{"as_of":"2026-08-10T11:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a046ed315f877cdbe2609c2ddf28097a644757bc36bcb44756d53877153d84e5","coverage":[{"denominator":137,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T01:00:05.538459Z","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":"2026-08-10T06:31:04.303077+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/2608.05188/citation-record","integrity":"/paper/2608.05188/integrity","json":"/paper/2608.05188/citation-record.json","paper":"/paper/2608.05188"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:59:59.534014Z","title":"Forty-second International Conference on Machine Learning , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T00:59:59.534014Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:235925bc2803666187e7b27bf04e50cdb857450f5fe2ca5b4511d926959c1b88","observation_id":"e90ed867-a0dd-43a8-aa9a-e10bf015b356","resolution":{"observed_at":"2026-08-07T00:59:59.534014Z","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":"2026-08-07T00:59:59.586524Z","title":"Lew and Tan Zhi-Xuan and Gabriel Grand and Vikash Mansinghka , title =","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T00:59:59.586524Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:93d199673c9c5926d13250e99c21a1b047487e89b3cdac6ca85f7ea7af2baa36","observation_id":"a8d7244b-c9f9-4c21-8475-51bc40e29461","resolution":{"observed_at":"2026-08-07T00:59:59.586524Z","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":"2026-08-07T00:59:59.652844Z","title":"Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , year =","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T00:59:59.652844Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:ee681535b6a9ad7a275c51055d48d71874ed2dc88717bc490c7b70c853ae777a","observation_id":"facad052-fbac-4944-a7c0-0956bb985331","resolution":{"observed_at":"2026-08-07T00:59:59.652844Z","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":"2026-08-07T00:59:59.729156Z","title":"ICLR 2026 Workshop on Lifelong Agents: Learning, Aligning, Evolving , year =","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T00:59:59.729156Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:670aaa490eb81a27884b9d2d5f7819d774934d7705362fadaa537d9222527711","observation_id":"2a0b5bf1-ded8-4f9a-a966-dda986492f9e","resolution":{"observed_at":"2026-08-07T00:59:59.729156Z","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":"2026-08-07T00:59:59.810674Z","title":", journal=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T00:59:59.810674Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:0ebb1834703efc90629cd647108b717b696164583a02f55f5db98cc79ca1cbbd","observation_id":"6558e500-5cb4-44f9-b9f5-6b229aa434a4","resolution":{"observed_at":"2026-08-07T00:59:59.810674Z","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":"2026-08-07T00:59:59.924939Z","title":"International conference on machine learning , pages=","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T00:59:59.924939Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:3e303e7c969c359b9d9a5d19a6808082023a2f8d318011de67772c9d1636708a","observation_id":"cc16ae14-7418-4526-9bb5-e0e2f91aa71c","resolution":{"observed_at":"2026-08-07T00:59:59.924939Z","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":"2026-08-07T01:00:00.001733Z","title":"International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.001733Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d28d42546457a6e1310526e2d5c486afc2dfdd24682dc2f4bf5dca342cd2c679","observation_id":"57e17fc0-b61d-4743-b3f1-8d3dd79ad7f7","resolution":{"observed_at":"2026-08-07T01:00:00.001733Z","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":"2026-08-07T01:00:00.071020Z","title":"The Eleventh International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.071020Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:8729c9446d224337043b7ee62b6e143b37d8db1c36863a17ae4dd83498ad885f","observation_id":"869a580f-5233-440a-8622-d31d7f34f5c8","resolution":{"observed_at":"2026-08-07T01:00:00.071020Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1805.00899","last_updated":"2018-10-22T17:36:07Z","snapshot_observed_at":"2026-08-02T15:33:17.783178Z","submitted_at":"2018-05-02T16:27:32Z","title":"AI safety via debate","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1805.00899","snapshot_observed_at":"2026-08-07T01:00:00.136166Z","title":"1805.00899 , archivePrefix=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.136166Z"},"links":{"cited_paper":"/paper/1805.00899","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:6e184dbada3df9db14695d3f297309c0f01ee3eb011bad62ec97c5680edc14b3","observation_id":"acbc8813-ad88-4128-aff0-06ac108f8943","resolution":{"observed_at":"2026-08-07T01:00:00.136166Z","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":"2026-08-07T01:00:00.218556Z","title":"and Zoph, Barret and Mane, Dandelion and Vasudevan, Vijay and Le, Quoc V","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.218556Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:5446cdfba6f7d9b0f39284695f135da9a09612f8e78742c3e21b4999128e68f9","observation_id":"3ea37a87-09c9-4673-94f2-0f5936be8b64","resolution":{"observed_at":"2026-08-07T01:00:00.218556Z","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":"2026-08-07T01:00:00.286919Z","title":"ImageNet Classification with Deep Convolutional Neural Networks , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.286919Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d8fb0b01c5c57067374da9ad6a1d84ca6495ec7231c9c6c1e57d56bfa2031e89","observation_id":"b400ab30-98e6-462d-a5d9-564ea3168b8a","resolution":{"observed_at":"2026-08-07T01:00:00.286919Z","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":"2026-08-07T01:00:00.351211Z","title":"Adversarial Example Generation with Syntactically Controlled Paraphrase Networks","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.351211Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:4a5e107fa0fff54595606659be3d2a7a9293f8d77d27a717b669c8caa32fd5c1","observation_id":"091fa136-98ef-4ea0-ba87-6d6ef77b7d4a","resolution":{"observed_at":"2026-08-07T01:00:00.351211Z","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":"2026-08-07T01:00:00.458939Z","title":"Semantically Equivalent Adversarial Rules for Debugging NLP models","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.458939Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:76e0ee25b5775bf03d33d998eb267816bd92b6e89c622886628b4ee322b97294","observation_id":"fe90b36a-1bd8-479a-97b7-5f4ba434839b","resolution":{"observed_at":"2026-08-07T01:00:00.458939Z","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":"2026-08-07T01:00:00.494597Z","title":"and Wallach, Hanna and Cotterell, Ryan","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.494597Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:18b88af901b043d8aee4770ffdfa71ac5d19755d7413b43576d505b711d86866","observation_id":"5f81436c-969f-4247-99cc-19b9b2c440dd","resolution":{"observed_at":"2026-08-07T01:00:00.494597Z","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":"2026-08-07T01:00:00.554140Z","title":"Journal of Machine Learning Research , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.554140Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:9704fac718a63406457d69eec7edb974962a307cf308706398591187fbdc2541","observation_id":"02103931-5505-47fa-a12a-c12bf4c0b30a","resolution":{"observed_at":"2026-08-07T01:00:00.554140Z","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":"2026-08-07T01:00:00.677188Z","title":"2021 , eprint=","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.677188Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d761cf856190257fa2fbb705cd3253cd90596d16348060881fb68fad504cb53f","observation_id":"610d80a1-c4e9-4024-9871-241de5765c3e","resolution":{"observed_at":"2026-08-07T01:00:00.677188Z","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":"2026-08-07T01:00:00.902192Z","title":"Langley , title =","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:00.902192Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:e4df53b23832fa2e52ef4e236b745bb44b3a6dbb332faeeb39ec57df3a6a147e","observation_id":"38c96be3-4e77-44d4-9396-7340f649b78b","resolution":{"observed_at":"2026-08-07T01:00:00.902192Z","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":"2026-08-07T01:00:01.070358Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.070358Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:9bdcd65e1c4742d9730e246dcc14981a8376a5d0515f61365f511a32fb376a80","observation_id":"7dc4851a-fd24-4b60-b591-7b84bc4996b1","resolution":{"observed_at":"2026-08-07T01:00:01.070358Z","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":"2026-08-07T01:00:01.235663Z","title":null,"venue":null,"work_id":null,"year":1980},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.235663Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:ba770016303fc9b47aed54820e3458c6d3d6279f36836dbd1774820bcd97c13a","observation_id":"71e49842-7415-4a1b-865b-1db6ea498049","resolution":{"observed_at":"2026-08-07T01:00:01.235663Z","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":"2026-08-07T01:00:01.384593Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.384593Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:80d50aef29eab464a365a438135a9a673ba6af0b19bb0c62f79274911dcb12ed","observation_id":"2520bde9-b858-4643-8aab-a53b1ba96355","resolution":{"observed_at":"2026-08-07T01:00:01.384593Z","resolver_source":null,"status":"parse_uncertain"},"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":"2026-08-07T01:00:01.483525Z","title":null,"venue":null,"work_id":null,"year":1983},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.483525Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:44af29510cb8d6f8e9942c98e75771db3519ee605275e805dd8c3c475297e003","observation_id":"697ae874-4b9a-431c-ac9b-09e8c292c694","resolution":{"observed_at":"2026-08-07T01:00:01.483525Z","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":"2026-08-07T01:00:01.589035Z","title":null,"venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.589035Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:07d23d4122ab5b1002bfe6bc87d7001e53ce90f0b295dee1b55151ebfa7dd303","observation_id":"f3693410-ab59-4ea0-bc70-96ebdae17be2","resolution":{"observed_at":"2026-08-07T01:00:01.589035Z","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":"2026-08-07T01:00:01.675107Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.675107Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:09cbc4d26c1675484f3f30210d9eb968040695fa5eaddd0b8bc7c778f29d6612","observation_id":"adbf3ab0-be97-4a32-a43f-1866bc774f42","resolution":{"observed_at":"2026-08-07T01:00:01.675107Z","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":"2026-08-07T01:00:01.765531Z","title":"Newell and P","venue":null,"work_id":null,"year":1981},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.765531Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d8dc979159b9a676a1ddec00b84b4b05bfda48396b6e4db0f9c6a337e12fff4b","observation_id":"529f7cf6-34ad-4231-aee5-cbeae873628a","resolution":{"observed_at":"2026-08-07T01:00:01.765531Z","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":"2026-08-07T01:00:01.912047Z","title":null,"venue":null,"work_id":null,"year":1959},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:01.912047Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:73dcb0280ed5b60b7f9296e2744ff01a36e819fefe68cdb50b43fa77d0d375e2","observation_id":"f5ab3c6d-3a65-4bf8-85ef-0383ad4ef523","resolution":{"observed_at":"2026-08-07T01:00:01.912047Z","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":"2026-08-07T01:00:02.020299Z","title":"Aho and Jeffrey D","venue":null,"work_id":null,"year":1972},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.020299Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:a03263276a786f43fd5d295fb696225607a415ea1f1c5b7921ccd509b36b64b6","observation_id":"d3d4ccc6-c3d6-4051-905f-37eb5d4aa6d6","resolution":{"observed_at":"2026-08-07T01:00:02.020299Z","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":"2026-08-07T01:00:02.073877Z","title":null,"venue":null,"work_id":null,"year":1983},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.073877Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d66d63ddf51a51da2dba3e9e524179f4def324b4ca34ab5aee716e0426710d20","observation_id":"ec496f82-f1df-4ab5-acc7-d992fa8d0072","resolution":{"observed_at":"2026-08-07T01:00:02.073877Z","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":"2026-08-07T01:00:02.224218Z","title":"Chandra and Dexter C","venue":null,"work_id":null,"year":1981},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.224218Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:91919a90c3b780714852596198cd555db67d085257ce3674dca83b9de565a774","observation_id":"8a08f3e5-52d1-4f09-97e8-0be5dba60d26","resolution":{"observed_at":"2026-08-07T01:00:02.224218Z","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":"2026-08-07T01:00:02.381679Z","title":"Scalable training of","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.381679Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:2b0624b461b795c176fb9f7cc33522b925bcead2380c0b685bc85e81130eb18d","observation_id":"899ed323-d3bb-4358-865f-32b63913bb4c","resolution":{"observed_at":"2026-08-07T01:00:02.381679Z","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":"2026-08-07T01:00:02.460879Z","title":null,"venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.460879Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:a8414704d8ff3a7a2a91d83fef9e671b65b1d69060dfe29401dc566a504b4dde","observation_id":"0022adef-b8f3-4cb5-9df9-d189bab3eaf2","resolution":{"observed_at":"2026-08-07T01:00:02.460879Z","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":"2026-08-07T01:00:02.478998Z","title":"NeurIPS , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.478998Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d805133028b5fc46d740ea4922ec99e749afa08aa4bcd36f7cbeefb7298cc33e","observation_id":"dd3a4db6-735d-4273-a82f-40a2d26c1f23","resolution":{"observed_at":"2026-08-07T01:00:02.478998Z","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":"2026-08-07T01:00:02.507297Z","title":"Tetreault , title =","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.507297Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:9b9d4449fd460ace326521c86ca7996b9156187c78af659ce3ebbdf0b2964730","observation_id":"e0f72a31-5e9a-49e4-b057-c1fcd1e9d77f","resolution":{"observed_at":"2026-08-07T01:00:02.507297Z","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":"2026-08-07T01:00:02.537478Z","title":"A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.537478Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:5d375f7bdb49089fcd874993dd32de0baede43addef77ba8a9f23cc9c757a053","observation_id":"32037017-2bf5-406d-bdfd-e75c919e4796","resolution":{"observed_at":"2026-08-07T01:00:02.537478Z","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":"2026-08-07T01:00:02.564521Z","title":"The Reversal Curse:","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.564521Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:59875d9be85dc132fb66f51e5aede4a22a0723e564762c0c9901b1241f6db5f7","observation_id":"cd6d2886-4acd-4c3c-8159-5a637c7b141d","resolution":{"observed_at":"2026-08-07T01:00:02.564521Z","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":"2026-08-07T01:00:02.590504Z","title":"Exploring the Sensitivity of LLM s' Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.590504Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:9a574fc83e97133cbfc13e5f5eb852bf95aa7a1ce2f9f0207fedaaef69ee02b8","observation_id":"055be35c-8f31-456b-a1a9-c13f8f4d6e2d","resolution":{"observed_at":"2026-08-07T01:00:02.590504Z","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":"2026-08-07T01:00:02.614273Z","title":"2023 , eprint=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.614273Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:cf6923424d4e5ac21b5e84ae7e11aa62c95e5accf44225c0c30a1a79da832258","observation_id":"07a5158b-28f2-42e4-a80f-01cb2307644a","resolution":{"observed_at":"2026-08-07T01:00:02.614273Z","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":"2026-08-07T01:00:02.653333Z","title":"Emergent Misalignment: Narrow finetuning can produce broadly misaligned","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.653333Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:215a567e3440735798ae58a15ce7fe94d616b273005e30967b955fff1a2f87ac","observation_id":"2ee25e9a-0d62-47d8-ad84-f7ac1074eefe","resolution":{"observed_at":"2026-08-07T01:00:02.653333Z","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":"2026-08-07T01:00:02.684244Z","title":"Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.684244Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:9cfc2698a9d09e85310200fc830d56679171192700a92a983fa730a465e7c079","observation_id":"4c035069-a05d-4751-be96-7aa64e3d8d3f","resolution":{"observed_at":"2026-08-07T01:00:02.684244Z","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":"2026-08-07T01:00:02.714971Z","title":"Findings of the Association for Computational Linguistics: ACL 2024 , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.714971Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:8fe44c10461376b4b5b03acba8260394f55df5ed528ca6aa68b189fda25d4468","observation_id":"c58cb977-ff2c-4a30-927f-63de70d0dd0e","resolution":{"observed_at":"2026-08-07T01:00:02.714971Z","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":"2026-08-07T01:00:02.751205Z","title":"Findings of the Association for Computational Linguistics: ACL 2023 , pages=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.751205Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d72bc868a8fb58d5ed72a6e208b4f85f3c084f789952d27186060902c6b7ab2b","observation_id":"5df23ee8-ec91-433f-b223-19032536c458","resolution":{"observed_at":"2026-08-07T01:00:02.751205Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.18781","last_updated":"2025-06-23T15:50:21Z","snapshot_observed_at":"2026-08-06T23:13:21.549277Z","submitted_at":"2025-06-23T15:50:21Z","title":"Existing LLMs Are Not Self-Consistent For Simple Tasks","version":1},"cited_work":{"arxiv_id":"2506.18781","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.18781","snapshot_observed_at":"2026-08-07T01:00:09.703953Z","title":"Existing LLMs Are Not Self-Consistent For Simple Tasks","venue":"cs.CL","work_id":"9f415b31-62a6-4058-a638-5219fa95c7aa","year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.801114Z"},"links":{"cited_paper":"/paper/2506.18781","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:463c13b7a09c0cdfec27be693b70f27448b38fb6e07385d7787e0c944764b963","observation_id":"9f09b363-19cf-4b5b-89f5-c7add8f0eab7","resolution":{"observed_at":"2026-08-07T01:00:09.757846Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:02.830124Z","title":"Transactions on Machine Learning Research , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.830124Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:f15432a6fd5601b719de6ff2cba8ee74be6b08165140ddd877c9e00d3389b538","observation_id":"0a046ac6-1ae1-42b5-ae0b-3a955004e30a","resolution":{"observed_at":"2026-08-07T01:00:02.830124Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.03730","last_updated":"2025-09-05T01:39:01Z","snapshot_observed_at":"2026-08-09T11:19:57.886393Z","submitted_at":"2025-09-03T21:27:10Z","title":"The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.03730","snapshot_observed_at":"2026-08-07T01:00:02.864040Z","title":"arXiv preprint arXiv:2509.03730 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.864040Z"},"links":{"cited_paper":"/paper/2509.03730","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:b950cb3eb5d0b955f9a83d379e7951eb7f76d40bbbe35601c3a71279578fed5b","observation_id":"348ff2bf-9412-4866-80a4-62eff95682f1","resolution":{"observed_at":"2026-08-07T01:00:02.864040Z","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":"2026-08-07T01:00:02.899894Z","title":"Proceedings of the 30th Conference on Pattern Languages of Programs , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.899894Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:48c4411421204b12fec4e4fedba48864139c45042d23fe0d42131cb19a1acafa","observation_id":"4247aa3f-4263-408e-a0f3-cecb57a5f0f6","resolution":{"observed_at":"2026-08-07T01:00:02.899894Z","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":"2026-08-07T01:00:02.950291Z","title":"arXiv preprint arXiv:2512.18311 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.950291Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:e7f3d6cc6aa8674064b81ab9c13966737c6c737ecebb5e21f6ac19d91740b4b4","observation_id":"7959ba4e-3792-4775-941a-e62ed1841805","resolution":{"observed_at":"2026-08-07T01:00:02.950291Z","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":"2026-08-07T01:00:02.996732Z","title":"2025 , note =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:02.996732Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:115b9018952914a4334b5a1f82b177ea32ac8e20c96214f0b0d4ffccb86411af","observation_id":"f9f76513-ea0a-44c3-bd5d-64938daac75c","resolution":{"observed_at":"2026-08-07T01:00:02.996732Z","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":"2026-08-07T01:00:03.034094Z","title":"2025 , month = nov, url =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.034094Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:91e6be4ebad0fe311ef5c1ecd20566e27d1dfd9a84508ac86f6d88ff87c69dc4","observation_id":"b52fe816-9294-4367-904a-815e2837ccbb","resolution":{"observed_at":"2026-08-07T01:00:03.034094Z","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":"2026-08-07T01:00:03.074425Z","title":"2025 , month = dec, date =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.074425Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:c13d98f1ca61d0b7cd3f1042039cb51e0cab15b640daf28672ba13c8ced186da","observation_id":"ca3167b5-9e56-42f3-8407-4bf9b1759a0e","resolution":{"observed_at":"2026-08-07T01:00:03.074425Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05499","last_updated":"2025-12-29T02:25:27Z","snapshot_observed_at":"2026-07-06T15:40:27.639368Z","submitted_at":"2023-06-08T18:43:11Z","title":"Prompt Injection attack against LLM-integrated Applications","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05499","snapshot_observed_at":"2026-08-07T01:00:03.128642Z","title":"arXiv preprint arXiv:2306.05499 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.128642Z"},"links":{"cited_paper":"/paper/2306.05499","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:beb8da0452ceb980d714e7532045a10061c0a1701dd3f6d9f7d34294a99557d1","observation_id":"c037b9e0-8431-4ab2-9427-d6a75d805c1b","resolution":{"observed_at":"2026-08-07T01:00:03.128642Z","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":"2026-08-07T01:00:03.168539Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.168539Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:7dd2f751de6e040073cb1ff8faaf02d03764de48dbb9ac849846b88c4621bfbc","observation_id":"d3701356-3dc4-4008-b1d6-abd0a49f0187","resolution":{"observed_at":"2026-08-07T01:00:03.168539Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.09154","last_updated":"2025-03-03T09:37:27Z","snapshot_observed_at":"2026-08-03T17:59:18.731227Z","submitted_at":"2024-02-14T13:13:26Z","title":"Attacking Large Language Models with Projected Gradient Descent","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.09154","snapshot_observed_at":"2026-08-07T01:00:03.202299Z","title":"arXiv preprint arXiv:2402.09154 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.202299Z"},"links":{"cited_paper":"/paper/2402.09154","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:c9b02ee8257ec2a94949fe19aed20ba85aa2f56f42b92beb5bf038eadb5d625a","observation_id":"2f6fcc8f-0817-4044-8971-ddbf7e95922a","resolution":{"observed_at":"2026-08-07T01:00:03.202299Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2025.emnlp-main.1595","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness","venue":null,"work_id":"5d14c66c-3882-497a-aabe-03858d2149ba","year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.238559Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:5e60f18a91152f901246e38db47bfb3d2250552e1f243b8a204ce1b63261285f","observation_id":"467c59e1-c17c-42ac-81d1-f454e961d0b1","resolution":{"observed_at":"2026-08-07T01:00:08.795786Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-08T04:38:13.109301+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-08T04:38:13.109301+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:03.273843Z","title":"Findings of the Association for Computational Linguistics: EACL 2024 , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.273843Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:1db56a6ea1365c7cb1730ff9ec71ec76fcf111371b4fbc100f608a5da10aecda","observation_id":"b8a2a4ce-6b37-49c2-827f-4b079ba0dc9a","resolution":{"observed_at":"2026-08-07T01:00:03.273843Z","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":"2026-08-07T01:00:03.310535Z","title":"arXiv preprint arXiv:2511.08579 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.310535Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:37058fa8299d834b4057a9e7ef8616df0a6d63f9418d6cb7a77097f473eed9c3","observation_id":"6f94687b-1df6-4a7a-aa34-d570d123ee9f","resolution":{"observed_at":"2026-08-07T01:00:03.310535Z","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":"2026-08-07T01:00:03.343011Z","title":"arXiv preprint arXiv:2510.05092 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.343011Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:3c652e6f6080833b9bf5bce613d86025b2b49895346763066b5322543393bd93","observation_id":"84a33b69-351a-4a29-a393-4206ca9611c7","resolution":{"observed_at":"2026-08-07T01:00:03.343011Z","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":"2026-08-07T01:00:03.373258Z","title":"2025 , eprint=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.373258Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:2848bba32b6bf3ce6ca5b5930c4c6c9a5178b632d23612dbbda1b0ba5e7381e5","observation_id":"5710649b-d9fa-48b7-91e1-170662fee5e7","resolution":{"observed_at":"2026-08-07T01:00:03.373258Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.13787","last_updated":"2024-10-17T17:24:10Z","snapshot_observed_at":"2026-07-06T19:35:30.732080Z","submitted_at":"2024-10-17T17:24:10Z","title":"Looking Inward: Language Models Can Learn About Themselves by Introspection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.13787","snapshot_observed_at":"2026-08-07T01:00:03.398770Z","title":"arXiv preprint arXiv:2410.13787 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.398770Z"},"links":{"cited_paper":"/paper/2410.13787","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:b9399cbb600b47aa894696b86d50fe6b098e4b487307dfc57e5fca3ee0378dc3","observation_id":"35155c98-0973-46b5-8e3a-f506d0b29627","resolution":{"observed_at":"2026-08-07T01:00:03.398770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.07882","last_updated":"2024-10-14T17:46:28Z","snapshot_observed_at":"2026-07-06T18:29:21.709395Z","submitted_at":"2024-06-12T05:20:16Z","title":"Designing a Dashboard for Transparency and Control of Conversational AI","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.07882","snapshot_observed_at":"2026-08-07T01:00:03.431188Z","title":"arXiv preprint arXiv:2406.07882 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.431188Z"},"links":{"cited_paper":"/paper/2406.07882","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:fa578a06e1c45c4bfd23d3c67814f106ac108e31bd744366d260ce1721e4c55b","observation_id":"c8706016-1a67-475e-8c14-aa5d5052e18c","resolution":{"observed_at":"2026-08-07T01:00:03.431188Z","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":"2026-08-07T01:00:03.457643Z","title":"Forty-first International Conference on Machine Learning , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.457643Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:81d1f8ebdb6a293826d9ba86401e63693cfcfca23aae08cccf18afbb5989a46c","observation_id":"5be114f6-f0d4-4c22-b0f2-3ac9a2bb46d4","resolution":{"observed_at":"2026-08-07T01:00:03.457643Z","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":"2026-08-07T01:00:03.492465Z","title":"2021 , eprint=","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.492465Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:4b7fb27d09463f6d872dfa88871f0dd8b197a7278c72bde2b13560ed09455af6","observation_id":"4c57d267-b80b-4dbc-b413-8d7a60f91bd9","resolution":{"observed_at":"2026-08-07T01:00:03.492465Z","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":"2026-08-07T01:00:03.534854Z","title":"A Benchmark Dataset for Learning to Intervene in Online Hate Speech","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.534854Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:f759e8a8de3ae830340de3f03081fb77c6068aefe2cba26d0d3281270433fa89","observation_id":"bb2c52b8-43cb-476a-9751-68aa94b26fc6","resolution":{"observed_at":"2026-08-07T01:00:03.534854Z","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":"2026-08-07T01:00:03.577218Z","title":"Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 , year =","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.577218Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:5b5a3752c314f3b862986a85cb2e83b0e7da12c4b518406e5c93e30e04e2bf90","observation_id":"531206ec-d29e-4987-a1a7-98c1cdba086b","resolution":{"observed_at":"2026-08-07T01:00:03.577218Z","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":"2026-08-07T01:00:03.602192Z","title":"Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.602192Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:c39bff875d203d6c8e6325a0db9b1851dace5d5cdfa417b162e28fcc622b960c","observation_id":"370552d5-5df1-432d-b322-8be6582d9771","resolution":{"observed_at":"2026-08-07T01:00:03.602192Z","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":"2026-08-07T01:00:03.642054Z","title":"Logic, language, and security: essays dedicated to Andre Scedrov on the occasion of his 65th birthday , pages=","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.642054Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:90b3aae71c8f869b4ef15e729049030f97f47ae06ac3d601ff74290c9a2f4efc","observation_id":"74a2332a-1a25-48b7-b016-463eb0901c52","resolution":{"observed_at":"2026-08-07T01:00:03.642054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.06032","last_updated":"2021-03-02T21:04:26Z","snapshot_observed_at":"2026-08-09T11:53:53.098944Z","submitted_at":"2020-10-12T21:15:29Z","title":"Measuring and Reducing Gendered Correlations in Pre-trained Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.06032","snapshot_observed_at":"2026-08-07T01:00:03.678214Z","title":"arXiv preprint arXiv:2010.06032 , year=","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.678214Z"},"links":{"cited_paper":"/paper/2010.06032","citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:84674b2e37fbe5d4c4073b545f3020532806bcaea627e3ac20c6eb8bd5d960f9","observation_id":"42495f78-5459-4bbb-86fe-7db80ebfaa70","resolution":{"observed_at":"2026-08-07T01:00:03.678214Z","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":"2026-08-07T01:00:03.707309Z","title":"Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society , pages =","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.707309Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:bf1f7f77940a0d6d2f4fb7adbda879193277064c561db36060ae5e11cdc7b4c9","observation_id":"aae94d49-cd63-46c6-b266-6a3eeba0a79b","resolution":{"observed_at":"2026-08-07T01:00:03.707309Z","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":"2026-08-07T01:00:03.744783Z","title":"and Rossi, Ryan A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.744783Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:e996cbc2657cd51dac3bc363063a5315869b72ced6468c55f59035c1e54dc081","observation_id":"186ae3c9-cc82-45b9-962a-3cc8c51c307b","resolution":{"observed_at":"2026-08-07T01:00:03.744783Z","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":"2026-08-07T01:00:03.777948Z","title":"and Rambachan, Ashesh and Mullainathan, Sendhil , booktitle =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.777948Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:175fe32c8b5ac0d2cdb556529154c6317f29c908bc02d44bede90b676730d8cf","observation_id":"d8bd19a9-2e85-41dc-a8c3-55b3f3d19e7c","resolution":{"observed_at":"2026-08-07T01:00:03.777948Z","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":"2026-08-07T01:00:03.818316Z","title":"Highly accurate protein structure prediction with","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.818316Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:be9a72d6fd3d00a1038234dbeca1a44e9966bc45fc63acdd5ccd895b6f93c3a1","observation_id":"1f554348-a0a4-488c-a4d9-c049d64e80e1","resolution":{"observed_at":"2026-08-07T01:00:03.818316Z","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":"2026-08-07T01:00:03.853250Z","title":"2025 , month = feb, day =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.853250Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:a4dc7604e2c7dfcc744fefeeeac31b9779c21b7d2e5b705f48cbba321d5970f0","observation_id":"8d35d536-0ec7-42fb-9fd7-d245812d75ec","resolution":{"observed_at":"2026-08-07T01:00:03.853250Z","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":"2026-08-07T01:00:03.892656Z","title":"2025 , url=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.892656Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:fe08853b6158e77017a3004870deea5787513aca49b0c14ac7ff4f528ea2e0e1","observation_id":"e9261986-e2b4-47fb-83dc-78acc858b010","resolution":{"observed_at":"2026-08-07T01:00:03.892656Z","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":"2026-08-07T01:00:03.957174Z","title":"Position: Will we run out of data? Limits of","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:03.957174Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:710b2a755fea8c5c712d8b50b79f630a77f9ed21a13103f5a14f77f6b887bb06","observation_id":"af4b989b-28a3-40b0-8841-89303ad98f45","resolution":{"observed_at":"2026-08-07T01:00:03.957174Z","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":"2026-08-07T01:00:04.032184Z","title":"2024 , eprint=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.032184Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:553d0f595afe2d6f8afc5db96d2ca3635244e649f56a0a4f89f04491073df91e","observation_id":"ded8bacf-9508-4591-8b77-aa50627ea8ed","resolution":{"observed_at":"2026-08-07T01:00:04.032184Z","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":"2026-08-07T01:00:04.083412Z","title":"2025 , eprint=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.083412Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:d01ff59bf78f43c88febdde5c892348009cfa7d7ba6c9d4459885c885944b0c4","observation_id":"50a6009a-a0e6-4cb6-a2d5-3eca3430d478","resolution":{"observed_at":"2026-08-07T01:00:04.083412Z","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":"2026-08-07T01:00:04.150341Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.150341Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:3dc24c1fda30d36b7c4f0cd83983cbce8100c51c3f304fd332514699eb16f7ee","observation_id":"6f999f18-5ff4-4081-9dc3-237600849dc4","resolution":{"observed_at":"2026-08-07T01:00:04.150341Z","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":"2026-08-07T01:00:04.189873Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.189873Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:a02938bc998f007a3b9e917f976106c0aef9a52149e225bc33f3b6fec06c9e6c","observation_id":"aa64b172-31fb-47d1-b215-90bdd00d1e6d","resolution":{"observed_at":"2026-08-07T01:00:04.189873Z","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":"2026-08-07T01:00:04.283696Z","title":"What Did I Do Wrong? Quantifying LLM s' Sensitivity and Consistency to Prompt Engineering","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.283696Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:824af9cd115600a4a9d06e5587849c51ec836097d0dddc35a799e58549cfa663","observation_id":"0b59c8d4-b23b-45e7-b4a5-6685a77dae00","resolution":{"observed_at":"2026-08-07T01:00:04.283696Z","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":"2026-08-07T01:00:04.324946Z","title":"Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 , pages =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.324946Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:82c716b414aa936c2930e27e10480a9fde8639cee48fd472c1c7497e843cfa1f","observation_id":"a744e4f3-c032-4dd9-b761-b344b05b4e5b","resolution":{"observed_at":"2026-08-07T01:00:04.324946Z","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":"2026-08-07T01:00:04.405254Z","title":"First Workshop on Foundations of Reasoning in Language Models , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.405254Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:ed3e43b9547dbf31d8c0b9e7fc454e3593f7d2457d74f315485b74192a8320df","observation_id":"58a5240f-5ee3-42b4-b91b-06bd4c537ab1","resolution":{"observed_at":"2026-08-07T01:00:04.405254Z","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":"2026-08-07T01:00:04.462238Z","title":"Bell , booktitle=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.462238Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:a6be04a4bb2d71105cb4ebd2f6bd8b51f13266a7f506121689fc3c3471c76136","observation_id":"567a9d5e-9ebb-4d7f-a119-37014f8577b1","resolution":{"observed_at":"2026-08-07T01:00:04.462238Z","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":"2026-08-07T01:00:04.581949Z","title":"Transactions on Machine Learning Research , issn=","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.581949Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:8f58a5bd1f9861da49c4be32a1329ae80d391e102ed63a07045c88aaa4f7c757","observation_id":"8c8f1a32-2e48-4e16-84b5-e66407e83b5e","resolution":{"observed_at":"2026-08-07T01:00:04.581949Z","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":"2026-08-07T01:00:04.632449Z","title":"Journal of the American statistical Association , volume=","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.632449Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:c762599ab1651aff75670b3e4d11a5b2acaedb2804690a93e995545282cf0823","observation_id":"b302514d-8ab7-4fa0-8eea-49a8990029fd","resolution":{"observed_at":"2026-08-07T01:00:04.632449Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:14.059230Z","title":"Beyond Binary Rewards: Training","venue":null,"work_id":"e3f7211c-af15-4a77-9ae4-695011d9fee7","year":2026},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.700103Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:936071d4683f67c61cc19ecb122dbd0b8db39a946dfc29aa661c97d015b3a8cd","observation_id":"39592e61-bbf8-40d1-b6f8-a485a784f964","resolution":{"observed_at":"2026-08-07T01:00:14.172064Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:13.872702Z","title":"Taming Overconfidence in","venue":null,"work_id":"50d05538-3000-4a45-a7ad-9b919a83b5a9","year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.739140Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:2d1b4476aecd2b72cd7d92b7512be3a6ce3900ab09c1fcc9060474417c36cbbd","observation_id":"134876b5-d102-4f61-933e-cce71c257a27","resolution":{"observed_at":"2026-08-07T01:00:13.968074Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:13.656896Z","title":"Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style , url =","venue":null,"work_id":"7b129d8b-8987-4797-ae1e-b97ddf99d84c","year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.790567Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:cda78855373664adbc89c601395e331ef87b0e0f860c11a66680d49905219943","observation_id":"3ad2562a-255d-42a9-99f8-60657a1b7bf9","resolution":{"observed_at":"2026-08-07T01:00:13.746400Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:04.870308Z","title":"and Darzi, Ara and Etemadi, Mozziyar and Garcia-Vicente, Florencia and Gilbert, Fiona J","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.870308Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:2658b89d4bb1984c2c85bdd45ab5ae9ff098f5f927005dd6c0dafaa427687765","observation_id":"456f6f3e-53ac-477b-a5f3-c370ba8c1f2b","resolution":{"observed_at":"2026-08-07T01:00:04.870308Z","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":"2026-08-07T01:00:04.910308Z","title":"International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.910308Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:4891cb8b22681b5321dcfb90d0e9d82c1154de11dce13b9d3d8ba92e45d58f85","observation_id":"a743035c-3e22-4f7b-8048-84edbfc5784c","resolution":{"observed_at":"2026-08-07T01:00:04.910308Z","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":"2026-08-07T01:00:04.961726Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:04.961726Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:eb276c50d12c853888b2dddd2d627bb14e14e0321737f8392fc240be48446708","observation_id":"dc95c206-a00b-4b22-b2fb-6e5e7a777844","resolution":{"observed_at":"2026-08-07T01:00:04.961726Z","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":"2026-08-07T01:00:05.010917Z","title":"Training language models to follow instructions with human feedback , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.010917Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:35936f5ac234a6638aba3ac07b820ab9307fa233cfda7fd17560e1d240b5dd4d","observation_id":"e1bbe726-1d4f-4ab1-b67f-9bb97b0457d4","resolution":{"observed_at":"2026-08-07T01:00:05.010917Z","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":"2026-08-07T01:00:05.064810Z","title":"2025 , eprint=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.064810Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:54fbcb511a15ae6cbd260372eb25aba564d62283657ff12ebd20c06ff453b960","observation_id":"a5b30529-1350-45ae-8280-0135a486c212","resolution":{"observed_at":"2026-08-07T01:00:05.064810Z","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":"2026-08-07T01:00:05.113646Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.113646Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:ce4702fc73fd170f6d579fb8e7707afa8559bbdf9e51ad692642dd899150d5c2","observation_id":"2fbc9d49-e613-49ec-9098-a69657b18ff1","resolution":{"observed_at":"2026-08-07T01:00:05.113646Z","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":"2026-08-07T01:00:05.143765Z","title":"Science , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.143765Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:eb3bde30dcfcf94ebb03042c84a6e546a72bc5bf546ef989f20fd49daa8f064e","observation_id":"b866670a-4576-4f2b-bd4f-e535fdf2e4aa","resolution":{"observed_at":"2026-08-07T01:00:05.143765Z","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":"2026-08-07T01:00:05.173696Z","title":"Findings of the Association for Computational Linguistics: EMNLP 2025 , year =","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.173696Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:7028375c9521f92e334ef9e6deb9ffb63e46396ffff62af4e85d8da4369c8745","observation_id":"83061ecd-a0f8-43e3-8bc0-d0cc184b11ca","resolution":{"observed_at":"2026-08-07T01:00:05.173696Z","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":"2026-08-07T01:00:05.254558Z","title":"Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.254558Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:fb3a8e6d79fd09a966f9aa8894416df7558ba594473634851786d5cdb91d4bb1","observation_id":"79c49949-3d19-424c-b7b5-35ad2838c0d3","resolution":{"observed_at":"2026-08-07T01:00:05.254558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:13.433879Z","title":"Goodfire , year =","venue":null,"work_id":"2b4e1cd8-3b67-4ca1-9487-ff2792cbe3b1","year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.287762Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:b7200ec43dde79a4d391f8fe9cf4d5f8afd8ffe1804a827c615d45016ec9d99b","observation_id":"c08add28-008d-4c07-a974-79c20a406d08","resolution":{"observed_at":"2026-08-07T01:00:13.506604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:13.285870Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":"12e48a52-4d1b-4510-8663-45d437c729c8","year":null},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.335196Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:8d9b82bd9c73ae4078d69799ad0d66dcc788d98f3c10c5e8ed8e20534dd9410d","observation_id":"5b8ab816-8b26-4f64-91d6-25d106b51c1b","resolution":{"observed_at":"2026-08-07T01:00:13.334348Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:05.390394Z","title":"2024 , eprint=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.390394Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:85f25151223b1f3130df7c83f6636c3b846134bfff77ca114ac0e8c3a57e2dda","observation_id":"ca98f7f3-4ffc-422a-a313-7eb5aff739f2","resolution":{"observed_at":"2026-08-07T01:00:05.390394Z","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":"2026-08-07T01:00:05.427725Z","title":"2024 , eprint=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.427725Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:26ceb1bf8659e400db0f6e65121f6a11a74cbd8d97cd94b9c982a7216d36d6a5","observation_id":"2116e455-6a34-4de1-9f13-9771682e4607","resolution":{"observed_at":"2026-08-07T01:00:05.427725Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:13.051506Z","title":"2025 , eprint=","venue":null,"work_id":"d89ae5d8-03a5-4d4b-a821-a43ae9fc7fe2","year":2025},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.472750Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:b63095b8b5fc696027a79e1132dcbc4042da818229b1cc1fdd7429272561da1b","observation_id":"2229003b-0522-4656-a36b-ea3af1f58f5f","resolution":{"observed_at":"2026-08-07T01:00:13.139690Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T01:00:12.886870Z","title":"The Alignment Problem from a Deep Learning Perspective , booktitle =","venue":null,"work_id":"2d4c93af-5077-407b-9d38-a0cec2513719","year":2024},"citing_paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency","version":1},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-08-07T01:00:05.538459Z"},"links":{"citing_paper":"/paper/2608.05188"},"observation_digest":"sha256:106ff7221afbec676d61145aebd2b89c54c786ce593cabdf71f3150c6af6988f","observation_id":"fb0a62de-816c-409f-8a84-40a342faf50a","resolution":{"observed_at":"2026-08-07T01:00:12.951199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.05188","last_updated":"2026-07-31T19:16:53Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-09T23:10:14.945401Z","submitted_at":"2026-07-31T19:16:53Z","title":"Position: It's Time to Optimize LLMs for Self-Consistency"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":1,"unresolved":90,"verified_exact":1,"verified_fuzzy":7},"total_outbound_references":137},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 100 of 137 outbound references and 0 inbound Pith citation observations for arXiv:2608.05188."}