/2607.14123/citation-record","integrity":"/paper/2607.14123/integrity","json":"/paper/2607.14123/citation-record.json","paper":"/paper/2607.14123"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T10:46:47.645233Z","title":"Transactions on Machine Learning Research , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:47.645233Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:9128bd8064b5304c4a4bff127ddd09c2e64c2b08d9f62374db9b8e1470f4fa75","observation_id":"12ae6bfb-96d1-490e-ac00-889264d65344","resolution":{"observed_at":"2026-08-02T10:46:47.645233Z","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":"2026-08-02T10:46:47.746096Z","title":"Adaptive Testing and Debugging of NLP Models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:47.746096Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c4c666e489ab8dcf5405d47bdc3f61b28e275fcd3887856fcb2f01aa92088289","observation_id":"932a5521-65e6-498e-8d3a-887d0f4e308d","resolution":{"observed_at":"2026-08-02T10:46:47.746096Z","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":"2026-08-02T10:46:47.822039Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:47.822039Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:6e25fca069f8092e95d02e9385acac54ae346b521ba0abb6189f307d8b6875d5","observation_id":"4d2baeaa-40e2-473d-9072-1b5a6ad7201a","resolution":{"observed_at":"2026-08-02T10:46:47.822039Z","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":"2026-08-02T10:46:47.936686Z","title":"PLOS Digital Health , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:47.936686Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:e66109cead884bbaa64103cc4e21420b8034e9860e892359d8fff39663ea484b","observation_id":"9beb0cff-a9b8-4d15-96c6-da610f8802f0","resolution":{"observed_at":"2026-08-02T10:46:47.936686Z","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":"2026-08-02T10:46:47.991211Z","title":"Advances in Neural Information Processing Systems , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:47.991211Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:cf51292bda76c6a5a9301dacfc4614b0dd6037b2fb28641b9751e71b39806705","observation_id":"9cf87f71-b3d0-419e-93ae-4df98a1590aa","resolution":{"observed_at":"2026-08-02T10:46:47.991211Z","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":"2026-08-02T10:46:48.067398Z","title":"International Conference on Machine Learning , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.067398Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:2a694cbad1b7d24c1f961408005e222b3cb8fe579bc83023087278dc842cc810","observation_id":"c6f1d600-97e5-433a-8fd4-8e928d84eac3","resolution":{"observed_at":"2026-08-02T10:46:48.067398Z","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":"2026-08-02T10:46:48.228363Z","title":"Proceedings of the AAAI conference on artificial intelligence , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.228363Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:610ee443d4b9ded1f381e1b85730fafa20718dc498a2861b0c090bd1c8a9cb3d","observation_id":"61f3e8d1-a478-49d0-8d0a-b367048300a4","resolution":{"observed_at":"2026-08-02T10:46:48.228363Z","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":"2026-08-02T10:46:48.384462Z","title":"International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.384462Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:102563c80126e1479e6bd02b75652a60d665f5faa838d08e50e75adbe4f16c21","observation_id":"a11a7f68-14c2-4894-ac07-b644f1996a39","resolution":{"observed_at":"2026-08-02T10:46:48.384462Z","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":"2026-08-02T10:46:48.479814Z","title":"International Conference on Computer Vision , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.479814Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:1ff6d872d7cc0f3e24f2f5a6cb783949cce8285c8397d2a150db378c74d9230c","observation_id":"f12e2dec-8066-4e58-a928-d771634a9522","resolution":{"observed_at":"2026-08-02T10:46:48.479814Z","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":"2026-08-02T10:46:48.552359Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.552359Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:693fe2b232bc042df26fec10873b48f534957e41a714d538456e3db0c5304af2","observation_id":"164c9c7c-52dc-43f9-9391-f018a1687df7","resolution":{"observed_at":"2026-08-02T10:46:48.552359Z","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":"2026-08-02T10:46:48.713808Z","title":"International Conference on Computer Vision , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.713808Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:dcc3929578f074618e037618df2153fac922c754ec9513376d21213eb215a724","observation_id":"93e8a15d-9f40-47df-91a0-8d8861cc57e5","resolution":{"observed_at":"2026-08-02T10:46:48.713808Z","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":"2026-08-02T10:46:48.818207Z","title":"International Conference on Artificial Intelligence and Statistics , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.818207Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:a62d6ab0009db3511fa8f60b0411e2c7070ca29eca55ba6b5278bd0c3039ed35","observation_id":"37ad83a7-e081-40c4-8811-04ea0effb2ab","resolution":{"observed_at":"2026-08-02T10:46:48.818207Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.10596","last_updated":"2022-11-15T20:57:53Z","snapshot_observed_at":"2026-08-18T20:06:29.742645Z","submitted_at":"2020-10-20T20:08:42Z","title":"Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.10596","snapshot_observed_at":"2026-08-02T10:46:48.857517Z","title":"Hines and John P","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:48.857517Z"},"links":{"cited_paper":"/paper/2010.10596","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:44b4c7f051ee1ea02cc19b3079b9e1648540a71fb159bd6d1fc8ae35f3eabc62","observation_id":"8c5cdd0c-b3f7-4809-9595-0032f1259061","resolution":{"observed_at":"2026-08-02T10:46:48.857517Z","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":"2026-08-02T10:46:49.010172Z","title":"German Conference on Pattern Recognition , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:49.010172Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:0f068b6374087d959bd5a3d7618cc160db4ad41a2960476c67523cc9095d3178","observation_id":"c483a288-2f14-4ba1-a567-5349ae7e5268","resolution":{"observed_at":"2026-08-02T10:46:49.010172Z","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":"2026-08-02T10:46:49.163067Z","title":"Advances in Neural Information Processing Systems , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:49.163067Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:367dcb65d6314cd99ba8e6ca56a9ca0a9d0ce21829cbbcbb68b6ad11699b67ed","observation_id":"39db80e3-3739-426b-9242-b645e7e2ad46","resolution":{"observed_at":"2026-08-02T10:46:49.163067Z","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":"2026-08-02T10:46:49.305405Z","title":"Medical Image Computing and Computer Assisted Intervention , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:49.305405Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:ee4449f495dd031cadd4dd595e9789f3f31aad3c606761b8574ce823f5459cab","observation_id":"b344fa07-9098-4c5c-9fba-f88d7053ba35","resolution":{"observed_at":"2026-08-02T10:46:49.305405Z","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":"2026-08-02T10:46:49.407892Z","title":"2020 , booktitle =","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:49.407892Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:5cbeb0bd57a82a642e81fadf1d52ad7acc4f1a19c1dc600286182014627ca68e","observation_id":"7a4c0cc5-7588-4e64-8ff0-e1830daafc73","resolution":{"observed_at":"2026-08-02T10:46:49.407892Z","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":"2026-08-02T10:46:49.582233Z","title":"Advances in Neural Information Processing Systems , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:49.582233Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:55d79d2acf52ec092275b1ae5d66bcdaa08c9cd8185a5a71c96d4187a7375b0a","observation_id":"6b09478a-7466-48d3-b8ab-bd25c497eb5f","resolution":{"observed_at":"2026-08-02T10:46:49.582233Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2202.01602","last_updated":"2025-04-17T12:28:50Z","snapshot_observed_at":"2026-08-16T17:23:51.955472Z","submitted_at":"2022-02-03T14:19:23Z","title":"The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2202.01602","snapshot_observed_at":"2026-08-02T10:46:49.807158Z","title":"arXiv preprint arXiv:2202.01602 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:49.807158Z"},"links":{"cited_paper":"/paper/2202.01602","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:a9a75b8a5208962d7af4767b1962c3001c919eaca8d9826ec41ed431e2afd37d","observation_id":"ff5509f6-a014-4b20-b323-e61a24814cb6","resolution":{"observed_at":"2026-08-02T10:46:49.807158Z","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":"2026-08-02T10:46:50.001915Z","title":"2025 , month =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:50.001915Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:4121737ee62c8ca137eb15832e4dd7ecfa177742b09462427caf7492704f4b27","observation_id":"a1216313-7b24-4143-90e9-1b45433ef0fd","resolution":{"observed_at":"2026-08-02T10:46:50.001915Z","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":"2026-08-02T10:46:50.147334Z","title":"Transformer Circuits Thread , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:50.147334Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:745ef1aa62b5c89087f56aea396c31cb2fa58cd0db935ec79d7e7caa7177f6df","observation_id":"a3b4d1ee-d27d-490b-bf12-0c91eb3ce06a","resolution":{"observed_at":"2026-08-02T10:46:50.147334Z","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":"2026-08-02T10:46:50.317127Z","title":"Manning and Christopher Potts , journal=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:50.317127Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:4fff9a57624b163bb618574ec0107d470421981d4d3a32cd09312357a9b3a725","observation_id":"6c5931a9-e914-4387-8d54-fd1efe3e96b8","resolution":{"observed_at":"2026-08-02T10:46:50.317127Z","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":"2026-08-02T10:46:50.491611Z","title":"Transformer Circuits Thread , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:50.491611Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:4b140d9a99190da13f650d35e65ecf6de09a28adae691e21a7eab3048f6d4621","observation_id":"bec7e57a-0b4d-4fa3-bb70-1963d3361a31","resolution":{"observed_at":"2026-08-02T10:46:50.491611Z","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":"2026-08-02T10:46:50.654139Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:50.654139Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:ac742325679930bf58a662cf2a890db8370c34abef385b77a204a7cf6acc5320","observation_id":"c9119031-0e91-45ca-a742-08501d561c56","resolution":{"observed_at":"2026-08-02T10:46:50.654139Z","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":"2026-08-02T10:46:50.867526Z","title":"ACM Conference on Fairness, Accountability, and Transparency , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:50.867526Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:2025dbfded7d541887444df933b318c6a3164be22d35ea6d4f5397192215a670","observation_id":"47c7ccb2-16f2-4452-bc5d-295ce0e98d35","resolution":{"observed_at":"2026-08-02T10:46:50.867526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.16496","last_updated":"2025-01-27T20:57:18Z","snapshot_observed_at":"2026-07-06T20:27:04.664873Z","submitted_at":"2025-01-27T20:57:18Z","title":"Open Problems in Mechanistic Interpretability","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.16496","snapshot_observed_at":"2026-08-02T10:46:51.069511Z","title":"arXiv preprint arXiv:2501.16496 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.069511Z"},"links":{"cited_paper":"/paper/2501.16496","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:943189d6ad7e63f7224a7ceec97b48337498e0e7e3d866ab45a4b883635823be","observation_id":"83e2ae79-c125-498c-9332-d3f102e15528","resolution":{"observed_at":"2026-08-02T10:46:51.069511Z","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":"2026-08-02T10:46:51.276255Z","title":"2023 , month =","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.276255Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:cc95a88006dab53f104245fc4b5fceb149275ab7cc5e0c98f62b559e06825ee0","observation_id":"279a3830-9237-49bb-a62f-ea91778a0539","resolution":{"observed_at":"2026-08-02T10:46:51.276255Z","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":"2026-08-02T10:46:51.330703Z","title":"2025 , month =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.330703Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c6e7868376f65b179aa3f3f347286ea55b357e62d23977b32d50ed73d2e15bed","observation_id":"909dda39-ca31-42fd-bbac-532c3428ce0c","resolution":{"observed_at":"2026-08-02T10:46:51.330703Z","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":"2026-08-02T10:46:51.516884Z","title":"Distill , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.516884Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c12026ed9a5fee2e9a609371c43ff6e384d2b320eb8b85d060a5317c379a811d","observation_id":"f5ffd260-1370-41cb-ab61-1f202611df24","resolution":{"observed_at":"2026-08-02T10:46:51.516884Z","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":"2026-08-02T10:46:51.683375Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.683375Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:916d2992bf613f036b98f5a790cf01ae6112efc89333b6b6a2a40fe733472e64","observation_id":"02f64273-7d37-4d24-973b-ae1ac049f132","resolution":{"observed_at":"2026-08-02T10:46:51.683375Z","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":"2026-08-02T10:46:51.807462Z","title":"International Conference on Machine Learning , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.807462Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:b2dfc1c8ea483210d02cd3eb196646e0f1c9c53d432e07368399740d6ed63ca1","observation_id":"4f55e749-facd-483a-a191-4193cf4ebb8f","resolution":{"observed_at":"2026-08-02T10:46:51.807462Z","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":"2026-08-02T10:46:51.949591Z","title":"Harvard Journal of Law & Technology , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:51.949591Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:927109ef6779a32eaf38f8519f58fea2f12330319feb89c4e50650f07d1a784b","observation_id":"7d20a1fe-3231-40a8-9218-716f19941690","resolution":{"observed_at":"2026-08-02T10:46:51.949591Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.04430","last_updated":"2025-02-10T19:55:17Z","snapshot_observed_at":"2026-08-16T13:02:13.623609Z","submitted_at":"2024-11-07T04:52:18Z","title":"Towards Unifying Interpretability and Control: Evaluation via Intervention","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.04430","snapshot_observed_at":"2026-08-02T10:46:52.066239Z","title":"arXiv preprint arXiv:2411.04430 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.066239Z"},"links":{"cited_paper":"/paper/2411.04430","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:43868ed1f3ae4e6b92de2fe1a488bf5fc44e5a7ccfedd68cfb7f21fdcb5ce845","observation_id":"548bb33b-35df-4e5c-9e69-c28e8def5b8e","resolution":{"observed_at":"2026-08-02T10:46:52.066239Z","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":"2026-08-02T10:46:52.152907Z","title":"Faithfulness Tests for Natural Language Explanations","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.152907Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:350ad5d3cf74fa7030c0838039431609b36a7607497c2dc47084672154296a10","observation_id":"3c9df90d-e189-40de-a1ab-7f8a2d1ffb4f","resolution":{"observed_at":"2026-08-02T10:46:52.152907Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.13702","last_updated":"2023-07-17T01:08:39Z","snapshot_observed_at":"2026-08-13T18:02:27.155379Z","submitted_at":"2023-07-17T01:08:39Z","title":"Measuring Faithfulness in Chain-of-Thought Reasoning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.13702","snapshot_observed_at":"2026-08-02T10:46:52.175817Z","title":"arXiv preprint arXiv:2307.13702 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.175817Z"},"links":{"cited_paper":"/paper/2307.13702","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:b7b9c8964e79232d2a6872435f18acb9cc97a42990a34eec229f6624409d6ec3","observation_id":"bec04f33-24c8-431d-bc42-8a94f17d3a39","resolution":{"observed_at":"2026-08-02T10:46:52.175817Z","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":"2026-08-02T10:46:52.283773Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.283773Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:fe4cea61ddc20221ee1e26137084f02643e3632576676c7d176c1e7ea8c21d82","observation_id":"1ae49067-1291-403c-be84-77749f59165b","resolution":{"observed_at":"2026-08-02T10:46:52.283773Z","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":"2026-08-02T10:46:52.385760Z","title":"2022 , journal=","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.385760Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:3090ec186eda738451f85850bdddfce1a23f0a6e390a731410888ea2ee9efe03","observation_id":"a84c1f78-c9e1-41c4-8271-69b3f7f82cf7","resolution":{"observed_at":"2026-08-02T10:46:52.385760Z","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":"2026-08-02T10:46:52.486599Z","title":"Which Explanation Should","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.486599Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:047a4f71d3eb972d9e1873a88483cbf182e94ba4273d9de474396ff32b8bb8b3","observation_id":"327b4930-7633-47c4-beaa-19321190be27","resolution":{"observed_at":"2026-08-02T10:46:52.486599Z","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":"2026-08-02T10:46:52.549185Z","title":"Proceedings of NAACL-HLT , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.549185Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:30264ba195cdd4c049b83412a940664b02cb67267465517f613d5fd4cfebb02d","observation_id":"5462c9dd-a33c-4363-aac0-3acb7b69e54e","resolution":{"observed_at":"2026-08-02T10:46:52.549185Z","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":"2026-08-02T10:46:52.610556Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.610556Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:0ae5708565b8a761815736d7e54151e18a30ea7ce124915b6d16bd296e29d433","observation_id":"955571fd-ddae-45f0-ab37-81c54e7bc2f1","resolution":{"observed_at":"2026-08-02T10:46:52.610556Z","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":"2026-08-02T10:46:52.672515Z","title":"IEEE Transactions on Neural Networks and Learning Systems , volume=","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.672515Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:bb47bdf0106d5d31eff34d39d1a0c8de5015c855acc3c82cccf2abea24dc86e0","observation_id":"2be23e26-39c5-4166-9ea1-6d94c27c7fbe","resolution":{"observed_at":"2026-08-02T10:46:52.672515Z","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":"2026-08-02T10:46:52.703369Z","title":"Advances in Neural Information Processing Systems , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.703369Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:b5faa4365e658d91ca736a8561ac39b6f7a4fddae67221c4bf8f5f989cd52b93","observation_id":"02bad3d4-3078-4f7d-aae3-6d26d7479707","resolution":{"observed_at":"2026-08-02T10:46:52.703369Z","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":"2026-08-02T10:46:52.787037Z","title":"The Thirteenth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.787037Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:474feae4edfb05c8d4f076bb105ba5e9ae6b69e95b116921a0dc7c7102c4bf71","observation_id":"83182e54-bf5d-464a-9b68-d356ddbfb640","resolution":{"observed_at":"2026-08-02T10:46:52.787037Z","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":"2026-08-02T10:46:52.860697Z","title":"Nature Machine Intelligence , volume=","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.860697Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:ed63739b53297122b312590954feff91a3171446c2cc083de10a65e83b190a15","observation_id":"3053f60d-ad7a-4f44-95d9-f2c3e7ab51c7","resolution":{"observed_at":"2026-08-02T10:46:52.860697Z","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":"2026-08-02T10:46:52.935954Z","title":"Opportunities and challenges in explainable artificial intelligence (","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:52.935954Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:36ece8cf3cccf678322369d0e29430a186f0bdfb75201df7b47e67ae947e8f25","observation_id":"7cc2294f-60d1-4d95-b5cc-9997f5dd6ec7","resolution":{"observed_at":"2026-08-02T10:46:52.935954Z","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":"2026-08-02T10:46:53.020334Z","title":"Explainable","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.020334Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:1afa727e8a4912e36d0af61b6a995c6da98549c67ee5d9fafb0e161f74e617dc","observation_id":"d52f968e-1a6b-4b78-9e7b-27e651375358","resolution":{"observed_at":"2026-08-02T10:46:53.020334Z","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":"2026-08-02T10:46:53.077826Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.077826Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:e300613a74111f9a5aa3a0e8db4a5777f3b2411bbb8a20afc461e2b443b602d4","observation_id":"42f0a985-4975-465e-9c70-759d5ac71996","resolution":{"observed_at":"2026-08-02T10:46:53.077826Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1702.08608","last_updated":"2017-03-02T19:32:10Z","snapshot_observed_at":"2026-08-17T15:51:42.391912Z","submitted_at":"2017-02-28T02:19:20Z","title":"Towards A Rigorous Science of Interpretable Machine Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1702.08608","snapshot_observed_at":"2026-08-02T10:46:53.156036Z","title":"arXiv preprint arXiv:1702.08608 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.156036Z"},"links":{"cited_paper":"/paper/1702.08608","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:711221bace3fb98f494b9fd0461c2084382ae001a3863222db41ed966baaeeb3","observation_id":"cc924def-8517-4c64-972a-071a7836a7af","resolution":{"observed_at":"2026-08-02T10:46:53.156036Z","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":"2026-08-02T10:46:53.238799Z","title":"Proceedings of the 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.238799Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:d870e58f35a8a7c5477c030cef22e43e5456484729cc21e37facb5780fb757bc","observation_id":"50f00297-c19a-4a5f-a40d-9f28118ee653","resolution":{"observed_at":"2026-08-02T10:46:53.238799Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1909.03012","last_updated":"2019-09-14T15:08:57Z","snapshot_observed_at":"2026-08-19T15:17:43.692156Z","submitted_at":"2019-09-06T16:53:01Z","title":"One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1909.03012","snapshot_observed_at":"2026-08-02T10:46:53.320288Z","title":"One explanation does not fit all: A toolkit and taxonomy of","venue":null,"work_id":null,"year":1909},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.320288Z"},"links":{"cited_paper":"/paper/1909.03012","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:8134a5866804c3d691962bd637b937ea3a46ca86cb54c282ce058ad3cd7f9ea2","observation_id":"e115489d-7fc0-479e-8b89-57a9567db1e7","resolution":{"observed_at":"2026-08-02T10:46:53.320288Z","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":"2026-08-02T10:46:53.380909Z","title":"Towards faithful model explanation in","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.380909Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:6d5531556666195a8960cdd567a718cea6b62c36f455eab09a567e77c2adb8bf","observation_id":"5e5d805f-7401-434d-85ea-bc21cf2f8e76","resolution":{"observed_at":"2026-08-02T10:46:53.380909Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.07927","last_updated":"2024-05-16T20:26:43Z","snapshot_observed_at":"2026-08-16T14:27:20.711587Z","submitted_at":"2024-01-15T19:39:15Z","title":"Are self-explanations from Large Language Models faithful?","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.07927","snapshot_observed_at":"2026-08-02T10:46:53.439953Z","title":"arXiv preprint arXiv:2401.07927 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.439953Z"},"links":{"cited_paper":"/paper/2401.07927","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:eb62207519f3e8664a6fdd8ebc4fb2802e3b4d3602f82c74400b1bd101ab5fa3","observation_id":"85e089ed-6f11-46b8-87cd-5d4417b2b037","resolution":{"observed_at":"2026-08-02T10:46:53.439953Z","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":"2026-08-02T10:46:53.515816Z","title":"Advances in Neural Information Processing Systems , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.515816Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c068dc3630f265e68a500d8c804d1e52f29b13090056f08f80bfae06ba0b861e","observation_id":"f4930bc2-8731-4f6d-81c7-ff190854d8e1","resolution":{"observed_at":"2026-08-02T10:46:53.515816Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.13874","last_updated":"2024-10-03T21:40:37Z","snapshot_observed_at":"2026-08-16T13:59:02.255166Z","submitted_at":"2024-04-22T04:49:22Z","title":"VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.13874","snapshot_observed_at":"2026-08-02T10:46:53.618983Z","title":"arXiv preprint arXiv:2404.13874 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.618983Z"},"links":{"cited_paper":"/paper/2404.13874","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:d5d22674b9995637c58e17d2f83c7cdee733f8bfcd80437f0291befbd310755d","observation_id":"6413bc08-d07f-425d-bd26-9656cd48a747","resolution":{"observed_at":"2026-08-02T10:46:53.618983Z","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":"2026-08-02T10:46:53.698382Z","title":"Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.698382Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c94461c2028f6220c0ac8026baf3a49b042674cfb48b2a693311fca9c6c6ff5c","observation_id":"21c424f4-c5c3-49e9-bd11-6d8ea613eb90","resolution":{"observed_at":"2026-08-02T10:46:53.698382Z","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":"2026-08-02T10:46:53.764346Z","title":"Conference on Computer Vision and Pattern Recognition (CVPR) , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.764346Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:e207fd0dff4e6ab50de833e20890ea44354392520818e176bcfefc521c06ec20","observation_id":"101ccf21-018c-4cfc-a570-5f0d61fcd268","resolution":{"observed_at":"2026-08-02T10:46:53.764346Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.20899","last_updated":"2025-03-18T14:13:40Z","snapshot_observed_at":"2026-08-16T13:29:49.980645Z","submitted_at":"2024-07-30T15:17:15Z","title":"Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.20899","snapshot_observed_at":"2026-08-02T10:46:53.866396Z","title":"arXiv preprint arXiv:2407.20899 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.866396Z"},"links":{"cited_paper":"/paper/2407.20899","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c9d3ebadaaefbc2ac531eb0efd2e6b4154953ea37cb0468057ee49fe8ef025d2","observation_id":"69687f41-4869-4545-b35e-05ed1da594ad","resolution":{"observed_at":"2026-08-02T10:46:53.866396Z","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":"2026-08-02T10:46:53.944800Z","title":"International Conference on Machine Learning , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:53.944800Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:b0e0783d92c6701810ec281174845ffa8cb7e967dab1ba20a156a2cccbf3c1bf","observation_id":"41fe804e-d683-4a15-b28c-542dc61d1ff7","resolution":{"observed_at":"2026-08-02T10:46:53.944800Z","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":"2026-08-02T10:46:54.076776Z","title":"Knowledge-Based Systems , volume=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.076776Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:982b49cf42342ac8e28fc3f2e667020ea6dfb0d524a3f9a634f70e6c4ab532c7","observation_id":"d9b072bb-8037-4a8f-b446-0f93e03bf887","resolution":{"observed_at":"2026-08-02T10:46:54.076776Z","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":"2026-08-02T10:46:54.288743Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.288743Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:16bd6840e628852c09adada39f965902879fdd76d033c2c07ca73e24bc8a84aa","observation_id":"e1afe038-00a5-413f-994e-35fde9f1a395","resolution":{"observed_at":"2026-08-02T10:46:54.288743Z","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":"2026-08-02T10:46:54.321072Z","title":"ArXiv , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.321072Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:d92d3fca8ddb17e2fef1f60ce965d93854a3f71a670ae2cdfd6802e306ee05b5","observation_id":"9efde503-b46d-474d-8bbb-fdeb29a15644","resolution":{"observed_at":"2026-08-02T10:46:54.321072Z","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":"2026-08-02T10:46:54.378976Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.378976Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:75eb3c37c699677814b38cbae434bb38553d161f0bea67a9de7fdaf54c561210","observation_id":"751ea51a-2b00-41a9-8d5f-6255f5a75a21","resolution":{"observed_at":"2026-08-02T10:46:54.378976Z","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":"2026-08-02T10:46:54.455286Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.455286Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:e031c970eeaed8772c52c582eb85f5f71ea8cf6e43a56bdf63ff2e6b2eeda259","observation_id":"cf764fbf-c058-4387-af1e-f5b55db187c5","resolution":{"observed_at":"2026-08-02T10:46:54.455286Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1911.03429","last_updated":"2020-04-24T17:25:40Z","snapshot_observed_at":"2026-08-14T19:29:50.045051Z","submitted_at":"2019-11-08T18:29:03Z","title":"ERASER: A Benchmark to Evaluate Rationalized NLP Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1911.03429","snapshot_observed_at":"2026-08-02T10:46:54.535565Z","title":"arXiv preprint arXiv:1911.03429 , year=","venue":null,"work_id":null,"year":1911},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.535565Z"},"links":{"cited_paper":"/paper/1911.03429","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:f8b58eac07991db5c05021d5a758aae3e1caa9749bce056269e2447ed51e6a08","observation_id":"34eec925-9647-464a-96cc-789f3fd502a9","resolution":{"observed_at":"2026-08-02T10:46:54.535565Z","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":"2026-08-02T10:46:54.615884Z","title":"Towards human-centered explainable","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.615884Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:3ce1b8be3bc8b1cd672a447ad305cde24e43c09b8426c5ec1b9da297b2883f30","observation_id":"0933ef87-4da7-4260-8935-d51869a98d01","resolution":{"observed_at":"2026-08-02T10:46:54.615884Z","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":"2026-08-02T10:46:54.668843Z","title":"Evaluation metrics in explainable artificial intelligence (","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.668843Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:ed39e03aa2a9d1a12e590eeec49420894d06de37ae7653a98e5da1ec92fd7d97","observation_id":"86c5e5a4-a306-4a72-837f-12ae8df61aff","resolution":{"observed_at":"2026-08-02T10:46:54.668843Z","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":"2026-08-02T10:46:54.753096Z","title":"From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.753096Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:5d3d2cc9a67549a8f626b38bc620c710ff863398cdc9f727c870330efdd9b525","observation_id":"f10d4dd0-24c4-49c7-a270-477bb68d72ee","resolution":{"observed_at":"2026-08-02T10:46:54.753096Z","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":"2026-08-02T10:46:54.840239Z","title":"International Conference on Machine Learning , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.840239Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:a840aba1a4bf35da23f934f11c455475c2b954bb54b5b7be0e0294dd017efa64","observation_id":"76fe46fb-cf2c-465c-b9f4-e4aad3145e59","resolution":{"observed_at":"2026-08-02T10:46:54.840239Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.01087","last_updated":"2025-03-03T01:22:03Z","snapshot_observed_at":"2026-08-16T12:53:47.117251Z","submitted_at":"2025-03-03T01:22:03Z","title":"Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.01087","snapshot_observed_at":"2026-08-02T10:46:54.898831Z","title":"arXiv preprint arXiv:2503.01087 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.898831Z"},"links":{"cited_paper":"/paper/2503.01087","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:930404de803de0192191165b33d5f66cdd19803a6d5b5ab8c4324eed0c1cd12f","observation_id":"d81d9531-0cc0-4d34-8cb7-d05c9fcc41e5","resolution":{"observed_at":"2026-08-02T10:46:54.898831Z","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":"2026-08-02T10:46:54.964890Z","title":"Explainable","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:54.964890Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:632e5ea7760047082b9bcedfc84a04edc4c7ddbb0267615a73f15ec548fd06b5","observation_id":"4eeb0b07-d28d-4ced-9645-4d2bc0b7835c","resolution":{"observed_at":"2026-08-02T10:46:54.964890Z","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":"2026-08-02T10:46:55.044506Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.044506Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:ec9bab8cc38466b2efe724fa66623235dde7b3613fba659f333451eb15edeae4","observation_id":"e5a73dbb-9320-4be7-a5cb-6cc9999a779e","resolution":{"observed_at":"2026-08-02T10:46:55.044506Z","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":"2026-08-02T10:46:55.101960Z","title":"What do you see?","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.101960Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:af2e4799a1440730fbc57c4d6679b71958f083072711dc1b44c3e909a6e8fddb","observation_id":"9cea71bc-82cc-419c-82f1-b8cccfd8f2d9","resolution":{"observed_at":"2026-08-02T10:46:55.101960Z","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":"2026-08-02T10:46:55.106117Z","title":"What does evaluation of explainable artificial intelligence actually tell us?","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.106117Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c00c45b5a035887580884861181fe5c78b67a124995f5f4363a43d00e1cc7424","observation_id":"081ddef9-5640-4299-8ed6-34901f12fb41","resolution":{"observed_at":"2026-08-02T10:46:55.106117Z","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":"2026-08-02T10:46:55.109830Z","title":"International Conference on Advanced Information Systems Engineering , pages=","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.109830Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:205836a63ac74cfcaf1555d118a0bf09a2bfb331d3adf4ff78083b360bdb6ed8","observation_id":"3ce65992-faf8-42c4-9fdf-7447012767d2","resolution":{"observed_at":"2026-08-02T10:46:55.109830Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2511.19636","last_updated":"2026-07-06T06:25:19Z","snapshot_observed_at":"2026-08-19T13:26:31.039130Z","submitted_at":"2025-11-24T19:12:26Z","title":"Exploring the Rashomon Set for Concept-Based Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.19636","snapshot_observed_at":"2026-08-02T10:46:55.114471Z","title":"arXiv preprint arXiv:2511.19636 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.114471Z"},"links":{"cited_paper":"/paper/2511.19636","citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:6f47aeabb6d93493ffa4e4b00456eed24d4d9ca54ed24c6f5eba6e900a00c8be","observation_id":"2fb46d6d-f41b-48dc-b7ee-2c1b6dd9329a","resolution":{"observed_at":"2026-08-02T10:46:55.114471Z","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":"2026-08-02T10:46:55.118389Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.118389Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:86e047ec0c88b5d6876c12bc325ae4a49f30103520bbbd8c7975146bf4768883","observation_id":"042d06cc-855a-4a66-aab0-4460ddafaa2e","resolution":{"observed_at":"2026-08-02T10:46:55.118389Z","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":"2026-08-02T10:46:55.122095Z","title":"Machines we trust: Getting along with artificial intelligence , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.122095Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:ade571b0447f0da5a639ad17c5ef5b4c982ff973d2a3dac1e226be1d61b7c0d9","observation_id":"585eeb86-adef-4ceb-a4ce-d79f35f93cf4","resolution":{"observed_at":"2026-08-02T10:46:55.122095Z","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":"2026-08-02T10:46:55.125860Z","title":"Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society , pages=","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.125860Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:17fbc477c3f60b145d0dd700cb8ce9422e899b6782ee7df8b1f398d275ff7869","observation_id":"16ed9e55-c8a9-4c68-a524-c7b2bf09f9fe","resolution":{"observed_at":"2026-08-02T10:46:55.125860Z","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":"2026-08-02T10:46:55.129367Z","title":"From explainable to interactive","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.129367Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:d75e20df3a61c4dc6a33e309666e29da27a9cac97e167b8c45e2f296b7077315","observation_id":"01af11fe-5350-4381-9cac-72bfe6baae91","resolution":{"observed_at":"2026-08-02T10:46:55.129367Z","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":"2026-08-02T10:46:55.132960Z","title":"Proceedings of the 8th international conference on Intelligent user interfaces , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.132960Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:f5df5dfd98b7167afc9eb7b1d781e1d54bb0dad75f0fbc202ead5e2d30f539ef","observation_id":"31c6b9d4-c146-4e59-8581-c0e161785407","resolution":{"observed_at":"2026-08-02T10:46:55.132960Z","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":"2026-08-02T10:46:55.136827Z","title":"Proceedings of the 20th international conference on intelligent user interfaces , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.136827Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:de32f30aad17eb571030ea57412ecc6d84522e4d6d3f5f2ddcb6e7c84b2c90a3","observation_id":"24b76322-c11d-49c0-803b-5fce991c7bd4","resolution":{"observed_at":"2026-08-02T10:46:55.136827Z","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":"2026-08-02T10:46:55.140272Z","title":"Proceedings of the national academy of sciences , volume=","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.140272Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c3057a491c31b034f0181f0e272bd65c399dd2199df35682933084afe9743e17","observation_id":"44020681-bcdb-41cf-84af-93b4b2f4ca81","resolution":{"observed_at":"2026-08-02T10:46:55.140272Z","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":"2026-08-02T10:46:55.144036Z","title":"Proceedings of the 21st ACM SIGKDD international conference on knowledge discovery and data mining , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.144036Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:a5958de94f4179692c89301c703750c3d97d7c01c91189589394b95b4ea72dbd","observation_id":"71281f6e-4a9f-4b38-9457-73c1e689b98e","resolution":{"observed_at":"2026-08-02T10:46:55.144036Z","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":"2026-08-02T10:46:55.147785Z","title":"Lo and Cynthia Rudin , title =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.147785Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:656926df507d8cf086e44f57ea57d35c232c706aa59c9ac49ed86cee8d65ce1e","observation_id":"562a3b7c-4385-4caf-bf4d-94fc4cf94fd8","resolution":{"observed_at":"2026-08-02T10:46:55.147785Z","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":"2026-08-02T10:46:55.151546Z","title":"2024 , publisher=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.151546Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:f828c289528fdf1957ee9a482fbeb7230d8725fa254e65076fc83e994bfebf49","observation_id":"637538b3-edd0-4981-8d53-983c4490f6a3","resolution":{"observed_at":"2026-08-02T10:46:55.151546Z","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":"2026-08-02T10:46:55.155608Z","title":"Human-centered explainable","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.155608Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:b561511e3ce28c300eb42004a4c761f0fd0672258886c7d06753037ed87f336a","observation_id":"d0b33516-ffd7-415d-be6b-f037cba91083","resolution":{"observed_at":"2026-08-02T10:46:55.155608Z","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":"2026-08-02T10:46:55.159278Z","title":"Vera and Watkins, Elizabeth Anne and Manger, Carina and Daum\\'","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.159278Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:6f47e482168f11d885d05a723dbbb1480ff5a46ab7548357c0060affeafe27fd","observation_id":"7a54245e-f8f0-4190-901f-c95f124cb9fc","resolution":{"observed_at":"2026-08-02T10:46:55.159278Z","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":"2026-08-02T10:46:55.163070Z","title":"Vera and Gruen, Daniel and Miller, Sarah , title =","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.163070Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c52bd3a9a1e65fe7ea7285e1bd4fcd133a1d53d901489725ba2206ea66a0e751","observation_id":"a9567aca-698d-41e9-874b-2e5dfc7c03b5","resolution":{"observed_at":"2026-08-02T10:46:55.163070Z","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":"2026-08-02T10:46:55.167111Z","title":"Goldstein and Jake M","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.167111Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:241e31acd8a7c761850d4ccac7db56d5ce2e4cb7e0ee324d5f917c6a19f80161","observation_id":"e7fa69cd-c116-4965-ac14-0ae1973a234f","resolution":{"observed_at":"2026-08-02T10:46:55.167111Z","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":"2026-08-02T10:46:55.170895Z","title":"Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.170895Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c79a9219a50b074b2c76bc9f340d2845c15dda123e5a64935fd607b52de5c4e0","observation_id":"023f83f7-2120-40dd-8982-786bda67294f","resolution":{"observed_at":"2026-08-02T10:46:55.170895Z","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":"2026-08-02T10:46:55.175488Z","title":"ACM Conference on Fairness, Accountability, and Transparency , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.175488Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:cfcc7c62c4bfd1dfeca787911cbc37cc496bcd5852f6e73e4175c480186e3562","observation_id":"48d533f0-7d74-43ce-bd97-f4927db979a3","resolution":{"observed_at":"2026-08-02T10:46:55.175488Z","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":"2026-08-02T10:46:55.179366Z","title":"Interpreting Interpretability: U nderstanding Data Scientists’ Use of Interpretability Tools for Machine Learning","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.179366Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:cc9031f702674a31363b8ef8577796efa70bb21e4ba5d5cc0179d85e378089d7","observation_id":"ee73b576-714a-4289-b6ac-084ea4371763","resolution":{"observed_at":"2026-08-02T10:46:55.179366Z","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":"2026-08-02T10:46:55.183389Z","title":"Vera Liao and Alison Smith-Renner and Chenhao Tan","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.183389Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:406f1d70a9c007ac256d22d0976b1244403974509ea6acf62b3d3f7b27272212","observation_id":"9c5bda4a-a960-4c47-a9a4-c5cee6c4e020","resolution":{"observed_at":"2026-08-02T10:46:55.183389Z","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":"2026-08-02T10:46:55.187539Z","title":"2019 , issn =","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.187539Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:9b59c0b80771c2091425c6811a013d6143dfff162815e871f1cbea53286792e2","observation_id":"89c80c09-7697-4e3d-aa0b-02194956934a","resolution":{"observed_at":"2026-08-02T10:46:55.187539Z","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":"2026-08-02T10:46:55.193040Z","title":null,"venue":null,"work_id":null,"year":1988},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.193040Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:86f4dfc2eb669499f91283da7e7fba72ab2c014504b6f24c6fae6386c5c9d1d0","observation_id":"6ac2bab0-2ab5-41d9-9bd5-763183681443","resolution":{"observed_at":"2026-08-02T10:46:55.193040Z","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":"2026-08-02T10:46:55.197448Z","title":"Proceedings of the 9th AAAI Conference on Human Computation and Crowdsourcing","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.197448Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c80eb3be18430acba531980a1ad1579367f31e40535795d3d417193be97b4a90","observation_id":"96198c47-c7ba-43f9-a2d5-8e87eee704d0","resolution":{"observed_at":"2026-08-02T10:46:55.197448Z","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":"2026-08-02T10:46:55.203063Z","title":"Wang and Jennifer Wortman Vaughan and Rich Caruana and Duen Horng Chau","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.203063Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:e0e89a587b39d2ffdf3e534c1474f580fa40535dfd1621a1eaabad25fa0fbdc4","observation_id":"0c59d2fa-fd46-4622-9627-116481a315e2","resolution":{"observed_at":"2026-08-02T10:46:55.203063Z","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":"2026-08-02T10:46:55.207291Z","title":"Keane and Eoin M","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.207291Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:c996201b8b1d9cf6d7ac9436315d4f99f4702e4e1288a8c9dfaccd2eb7e07d52","observation_id":"5075b2db-9f17-4c34-8315-4aee2acc54dd","resolution":{"observed_at":"2026-08-02T10:46:55.207291Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T10:46:55.211482Z","title":"The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.211482Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:92ac5fd9fb0a6b531c4a7a4fd833a1b3acd35c614fbade3435e08b6bfa397c2c","observation_id":"a65c342e-3899-4ab6-b497-38c698a3f301","resolution":{"observed_at":"2026-08-02T10:46:55.211482Z","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":"2026-08-02T10:46:55.216024Z","title":"Conference on Fairness, Accountability, and Transparency","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods","version":1},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-08-02T10:46:55.216024Z"},"links":{"citing_paper":"/paper/2607.14123"},"observation_digest":"sha256:7e2dd7763b138c74613d75d0cd82b75b24e65b1640e23cdf35e5e014056e08b2","observation_id":"12e219ee-348b-4448-a2e6-c1b91871727f","resolution":{"observed_at":"2026-08-02T10:46:55.216024Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.14123","last_updated":"2026-06-18T21:46:20Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-15T15:58:54.416991Z","submitted_at":"2026-06-18T21:46:20Z","title":"Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":99,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":115},"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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 0 inbound Pith citation observations for arXiv:2607.14123."}