{"as_of":"2026-08-07T07:33:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:310da840e86f080f31c634432e601cd9d51ae81a7104263577caa715f910044f","coverage":[{"denominator":76,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":76,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T00:46:52.088954Z","state":"measured"},{"denominator":76,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":76,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2608.00531/citation-record","integrity":"/paper/2608.00531/integrity","json":"/paper/2608.00531/citation-record.json","paper":"/paper/2608.00531"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:46:46.504948Z","title":"Proceedings of the 40th International Conference on Machine Learning , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:46.504948Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:349788345739a714d9d5f0ef892ab8644e39b8e82f2557f8d149fec54122315a","observation_id":"1b617933-0ed8-422e-b7c5-e95c342213ec","resolution":{"observed_at":"2026-08-05T00:46:46.504948Z","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":"2026-08-05T00:46:53.381076Z","title":"Proceedings of the 41st International Conference on Machine Learning , pages=","venue":null,"work_id":"6307e99e-ca59-4998-a254-5e1554662af6","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:46.620461Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:c809a75e5d911620e72b16c240358ecb334a0460ed6457c1f4e80038aa1ad7f7","observation_id":"357eab1c-4980-4a1c-9541-05bf6fe215c5","resolution":{"observed_at":"2026-08-05T00:46:53.384051Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.372177Z","title":"Proceedings of the 41st International Conference on Machine Learning , pages=","venue":null,"work_id":"6c71bd81-3f42-4fbf-a435-bf6ceeee3a83","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:46.728040Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:75b738f057a134faa6af18770399fc125ca3bcf2886614b30c214aaaafbb7f97","observation_id":"3952ccc4-aa51-402d-b268-7856a0c79076","resolution":{"observed_at":"2026-08-05T00:46:53.375345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.362694Z","title":null,"venue":null,"work_id":"bdd98d0e-61b8-4b6d-9122-6f6368f869d7","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:46.899057Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:5001d63e0b47ac97a39b4d543d691ceda23c262331741b1810aeaf9d1e5033e5","observation_id":"5520ff0a-059c-409f-8c59-a9aa3296f560","resolution":{"observed_at":"2026-08-05T00:46:53.365471Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.353886Z","title":"Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems , pages=","venue":null,"work_id":"f879fa5d-5afb-465e-af82-2c5135d1b94e","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.001594Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:8366dc8376692ea5f967eba285019ee7d252015f3f5e4cefdf632a23f9a6771f","observation_id":"b7fc40c6-3b09-4323-8b21-484b76a14b25","resolution":{"observed_at":"2026-08-05T00:46:53.357170Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.345044Z","title":"Advances in Neural Information Processing Systems , year=","venue":null,"work_id":"fbda3159-877a-413c-a579-570510364839","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.073120Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:e45e9a9216dbf619b8117f2ca090183d864989218af798ad4a7423c07c385d4e","observation_id":"79493585-5ae4-4e92-9bfd-67630343593a","resolution":{"observed_at":"2026-08-05T00:46:53.348019Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.336671Z","title":"Proceedings of the 34th International Conference on Software Engineering , pages=","venue":null,"work_id":"0a759af8-fec8-4b30-b8b7-0267373d6190","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.165000Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:e5c1ecae155ca69de3d4c4e9db34bbb326a74334cc01e0bd3abf971807c0df74","observation_id":"c440e621-fa84-43e7-aff3-379a50618e85","resolution":{"observed_at":"2026-08-05T00:46:53.339739Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.328247Z","title":"Cognitive Science , volume=","venue":null,"work_id":"52f53f02-bde2-4930-9b12-0ad2f037d087","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.255737Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:cf8275f9f6f3cb92404485c91f8cbc9550ffb2389b31c579a859f11be773c698","observation_id":"cd784183-9fc4-4e4d-b140-41a0901aea68","resolution":{"observed_at":"2026-08-05T00:46:53.331316Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.319832Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":"97cb5435-a309-44b7-8e9d-340b78cc2212","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.332420Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:5b78b4661a8871ebd7ab5ba560f9a18be8b3f4eb3f0cf4fa43eae65034861da8","observation_id":"af46564c-9da5-4971-9f8a-dade462c9942","resolution":{"observed_at":"2026-08-05T00:46:53.322900Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.311786Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , pages=","venue":null,"work_id":"d740c2bb-d57e-4f67-97af-898c26b9c239","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.441707Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:9760bef2d04307d0e32fa6ce7f653a58708dbb0dca4c92db0f7922dd0e49e693","observation_id":"7c5cde2c-4664-4c9b-a676-bce7e7d38470","resolution":{"observed_at":"2026-08-05T00:46:53.314566Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.300733Z","title":null,"venue":null,"work_id":"1db1170b-c623-4267-a294-33418cdc9eb8","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.509949Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:c5053a29292198e7d34e772232b2ef0daac3ea8eb272f80431bbdc6d4360763b","observation_id":"e7a282ac-5345-4299-8f71-f29dc33dd019","resolution":{"observed_at":"2026-08-05T00:46:53.303858Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.293075Z","title":"Break the Sequential Dependency of","venue":null,"work_id":"18ec39ff-8f79-49da-97c7-db7619a8ce4d","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.578512Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:5c0dc8cf83f6d307189bcd999a672af9b81d8363e370e69fad7fbe89d8410ba8","observation_id":"963fa7a3-ae22-4bef-b231-b2f9865b641e","resolution":{"observed_at":"2026-08-05T00:46:53.295813Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.285222Z","title":null,"venue":null,"work_id":"01ce7330-f95f-4929-86b3-ec125c8792aa","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.654817Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:eb89438d53b245113358aad3370774a2cca3dd4e92c71fb5bf3934e11e1d1d27","observation_id":"2406cc2f-327e-42df-aaa2-076ce79b9868","resolution":{"observed_at":"2026-08-05T00:46:53.287932Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.276791Z","title":null,"venue":null,"work_id":"87694788-ae0f-4b1b-92ba-2daef4012139","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.683739Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:8ae5f03505602fb48180028bece432981d568abfa10d140f93b8099d62de02bc","observation_id":"b4708639-9757-4c2e-8cfd-c28d3a900a97","resolution":{"observed_at":"2026-08-05T00:46:53.279652Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.267692Z","title":null,"venue":null,"work_id":"6f3e56ef-567d-46e6-b21b-14c517c94537","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.741447Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:ebb1ce611768a137a8eef6f888089a74d5232fcfba5f79c4ad06fb7b87114bb9","observation_id":"4371026d-7038-460c-a847-6707e42766fd","resolution":{"observed_at":"2026-08-05T00:46:53.270914Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.258287Z","title":"International Conference on Learning Representations , year=","venue":null,"work_id":"84f7b9a0-f4b8-4ec5-bc69-c8528b1358ec","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.814099Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:c3278e1e4b6aa677c8d8c317707a6f309a03f1befabae4fb58582fcb149eac16","observation_id":"cf78017e-096b-4a88-aafc-1aabe49e036f","resolution":{"observed_at":"2026-08-05T00:46:53.261844Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.249547Z","title":"First Conference on Language Modeling , year=","venue":null,"work_id":"f698deef-1abd-4bb1-a2a4-7dbde430502b","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.872769Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:042c3265d0c208b33c63db4a98d60e0677621d89d85a46006b0654cdc10f0d9b","observation_id":"796b31c1-048d-461f-9ea3-3e8a4efa3a8a","resolution":{"observed_at":"2026-08-05T00:46:53.252602Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.240940Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":"ac420a4c-5a93-4082-a72c-934488d23b84","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.929799Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:2202c06a4b36987d78b5e04a1777d38c48247fdcf4d6d8558f530b846c34794d","observation_id":"a70da193-aab2-465f-bff2-9d5d6d85cd0f","resolution":{"observed_at":"2026-08-05T00:46:53.244037Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.232065Z","title":"Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation , pages=","venue":null,"work_id":"9e99bbe1-6166-4bda-a1ea-354c667de3ea","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.970234Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:b817f28916c6f91aac149c88e37d30eb3fad27c77647512e9963a35e3a2b2f47","observation_id":"3c2340b6-a04a-4dc3-a766-6e4f20e2991f","resolution":{"observed_at":"2026-08-05T00:46:53.235334Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.224597Z","title":null,"venue":null,"work_id":"4ddbb9fa-35f7-4d93-9de8-25f0d98ecc5c","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:47.993863Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:5fc8cba142560ebb79d0aab5f85460b496fa486cb793cb7317fc34f18355e887","observation_id":"10a9d477-34a2-444d-8118-4a685e3472da","resolution":{"observed_at":"2026-08-05T00:46:53.227231Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.216091Z","title":"Findings of the Association for Computational Linguistics: ACL 2024 , pages=","venue":null,"work_id":"bfa0ed5e-1612-46c3-a9e1-edff0d7d1a0f","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.027495Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:272be1ca8c2e702cd08515d151d1f6acbb87ef49d63ffc9a8b630cc95bb5423b","observation_id":"a93d4c72-f735-47ca-b758-5996949de7de","resolution":{"observed_at":"2026-08-05T00:46:53.218964Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.207435Z","title":null,"venue":null,"work_id":"b64c39db-5481-4da5-9576-5681e0f0a83b","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.122610Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:a62d9a3339c04174ccde0dfdc84c69d20cfaaace9ad2a9d4144ef31a0699ce54","observation_id":"879bb8be-191a-45be-939b-13d16346b8c0","resolution":{"observed_at":"2026-08-05T00:46:53.210166Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.198315Z","title":"Quantization Meets Reasoning: Exploring and Mitigating Degradation of Low-Bit","venue":null,"work_id":"e28f30b7-5cb7-4c14-8d59-744dbd73cc03","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.232784Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:3cfe528d87146a34b6cbe29d6e345f69c0c91d6eb78c2f47c40fbb89ca67a82b","observation_id":"93638f42-8f7d-433a-88a6-79ec98da8ddc","resolution":{"observed_at":"2026-08-05T00:46:53.201534Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.188997Z","title":null,"venue":null,"work_id":"f030d04f-a9a5-4a23-9a77-d049a80460ee","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.310925Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:2dcdd7f7cc78da50cb575cccb7b3347e127f913878af86cc6da3c9860eda9d44","observation_id":"c1b32873-f9a2-4e8a-8ac8-4e8810340be6","resolution":{"observed_at":"2026-08-05T00:46:53.192242Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.179298Z","title":"2025 , doi=","venue":null,"work_id":"b4678acc-d40b-498e-9ae0-a1a68f5f8555","year":2025},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.383806Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:db8077e951686520e8f23e9653a30dbeda7f0eaec8ee6e94e940bbd6d7180e5f","observation_id":"ab5723d0-44ba-4855-ae85-6765b0e7270e","resolution":{"observed_at":"2026-08-05T00:46:53.182847Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.170260Z","title":null,"venue":null,"work_id":"e94f8316-53a4-4d3b-a0a4-588d818beef6","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.421884Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:31096807d0e95ba54adc588477d8e71d3e45a681939439a71069eecc70330f93","observation_id":"720b70a4-35e3-4047-8a2a-e1272d2bc8d3","resolution":{"observed_at":"2026-08-05T00:46:53.173374Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:48.455551Z","title":"Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.455551Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:30a6cf6aee670ce51daa260fbcd3d9a3b5252fc8bfee4419b8b5645241994254","observation_id":"b28c86de-9159-4018-b57f-2cd16298b294","resolution":{"observed_at":"2026-08-05T00:46:48.455551Z","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":"2026-08-05T00:46:53.155940Z","title":"International Conference on Learning Representations , year=","venue":null,"work_id":"66095720-16c4-4ad4-be5e-56aa6193a4f8","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.553418Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:4eda243016994b2d191ec0adc58bdb8a288b7a1e5265239d0f1d8b2d76026c8d","observation_id":"209ef746-b86a-4296-8d25-bb65029e29e6","resolution":{"observed_at":"2026-08-05T00:46:53.159030Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.147812Z","title":"Proceedings of the 41st International Conference on Machine Learning , pages=","venue":null,"work_id":"f8ecfc26-f6ef-479b-a560-cd01e7b7084e","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.593569Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:56a0e5b1c89831809f88f02e4206016fa2dab07e3432ca345a4bd19d0b202e36","observation_id":"f368727e-b766-4a8a-9bd2-d2e9da735dec","resolution":{"observed_at":"2026-08-05T00:46:53.150581Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.139096Z","title":null,"venue":null,"work_id":"4e7502c5-8834-4c00-92e2-0a5e929c359f","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.695242Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:71e444d4e2f18e0c9e3f5a41e0e20f132057b3eac75dc464f7b6106303b3b665","observation_id":"2a09202f-408d-4fe1-96f8-c220b8bcedd2","resolution":{"observed_at":"2026-08-05T00:46:53.142107Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.128977Z","title":null,"venue":null,"work_id":"99b40c35-685f-4ee1-993b-6c39fa7a2df0","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.763709Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:c6a7b983a9fc79a8749b0e083d5c3b34981a48076e2296bfa6ef35ff4a77d6ca","observation_id":"8c69c322-daea-4dc3-8d72-8be25e8f8f14","resolution":{"observed_at":"2026-08-05T00:46:53.132771Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.113665Z","title":null,"venue":null,"work_id":"53473b60-edc6-4062-865f-711110eb9555","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.847207Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:ce43c3aed3fb66ba20fc914c9bc7ed26cab47509348c1b413081c2e2a68d3944","observation_id":"6e893800-0e8a-40b4-9ebe-28a4782b99b6","resolution":{"observed_at":"2026-08-05T00:46:53.118837Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.100429Z","title":null,"venue":null,"work_id":"d7c8ba55-b9a6-46cf-b3e2-096a6ee36715","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.925437Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:67b7f8ffd2135e266740c0961df5f2d5f0accf45db687f205bce6083e7c6247a","observation_id":"51102aa9-19fa-4f18-8b32-ba8770d17d65","resolution":{"observed_at":"2026-08-05T00:46:53.105731Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.086990Z","title":null,"venue":null,"work_id":"47150bba-2f60-4f15-93fa-fc9cdb09b491","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:48.997742Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:d42de5074bc9e2c9628a10826f3d7461714656105de04f1101c1ac2bb6c61a6d","observation_id":"9c7ddfc3-e04d-43a9-908d-713d72955af4","resolution":{"observed_at":"2026-08-05T00:46:53.091114Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.073157Z","title":null,"venue":null,"work_id":"1509f3e8-5860-42c0-bba0-caa6eee25d72","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.100605Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:9236195cb53c0a12b1fb30c808b7946f623b6cd932af1f87f1f00607b1915752","observation_id":"30e214fc-2381-4bb8-bfb7-9c8c2793e851","resolution":{"observed_at":"2026-08-05T00:46:53.077587Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.062819Z","title":"Speculative Decoding for","venue":null,"work_id":"81ed5844-3f0c-4ab4-a638-31cf130871f4","year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.166519Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:2304ec07c423f3422c23cceaeed5a791ae1c81c660eeba2b2b0fde959907ab19","observation_id":"4a0074d2-af9c-4b55-a74c-0a7822561b6e","resolution":{"observed_at":"2026-08-05T00:46:53.066147Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:49.421583Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.421583Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:9f8f761f090d80ab258173f3864a2a3eb0f3ff8604b32a2e63bd7fd75a121916","observation_id":"589e86f4-cf0e-443d-9159-69c7fe91f918","resolution":{"observed_at":"2026-08-05T00:46:49.421583Z","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":"2026-08-05T00:46:53.044224Z","title":null,"venue":null,"work_id":"afdbc617-8b38-4d38-895a-0dd7ad1a6233","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.577506Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:7a7f44fc0de47e6b53820046cac46a64215dd6941b0cd18ac630f3eccfcb7f44","observation_id":"79b0963d-d137-499b-be69-cfa7b6338083","resolution":{"observed_at":"2026-08-05T00:46:53.047907Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2108.07732","last_updated":"2021-08-16T03:57:30Z","snapshot_observed_at":"2026-08-02T19:23:53.535075Z","submitted_at":"2021-08-16T03:57:30Z","title":"Program Synthesis with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.07732","snapshot_observed_at":"2026-08-05T00:46:49.667619Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.667619Z"},"links":{"cited_paper":"/paper/2108.07732","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:06889e78eb842456c724c8ec7178b9be3f31c0fdf3adf5e8b1bcb7307f613d6d","observation_id":"4d02772d-c4b7-4b7d-8c81-625e1d2f1151","resolution":{"observed_at":"2026-08-05T00:46:49.667619Z","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":"2026-08-05T00:46:53.034132Z","title":null,"venue":null,"work_id":"734572d2-2235-4bad-a859-00028265a048","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.730788Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:03ed86352793988754c751e0da74d647bc400152bb1b428f0f21ec705b76b7fd","observation_id":"aaf56497-cc7e-4eb5-84c0-2535b64f930d","resolution":{"observed_at":"2026-08-05T00:46:53.037681Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:53.023636Z","title":null,"venue":null,"work_id":"9d6a65a7-ddba-4d5d-b426-282bc7be5538","year":2020},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.767887Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:6b8132cc14046a2866087d15972caca97e3e5ea17021ac43fdc76ff67c297758","observation_id":"000a4a31-add9-431f-815a-1891dc889375","resolution":{"observed_at":"2026-08-05T00:46:53.027487Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.01318","last_updated":"2023-02-02T18:44:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-02T18:44:11Z","title":"Accelerating Large Language Model Decoding with Speculative Sampling","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.01318","snapshot_observed_at":"2026-08-05T00:46:49.876970Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.876970Z"},"links":{"cited_paper":"/paper/2302.01318","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:b5f3a8352601c92a387f1c1b8a68c4653bd32f4fc08a63a10eda5a265c67a179","observation_id":"2176c7ce-8902-4943-b86f-54f14470c6a0","resolution":{"observed_at":"2026-08-05T00:46:49.876970Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.06036","last_updated":"2026-05-28T09:13:25Z","snapshot_observed_at":"2026-08-03T04:09:50.707111Z","submitted_at":"2026-02-05T18:59:30Z","title":"DFlash: Block Diffusion for Flash Speculative Decoding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.06036","snapshot_observed_at":"2026-08-05T00:46:49.945260Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:49.945260Z"},"links":{"cited_paper":"/paper/2602.06036","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:1a5c31c7f30510a20ab7c4e52b156976820b18fb14c7f337b4bc7034eae26a0b","observation_id":"327be69c-b851-4b79-a8ec-7a0424cfe989","resolution":{"observed_at":"2026-08-05T00:46:49.945260Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2107.03374","last_updated":"2021-07-14T17:16:02Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-07-07T17:41:24Z","title":"Evaluating Large Language Models Trained on Code","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.03374","snapshot_observed_at":"2026-08-05T00:46:50.016883Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.016883Z"},"links":{"cited_paper":"/paper/2107.03374","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:fd2584ff39d8210c9be2892aac652526b8e703c2415d9670c0557694db1f46ce","observation_id":"9226f06a-e858-4476-900a-f6610fd1eb8a","resolution":{"observed_at":"2026-08-05T00:46:50.016883Z","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":"2026-08-05T00:46:53.012604Z","title":null,"venue":null,"work_id":"93d1f694-487c-4ae2-8a2b-fde5328cabeb","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.069002Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:28d54d9fb0833b63444e7981258ee72194889cc60a8f4a5c30daea1749ec2656","observation_id":"4fc518a3-aefc-4d49-8bff-909b30061a5c","resolution":{"observed_at":"2026-08-05T00:46:53.016246Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.14168","last_updated":"2021-11-18T00:23:45Z","snapshot_observed_at":"2026-08-07T01:45:38.840969Z","submitted_at":"2021-10-27T04:49:45Z","title":"Training Verifiers to Solve Math Word Problems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.14168","snapshot_observed_at":"2026-08-05T00:46:50.157251Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.157251Z"},"links":{"cited_paper":"/paper/2110.14168","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:3dedf297e352f5dfa2fc34f80cb347f8bdeafbac350d6360f4204a5697607b78","observation_id":"16729946-3a8d-4f88-930f-1f775a69edb4","resolution":{"observed_at":"2026-08-05T00:46:50.157251Z","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":"2026-08-05T00:46:53.002219Z","title":null,"venue":null,"work_id":"edbe2da4-3ec5-4512-af8c-ecd7afdea438","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.219006Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:a5e43e60c62d9a2a2c115bf3db641df781b10b1757fc21a0807d4c78807aa46e","observation_id":"ad11237d-336b-4e40-9dd0-b16324568eeb","resolution":{"observed_at":"2026-08-05T00:46:53.005731Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.991794Z","title":null,"venue":null,"work_id":"d6b82cda-9ad9-43ca-9740-550a80d9970e","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.302903Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:3b0b95034775af6f33793925adf695ddd4d8262f3aef056cad73f748338ee4ca","observation_id":"b3ee3c96-bb9e-49c4-bb50-eff4d785a7f8","resolution":{"observed_at":"2026-08-05T00:46:52.995448Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.982418Z","title":null,"venue":null,"work_id":"8b0f7fba-faea-4c0b-bbfd-f70e13c6bc47","year":2025},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.365908Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:7fb6073c3cecc52ef5865ad6cdd64c5a5c1b6bca804cf5d9ad903f0e6289c2d6","observation_id":"6e22c6e5-3026-47d9-ba93-5a3a50f5a937","resolution":{"observed_at":"2026-08-05T00:46:52.985692Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.972888Z","title":null,"venue":null,"work_id":"5cadf3d1-166c-4dfd-98e6-c6131fff59ca","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.408784Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:298e4950ce1dd25ad63a4e6d9fe77def55db7c1e823e301d4939d687c46d1492","observation_id":"6aab2b7b-b439-45f3-b748-3a2f39b78d03","resolution":{"observed_at":"2026-08-05T00:46:52.976232Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.962863Z","title":null,"venue":null,"work_id":"ee816221-6962-4e32-be5b-6e65cace7fdb","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.457063Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:4e4f3d473733ca44eb89a3a4957709cc1190203990858981bf34b471d720e0ac","observation_id":"26cda828-9448-4995-92b6-ee178a5be97f","resolution":{"observed_at":"2026-08-05T00:46:52.966355Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.952799Z","title":"T.; Gabel, M.; Su, Z.; and Devanbu, P","venue":null,"work_id":"ab9db842-625b-4a00-b619-040c737da1de","year":2012},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.520824Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:6407a969b24c9a04f70e9e5068501db16f1fc4a3157214b72f3172a526399ec4","observation_id":"4ab78d99-d716-4d75-9f84-817df732df6a","resolution":{"observed_at":"2026-08-05T00:46:52.956387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.29707","last_updated":"2026-05-28T10:07:44Z","snapshot_observed_at":"2026-08-02T05:37:29.736109Z","submitted_at":"2026-05-28T10:07:44Z","title":"Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.29707","snapshot_observed_at":"2026-08-05T00:46:50.531774Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.531774Z"},"links":{"cited_paper":"/paper/2605.29707","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:1cf7aab30108899ba26a119a108e6f1576f06c9e5f440a175fb1b67b22fbc537","observation_id":"759a0e46-3b58-4fc8-9bc9-79349ea98d7b","resolution":{"observed_at":"2026-08-05T00:46:50.531774Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.19715","last_updated":"2025-07-11T01:33:18Z","snapshot_observed_at":"2026-07-06T18:22:27.156635Z","submitted_at":"2024-05-30T05:49:38Z","title":"SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.19715","snapshot_observed_at":"2026-08-05T00:46:50.594481Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.594481Z"},"links":{"cited_paper":"/paper/2405.19715","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:833577669d9dc1273a88eeb98fd3d333cb66a12fb641d21bc8bcf7db500fb7cd","observation_id":"ed2acbdb-2449-4422-b872-65951c8bdd8f","resolution":{"observed_at":"2026-08-05T00:46:50.594481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.07974","last_updated":"2024-06-06T17:41:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-03-12T17:58:04Z","title":"LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.07974","snapshot_observed_at":"2026-08-05T00:46:50.653732Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.653732Z"},"links":{"cited_paper":"/paper/2403.07974","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:ae6e84885632642bbb4d94fbe934a83a32e63ae4ce4e59e317f2c60e3682c2e9","observation_id":"2d63b202-676a-42db-9bdf-39952dd30baa","resolution":{"observed_at":"2026-08-05T00:46:50.653732Z","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":"2026-08-05T00:46:52.941835Z","title":null,"venue":null,"work_id":"1b067883-e8b4-4c77-81b6-740e5f065711","year":2023},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.739721Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:5d0b2afc77e63dea360f1a8e9079cd4f4a47d78237a748b714376bb1c905862e","observation_id":"e266db03-ac39-4218-a4b4-48de14aef9d3","resolution":{"observed_at":"2026-08-05T00:46:52.945796Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.931704Z","title":null,"venue":null,"work_id":"489694c7-9274-42ee-a7fa-ba3e70167a68","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.791920Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:c667e439044caf3903ec50bc93356bb97a66343f988423b7bf56514986d886ff","observation_id":"020afea5-b3fa-472d-b5f3-991b1b6f5693","resolution":{"observed_at":"2026-08-05T00:46:52.934989Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.01840","last_updated":"2025-04-23T07:08:17Z","snapshot_observed_at":"2026-07-06T20:45:55.263034Z","submitted_at":"2025-03-03T18:59:04Z","title":"EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.01840","snapshot_observed_at":"2026-08-05T00:46:50.885014Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.885014Z"},"links":{"cited_paper":"/paper/2503.01840","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:0e8cb54e070602d82ca251f72751f4f366dadf81415766412918e824fbdf6f00","observation_id":"9b35b8d1-35b7-4420-b5ed-0b9f6d9c3510","resolution":{"observed_at":"2026-08-05T00:46:50.885014Z","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":"2026-08-05T00:46:52.922009Z","title":null,"venue":null,"work_id":"597ee656-ea35-46de-9b5b-21672c943068","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:50.971354Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:20c503780e1f65b451b1d0b570f6f0ec25bc15b2897f776555a89975b5f13d06","observation_id":"30336baa-13c5-4c1a-9804-39905cfdbc19","resolution":{"observed_at":"2026-08-05T00:46:52.925421Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.911595Z","title":null,"venue":null,"work_id":"d7c14a5d-9aa5-432e-8779-5dcf3e7a4bc3","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.052104Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:24eb9e9f5a74edf159c616c620fa9a1ea636fd706ca83ae3d7825eee6c44081e","observation_id":"236b3c6e-15de-43d5-9fd5-6a8470563915","resolution":{"observed_at":"2026-08-05T00:46:52.915007Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:51.116079Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.116079Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:081120638f5afe6b598c612902fbf0ed329006da450bb13384e2689f8f58e1da","observation_id":"b85453f8-90ee-4973-a9e0-0ef3e13d7243","resolution":{"observed_at":"2026-08-05T00:46:51.116079Z","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":"2026-08-05T00:46:52.900145Z","title":null,"venue":null,"work_id":"aecba743-3f13-4445-afe2-96bd8dd2c03a","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.189928Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:dfff3f235f61a61c014a1c7d24b4ea461493050fc43a8b1b2c89959edc6e960f","observation_id":"1ce8bb6d-75f8-48f8-a5c7-b5a1d101f5f8","resolution":{"observed_at":"2026-08-05T00:46:52.904244Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.880528Z","title":null,"venue":null,"work_id":"c7ebe32b-9c3b-4d3f-bcbd-d2140977d903","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.232252Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:1d449c049a85fac2478c473820329c8112e199356f7524f6aae8dcb7ef7babb7","observation_id":"0a8feb58-deac-41f6-8b24-5b2f40c5a74f","resolution":{"observed_at":"2026-08-05T00:46:52.883406Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.870763Z","title":null,"venue":null,"work_id":"d09dacdc-b5a4-4a30-aa43-2a8a192ea0d0","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.268944Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:6b96c50e3b21860e59c2748197519917db7a654eddd419d98bc4453a3555338d","observation_id":"cb9edd7d-475f-45eb-ad79-a1b0a451903d","resolution":{"observed_at":"2026-08-05T00:46:52.873968Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.07243","last_updated":"2026-05-21T16:49:20Z","snapshot_observed_at":"2026-07-06T23:19:35.885430Z","submitted_at":"2026-05-08T04:59:48Z","title":"SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting","version":2},"cited_work":{"arxiv_id":"2605.07243","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.07243","snapshot_observed_at":"2026-08-05T00:46:52.432048Z","title":"SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting","venue":"cs.CL","work_id":"6239fa4b-6c0d-4cf3-bbee-3727f1b54581","year":2026},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.339815Z"},"links":{"cited_paper":"/paper/2605.07243","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:bd5b86617636d5a9b17b2b222f224584df07f973c136eeb701255c323ca319b3","observation_id":"ec71fb64-8b58-4d5f-81a4-58c6b531271c","resolution":{"observed_at":"2026-08-05T00:46:52.527374Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.861346Z","title":null,"venue":null,"work_id":"5633d4a9-3d89-4886-a822-867b7cedb568","year":2018},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.400687Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:cc78acdd9a1b90b2cd54c5c8b39c59a91ac43b7940fb514c68b2de11a0528090","observation_id":"f89e2f3d-228b-4f48-8554-3c3a418af5b2","resolution":{"observed_at":"2026-08-05T00:46:52.864358Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.851095Z","title":"T.; Ro, J","venue":null,"work_id":"01a68844-a1c8-470e-bb17-22cba8bd4111","year":2023},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.462361Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:4682bc64358fe4958972fa06bd6130563e13c743a0cd333d3116cc99583fd3bb","observation_id":"11884b6a-cd23-4913-9d92-3e30450e4f88","resolution":{"observed_at":"2026-08-05T00:46:52.855194Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.841739Z","title":null,"venue":null,"work_id":"3fbe1753-f671-40ff-96f7-cf37a845d43e","year":2025},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.537843Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:815e9e0f1696b3972591dd6553727cdd89b4698cead7857e44c07e4bc82b8b64","observation_id":"53455f82-1fa7-486b-9970-300acb0d7cc7","resolution":{"observed_at":"2026-08-05T00:46:52.844823Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.830598Z","title":null,"venue":null,"work_id":"5456dde7-c1c3-43e1-ad7d-e64ed4002812","year":2023},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.567695Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:e9a977707e64705849df9bce21c1f0f4825d2a0732eee9de6a98126c0751e41e","observation_id":"27a5498f-b707-4e57-b73d-d0fcaafe1f57","resolution":{"observed_at":"2026-08-05T00:46:52.833878Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.11744","last_updated":"2024-10-15T16:21:15Z","snapshot_observed_at":"2026-07-06T19:33:57.090585Z","submitted_at":"2024-10-15T16:21:15Z","title":"DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.11744","snapshot_observed_at":"2026-08-05T00:46:51.629742Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.629742Z"},"links":{"cited_paper":"/paper/2410.11744","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:b31653dfdd52861aff333f3399fbe50843aec37e42f16f94065a118303bf3138","observation_id":"d60e9140-553b-4961-88ea-8774487cfcb1","resolution":{"observed_at":"2026-08-05T00:46:51.629742Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.14153","last_updated":"2025-03-18T11:21:53Z","snapshot_observed_at":"2026-08-04T01:03:09.110137Z","submitted_at":"2025-03-18T11:21:53Z","title":"Speculative Decoding for Verilog: Speed and Quality, All in One","version":1},"cited_work":{"arxiv_id":"2503.14153","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.14153","snapshot_observed_at":"2026-08-05T00:46:52.252538Z","title":"Speculative Decoding for Verilog: Speed and Quality, All in One","venue":"cs.LG","work_id":"d18c7c03-ca4f-49b8-b31b-83e78b1601ec","year":2025},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.709066Z"},"links":{"cited_paper":"/paper/2503.14153","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:581b779ed6571deea5caf4be810a97172a693f7d397ce37608b61ac36f2696d2","observation_id":"3eb44d2d-ba47-453f-a056-06b66dfb40fd","resolution":{"observed_at":"2026-08-05T00:46:52.326530Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01528","last_updated":"2025-02-05T03:17:28Z","snapshot_observed_at":"2026-08-06T08:29:38.269127Z","submitted_at":"2024-02-02T16:15:24Z","title":"Decoding Speculative Decoding","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01528","snapshot_observed_at":"2026-08-05T00:46:51.729950Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.729950Z"},"links":{"cited_paper":"/paper/2402.01528","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:1a56c251929c5e41fceac7273c1402c31e86b60b2f0575cb8fb36e2730180924","observation_id":"653a2b57-60f2-4a21-9b8b-5bf7e2295331","resolution":{"observed_at":"2026-08-05T00:46:51.729950Z","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":"2026-08-05T00:46:52.820441Z","title":null,"venue":null,"work_id":"000d6744-3886-4822-96a4-b4f95905ceb1","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.856872Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:2cdeb3865500d7e006be55acdc7936badb6cab4dad60550ad6e4a249c9e8cb29","observation_id":"8a89f797-e18c-47cb-b749-87590d4cf643","resolution":{"observed_at":"2026-08-05T00:46:52.823587Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-05T00:46:52.810526Z","title":null,"venue":null,"work_id":"fcdd0948-2b31-4f04-826a-0b8c835143b4","year":2025},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:51.926413Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:5e1bb83d628a94e09ddb648012dd0e1bcfb3620c39358b151ec2ab1dbfaa252c","observation_id":"d079bace-4b32-4a22-a871-6039c194e817","resolution":{"observed_at":"2026-08-05T00:46:52.813841Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.18910","last_updated":"2024-12-25T13:57:33Z","snapshot_observed_at":"2026-08-04T21:01:27.776015Z","submitted_at":"2024-12-25T13:57:33Z","title":"AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18910","snapshot_observed_at":"2026-08-05T00:46:52.038602Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:52.038602Z"},"links":{"cited_paper":"/paper/2412.18910","citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:28b62439682004f9d17921fe7d87a04d5bf2d1e6f8d0a219df14b0e051348987","observation_id":"59a2ae35-4816-471e-9855-418fa1ac45b1","resolution":{"observed_at":"2026-08-05T00:46:52.038602Z","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":"2026-08-05T00:46:52.797018Z","title":"S.; Menon, A","venue":null,"work_id":"896beff6-8ab4-4a64-9971-e24bd06f6528","year":2024},"citing_paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-05T00:46:52.088954Z"},"links":{"citing_paper":"/paper/2608.00531"},"observation_digest":"sha256:228cd78ce2b20602a8082557062912ff8dbb1d66385784304ec00f060bf141da","observation_id":"05df1020-557c-4898-86a6-c68d1488b627","resolution":{"observed_at":"2026-08-05T00:46:52.802748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.00531","last_updated":"2026-08-01T08:43:34Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-07T01:33:20.966288Z","submitted_at":"2026-08-01T08:43:34Z","title":"CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding"},"reference_resolution":{"displayed":76,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":52,"verified_exact":2,"verified_fuzzy":22},"total_outbound_references":76},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2608.00531."}