{"as_of":"2026-08-13T16:47:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:312145e62906ceb71913a772dd33c3a389ebd4066557d66e25e146eabbf844aa","coverage":[{"denominator":53,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":53,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T12:04:30.348421Z","state":"measured"},{"denominator":54,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":54,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T04:53:58.159122Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-07T04:53:58.953776Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"cited_work":{"arxiv_id":"2501.10388","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.10388","snapshot_observed_at":"2026-08-07T04:53:58.953776Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","venue":"cs.CY","work_id":"1bc4ddde-bce8-4b1a-8844-71a0797887a7","year":2024},"citing_paper":{"arxiv_id":"2506.09335","last_updated":"2025-06-11T02:28:05Z","snapshot_observed_at":"2026-08-12T06:24:00.342180Z","submitted_at":"2025-06-11T02:28:05Z","title":"Intelligent System of Emergent Knowledge: A Coordination Fabric for Billions of Minds","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:58.159122Z"},"links":{"cited_paper":"/paper/2501.10388","citing_paper":"/paper/2506.09335"},"observation_digest":"sha256:10d7b275ece08b7d75387beac2e8c1cc4b609310d4760feffd4f8fb73d0ca44f","observation_id":"41acccff-4880-480d-b570-02dce93575f4","resolution":{"observed_at":"2026-08-07T04:53:59.019371Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2501.10388/citation-record","integrity":"/paper/2501.10388/integrity","json":"/paper/2501.10388/citation-record.json","paper":"/paper/2501.10388"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"1910.02181","last_updated":"2019-10-05T00:19:36Z","snapshot_observed_at":"2026-08-12T19:12:30.277953Z","submitted_at":"2019-10-05T00:19:36Z","title":"To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.02181","snapshot_observed_at":"2026-08-11T12:04:30.085195Z","title":"To react or not to react: End-to-end visual pose forecasting for personalized avata r during dyadic conversations","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.085195Z"},"links":{"cited_paper":"/paper/1910.02181","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:af733a92dc9260f96d3c785c5b68da622e1a7433f7fd78e29c0318c4034511de","observation_id":"06c776da-9471-4b5d-9f38-345ebe55d7ab","resolution":{"observed_at":"2026-08-11T12:04:30.085195Z","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":"2026-08-11T12:04:31.446061Z","title":"Brian Arthur","venue":null,"work_id":"5bea8585-d8f0-4cc4-a3c4-468be12e483e","year":2009},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.091151Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:95af8073595e3a517f2cd655b91bcec7af30e0a02ed76f0bed7274c42c6508fd","observation_id":"001c2144-6088-4274-aedc-2ad80c12c708","resolution":{"observed_at":"2026-08-11T12:04:31.450861Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1705.09406","last_updated":"2017-08-01T17:39:39Z","snapshot_observed_at":"2026-08-12T19:11:32.698265Z","submitted_at":"2017-05-26T01:35:31Z","title":"Multimodal Machine Learning: A Survey and Taxonomy","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1705.09406","snapshot_observed_at":"2026-08-11T12:04:30.096172Z","title":"multimodal machine learning: A survey and taxonomy","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.096172Z"},"links":{"cited_paper":"/paper/1705.09406","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:20ce97d03df9deece5fdb38ccd33d9415aa6f006b0044d9746ac287faa552e2a","observation_id":"491be114-c9ef-40b6-a73d-4d2eea18b92f","resolution":{"observed_at":"2026-08-11T12:04:30.096172Z","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":"abs/9510101","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:04:30.927911Z","title":"Bengio and P","venue":null,"work_id":"9622e8c6-1dd9-4079-a6d8-80561f1d88cd","year":1995},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.101229Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:aaaba27648dd0a3aaed14ab7fe06b57531537ea44e08f9d86e25613fa07ddcb6","observation_id":"646e2dad-4412-4d1d-9925-c279d4adbd6a","resolution":{"observed_at":"2026-08-11T12:04:30.937375Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1209.5111","last_updated":"2012-09-23T20:59:41Z","snapshot_observed_at":"2026-08-02T04:27:51.503717Z","submitted_at":"2012-09-23T20:59:41Z","title":"Making a Science of Model Search","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1209.5111","snapshot_observed_at":"2026-08-11T12:04:30.105869Z","title":"Bergstra, D","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.105869Z"},"links":{"cited_paper":"/paper/1209.5111","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:e15469cd8ac6f82393df1f7b3f36dd35e8eaa4303d626d0c1c8db79f82f9542d","observation_id":"5c1233a8-16c8-4053-80fd-3d081dd83e75","resolution":{"observed_at":"2026-08-11T12:04:30.105869Z","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":"2026-08-11T12:04:31.431157Z","title":"Superintelligence: Paths, Dangers, Strategies","venue":null,"work_id":"568b2e41-ddef-4fe2-980b-868059b3157a","year":2014},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.111459Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:4aec6d1ca36ce84d26b39e47570b40df2702964de9b5fe4280249149ac28a645","observation_id":"11deba61-469a-4193-a648-c4814ab3ff6e","resolution":{"observed_at":"2026-08-11T12:04:31.435966Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1711.08378","last_updated":"2017-11-22T16:35:29Z","snapshot_observed_at":"2026-07-06T06:10:47.944344Z","submitted_at":"2017-11-22T16:35:29Z","title":"Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017","version":1},"cited_work":{"arxiv_id":"1711.08378","doi":null,"metadata_source":"pith","pith_arxiv_id":"1711.08378","snapshot_observed_at":"2026-08-11T12:04:30.748065Z","title":"Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017","venue":"cs.AI","work_id":"d0df3311-97a0-4a21-a9d1-597ab9d04fed","year":2017},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.116956Z"},"links":{"cited_paper":"/paper/1711.08378","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:d1ed37f2fbba83ff5729e206a2203cb8ff338f3d154ddfdfe3a90c5972c2a59b","observation_id":"467e10c7-c980-4ee0-ad4a-793090aa8744","resolution":{"observed_at":"2026-08-11T12:04:30.753662Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.14165","last_updated":"2020-07-22T19:47:17Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2020-05-28T17:29:03Z","title":"Language Models are Few-Shot Learners","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2005.14165","snapshot_observed_at":"2026-08-11T12:04:30.122120Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.122120Z"},"links":{"cited_paper":"/paper/2005.14165","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:4a29f65491a129c0835d19686fc1c2df591d5635be508d29c7f1201f0acd8918","observation_id":"773d1994-b711-483d-af71-d51ac26f5b23","resolution":{"observed_at":"2026-08-11T12:04:30.122120Z","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":"2026-08-11T12:04:31.415640Z","title":"Race against the machine: How the digital revolution is acce lerating innovation, driving productivity, and irreversibly trans forming employment and the economy","venue":null,"work_id":"d2cbb1a2-8d4d-4c5a-a3b5-f98e69554bc2","year":2011},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.127088Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:3ea72af78e296f8bd2ec58cab0260fe8c72d152ab849c6081517292db166e0bd","observation_id":"33c9a0d9-97c7-4369-a7ad-b95e4db18307","resolution":{"observed_at":"2026-08-11T12:04:31.421156Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.398604Z","title":"The Second Machine Age: W ork, Progress, and Prosperity in a Time of Brilliant T echnologies","venue":null,"work_id":"3d37b17b-24c1-4aee-85d7-03fb1854ef2b","year":2014},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.131918Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:265b79933aa4a79fcf53c40122865fe3dd14daf1ab9f0cf185c130681dc938c0","observation_id":"a3c03904-80c5-4e68-bf39-1e4044f6214e","resolution":{"observed_at":"2026-08-11T12:04:31.403762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.383884Z","title":"The laws of identity","venue":null,"work_id":"21d7b068-55a2-4b4a-9d39-4462661c243f","year":2005},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.137008Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:b29b0be4d5899c9de905b923e7b635abb56a30f470246a47f89f841d4d2364c2","observation_id":"5697206b-c577-46a3-8451-bef559003dc8","resolution":{"observed_at":"2026-08-11T12:04:31.388651Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.368180Z","title":"mastering the gam e of go with deep neural networks and tree search","venue":null,"work_id":"ed94adcd-d647-4d1d-958f-2ee7123c0b22","year":null},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.141714Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:7d098731b72441df7b2bdbf05132c2936593c37c3f1db43e04256569dc0c6666","observation_id":"2c95697b-391b-4135-8e13-fc6c99772ce5","resolution":{"observed_at":"2026-08-11T12:04:31.373151Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.351648Z","title":"Tool loop – claudette, 2024","venue":null,"work_id":"eb14c5cc-f9d9-4ecf-b87f-57d1201e4a0d","year":2024},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.151348Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:f49c3e4570d51e95ae674ea4111add12e166d5060f4c3622c450aba83ba09e4b","observation_id":"09b4f7c6-4101-4147-b876-2e209764ea7e","resolution":{"observed_at":"2026-08-11T12:04:31.357150Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.331802Z","title":"Windsurf: Codeium’s AI-Powered Code Generat ion, 2024","venue":null,"work_id":"3b179637-bf28-4c22-8a13-84bb4b73a330","year":2024},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.155846Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:00b8840fefc143551d139a4aa1272e69487e0f46448bc2c370826e05cc744933","observation_id":"aec22030-46d5-4cff-a338-fb44a2b8af19","resolution":{"observed_at":"2026-08-11T12:04:31.337957Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.315895Z","title":"Cursor: The AI-Powered Code Editor, 2024","venue":null,"work_id":"e46d749d-b44a-4670-99f2-56fdf9a5b161","year":2024},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.160360Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:312f6b5185a4547203e4f6fa1d6721d335b8caed14762bd02f5062644576edc9","observation_id":"d27eab22-9085-4a3f-b6c1-10d775485231","resolution":{"observed_at":"2026-08-11T12:04:31.321151Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.298673Z","title":"Human-computer interaction, volume 1","venue":null,"work_id":"943ad62b-e83e-468c-9306-04e407110aff","year":2004},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.164747Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:1aee42633bfd8f52982c10d6f89ead9c2e9a25670d0e357276d627bca8b03139","observation_id":"73e40fe4-ba19-4ecc-a670-48591f6b3e11","resolution":{"observed_at":"2026-08-11T12:04:31.305170Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.279822Z","title":"The sybil attack","venue":null,"work_id":"7f06f077-d832-480a-9688-91a9edf3eff4","year":2002},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.169017Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:23f7be3fda5cf9f2cc491ba741b055a05fbe4aea64c90b5655d7d4aa64faa00b","observation_id":"c35fc1d9-fba2-4657-ac1d-08d26968a7ca","resolution":{"observed_at":"2026-08-11T12:04:31.285143Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.262693Z","title":"Survey: The ai wave continues to grow on softwar e development teams - the github blog, 2024","venue":null,"work_id":"bdaf1147-bfb8-499f-a1a2-517f740b0901","year":2024},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.174116Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:b9a79da91ad7479869471bce0245263b7ba0f301fbd5d0a6ab6f5b46d3ede103","observation_id":"5786e6a8-7669-4a56-b14c-48d77bb3093a","resolution":{"observed_at":"2026-08-11T12:04:31.268502Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.242447Z","title":"GitHub Copilot: Y our AI Pair Programmer, 2 024","venue":null,"work_id":"a0e065e7-a982-46a3-a59d-163869e694bd","year":2024},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.178673Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:a4fdfdf1dda573a125f12d382bbafa9acd46425955ec85b8f126c797b5acd5b7","observation_id":"34c24d35-3eae-4c14-8a4c-400349dba0cc","resolution":{"observed_at":"2026-08-11T12:04:31.249007Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1307.0414","last_updated":"2013-07-01T15:53:22Z","snapshot_observed_at":"2026-07-06T03:17:09.663659Z","submitted_at":"2013-07-01T15:53:22Z","title":"Challenges in Representation Learning: A report on three machine learning contests","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1307.0414","snapshot_observed_at":"2026-08-11T12:04:30.183507Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.183507Z"},"links":{"cited_paper":"/paper/1307.0414","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:37a56ec8dac67933fc7076ca690a5273dc7389e035a37d606342b763d0518801","observation_id":"d3d24d3e-006f-4a72-bc00-aca865b1d02e","resolution":{"observed_at":"2026-08-11T12:04:30.183507Z","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":"2026-08-11T12:04:31.222544Z","title":"Digital infrastructure","venue":null,"work_id":"d3f0263f-d0a6-41f4-8860-84f93e70c1ed","year":2019},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.188621Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:43decc7d138dea7e34d372f02b5f142814a9d2bf7e588ea93bf0013416b63f6e","observation_id":"17f35624-91d4-4af3-b1b0-031477694295","resolution":{"observed_at":"2026-08-11T12:04:31.227590Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.206595Z","title":"The future of payment systems","venue":null,"work_id":"77a1fc1e-1401-456d-83e4-799ffe67fe66","year":2008},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.193542Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:44fd89393ca37ad699ebb20f3756aa12af1239eb35dbac97f26dc064cd452ace","observation_id":"468e7680-8fac-4372-860f-0dfe497e5734","resolution":{"observed_at":"2026-08-11T12:04:31.211308Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.190007Z","title":null,"venue":null,"work_id":"1e321dfd-14fa-407b-b92e-04e6c99194ba","year":1945},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.198716Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:0e2acadd8fa6fb8c16e3db49400e9df4f0ab5ebd3fe08ff44a82eb65cd288362","observation_id":"1c7a777a-7c03-402b-853a-ac422c57bf7f","resolution":{"observed_at":"2026-08-11T12:04:31.195324Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.03374","last_updated":"2020-05-07T10:48:51Z","snapshot_observed_at":"2026-08-07T22:14:57.566257Z","submitted_at":"2020-05-07T10:48:51Z","title":"Playing Minecraft with Behavioural Cloning","version":1},"cited_work":{"arxiv_id":"2005.03374","doi":null,"metadata_source":"pith","pith_arxiv_id":"2005.03374","snapshot_observed_at":"2026-08-11T12:04:30.668230Z","title":"Playing Minecraft with Behavioural Cloning","venue":"cs.AI","work_id":"db035139-9095-4a12-a7ee-ad658ff4b303","year":2020},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.203511Z"},"links":{"cited_paper":"/paper/2005.03374","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:fc088c367d86928ac6b555b9d9a54ff3357b119b05771b6ddd3f055d061e2db2","observation_id":"953214bd-ea0e-4a94-acdc-f8f99d2fd68e","resolution":{"observed_at":"2026-08-11T12:04:30.674789Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.173536Z","title":"General characterization of agents by states they visit","venue":null,"work_id":"26d50ed4-82c1-492a-9f00-f7183c96f1d7","year":null},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.208282Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:b2a56496a32b8596a9a966ecb5e6d7aecb28e3eece39846f2ac14614d1243432","observation_id":"0c0eeadc-ed07-417d-88a7-efa952ec2f72","resolution":{"observed_at":"2026-08-11T12:04:31.178670Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.157672Z","title":"Action space shaping in deep reinforcement learning","venue":null,"work_id":"861dcae9-4bbd-4fb1-b6b1-d517fa8e1363","year":null},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.218105Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:fccf324503c15c8abdce214ad89fcec2a0d322a94323b582895df1574dda884d","observation_id":"a71fc486-96a1-470a-b02d-1832e5b739ca","resolution":{"observed_at":"2026-08-11T12:04:31.162669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2001.08361","last_updated":"2020-01-23T03:59:20Z","snapshot_observed_at":"2026-07-06T08:52:12.656082Z","submitted_at":"2020-01-23T03:59:20Z","title":"Scaling Laws for Neural Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2001.08361","snapshot_observed_at":"2026-08-11T12:04:30.232626Z","title":"Brow n, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.232626Z"},"links":{"cited_paper":"/paper/2001.08361","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:b83cc9ade1fb45ce6e3f5aec65442eaef96b49cf4e8dfedfd869207a0c6d2d4f","observation_id":"b9b425bc-40c6-4d5a-b71d-3bd42324d2e8","resolution":{"observed_at":"2026-08-11T12:04:30.232626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2004.00980","last_updated":"2020-05-26T09:25:59Z","snapshot_observed_at":"2026-08-10T01:49:19.853672Z","submitted_at":"2020-04-02T13:25:55Z","title":"Action Space Shaping in Deep Reinforcement Learning","version":2},"cited_work":{"arxiv_id":"2004.00980","doi":null,"metadata_source":"pith","pith_arxiv_id":"2004.00980","snapshot_observed_at":"2026-08-11T12:04:30.623037Z","title":"Action Space Shaping in Deep Reinforcement Learning","venue":"cs.AI","work_id":"98d258fa-b08a-46a8-ae1d-29863db96c8c","year":2020},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.223383Z"},"links":{"cited_paper":"/paper/2004.00980","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:36e7b852f96fec49d445834a71650425b4af22fc99b43bd0dd2e4989b9dade74","observation_id":"8cd9c805-5731-41b4-9596-d43a5f41ee06","resolution":{"observed_at":"2026-08-11T12:04:30.628431Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2208.08080","last_updated":"2022-08-17T05:30:18Z","snapshot_observed_at":"2026-08-13T14:44:09.862947Z","submitted_at":"2022-08-17T05:30:18Z","title":"Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2208.08080","snapshot_observed_at":"2026-08-11T12:04:30.241775Z","title":"Multi- modal lecture presentations dataset: Understanding multi modality in educational slides","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.241775Z"},"links":{"cited_paper":"/paper/2208.08080","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:37c9b2f96e584c86f8b56b54ace51e884f3af445f603586c53937877366fb466","observation_id":"2ce31e43-34ee-4cd4-b8d6-671f40c26f7e","resolution":{"observed_at":"2026-08-11T12:04:30.241775Z","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":"2026-08-11T12:04:31.142654Z","title":"Automating code review activities by large-scale pre-training,","venue":null,"work_id":"8573b36b-f9c8-4265-86c3-fdce2cb3e422","year":null},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.246543Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:c1c05762564d306948f049f5a6dcf021dbfa2777e75eac3929aa8eec45f5f972","observation_id":"efd03a03-244f-44d1-a4a4-31c69a3f1d4d","resolution":{"observed_at":"2026-08-11T12:04:31.147592Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1905.00741","last_updated":"2020-03-23T11:39:51Z","snapshot_observed_at":"2026-08-13T07:17:14.297176Z","submitted_at":"2019-05-02T13:42:51Z","title":"From Video Game to Real Robot: The Transfer between Action Spaces","version":2},"cited_work":{"arxiv_id":"1905.00741","doi":null,"metadata_source":"pith","pith_arxiv_id":"1905.00741","snapshot_observed_at":"2026-08-11T12:04:30.585128Z","title":"From Video Game to Real Robot: The Transfer between Action Spaces","venue":"cs.LG","work_id":"8eb14c76-ceb5-4426-94e0-19cb3f050d3e","year":2019},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.237038Z"},"links":{"cited_paper":"/paper/1905.00741","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:4d733a4bc500c5d6318ce9406182c7bd9499cf2c89e558e64923080e29b47ffe","observation_id":"5fa8f226-efe8-4b2e-b15f-28266c1634bb","resolution":{"observed_at":"2026-08-11T12:04:30.590600Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.112302Z","title":"Handbook of collective intelligence","venue":null,"work_id":"7131f699-8dc6-4da7-8ed9-f1f80dbfe925","year":2022},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.261215Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:e9d38ad3dae9475ee300c2b82f3d11a815d0b9cd27e3227681dd0b2be91d31c9","observation_id":"2fb8333a-0fe0-49f1-882c-7b7b0506b996","resolution":{"observed_at":"2026-08-11T12:04:31.117381Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1801.00631","last_updated":"2018-01-02T12:49:35Z","snapshot_observed_at":"2026-08-07T12:12:33.235667Z","submitted_at":"2018-01-02T12:49:35Z","title":"Deep Learning: A Critical Appraisal","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1801.00631","snapshot_observed_at":"2026-08-11T12:04:30.265356Z","title":"Deep learning: A critical appraisal","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.265356Z"},"links":{"cited_paper":"/paper/1801.00631","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:ca22ab7938d50306683c9fbc3d7b5145958a5dc68646a863a1ea868d4abd9773","observation_id":"bd80b854-4a24-4e25-b194-1ff9683e729b","resolution":{"observed_at":"2026-08-11T12:04:30.265356Z","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":"2026-08-11T12:04:31.096468Z","title":"Cloud computing: theory and practice","venue":null,"work_id":"522dade6-08f1-46df-a0eb-4a14d5692e5c","year":2022},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.272017Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:d7b9d7fc470c6fbedd986bbcaeea536a642888e228cc948a9ad4163e4e1135a2","observation_id":"a79d2e83-3cd0-43d4-a26e-aa343c8c9bb5","resolution":{"observed_at":"2026-08-11T12:04:31.101392Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.127846Z","title":"Advances in Financial Machine Learning","venue":null,"work_id":"83d33c95-1bfa-4837-b906-4b1a438feb51","year":2018},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.256968Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:ba9b6570ffed373d7484bb8d46ee4f53d2292d5bf98a366c4d66c41319dcb888","observation_id":"36834330-6065-4466-9818-f83e8a9b6938","resolution":{"observed_at":"2026-08-11T12:04:31.132607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1312.5602","last_updated":"2013-12-19T16:00:08Z","snapshot_observed_at":"2026-08-12T14:28:10.961989Z","submitted_at":"2013-12-19T16:00:08Z","title":"Playing Atari with Deep Reinforcement Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1312.5602","snapshot_observed_at":"2026-08-11T12:04:30.287443Z","title":"playing atari with deep reinf orcement learning","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.287443Z"},"links":{"cited_paper":"/paper/1312.5602","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:86211a89511c6aa74871374636b3aa6b18a6e5cfb614524eecb1c1e71d691a01","observation_id":"97cfac09-3b4d-4bed-a367-6b6dc1ddcc2e","resolution":{"observed_at":"2026-08-11T12:04:30.287443Z","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":"2026-08-11T12:04:31.079317Z","title":"Algorithmic game theory","venue":null,"work_id":"f1948a6b-5bef-45f4-b350-ffc84bde86ee","year":2007},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.292268Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:9ac5fa254a50522ac9033ea9c2b020fb6595ca91bccbea65dccd603063d6b7db","observation_id":"f1147809-cfbc-48da-8796-9c4b7499ef3c","resolution":{"observed_at":"2026-08-11T12:04:31.085388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2301.05339","last_updated":"2023-04-10T09:11:59Z","snapshot_observed_at":"2026-08-13T13:05:00.989227Z","submitted_at":"2023-01-13T00:20:05Z","title":"A Comprehensive Review of Data-Driven Co-Speech Gesture Generation","version":4},"cited_work":{"arxiv_id":"2301.05339","doi":null,"metadata_source":"pith","pith_arxiv_id":"2301.05339","snapshot_observed_at":"2026-08-11T12:04:30.471361Z","title":"A Comprehensive Review of Data-Driven Co-Speech Gesture Generation","venue":"cs.GR","work_id":"ab3f2208-ed32-4d43-8a1c-f91f81ab9889","year":2023},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.296972Z"},"links":{"cited_paper":"/paper/2301.05339","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:7a3cb39029c50be90e07b4126386efb60c501c58429c8b39a5cca3ae0dd2116c","observation_id":"029960dd-fad5-40c3-b2af-d15acd6445ef","resolution":{"observed_at":"2026-08-11T12:04:30.478606Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.02405","last_updated":"2023-12-05T00:29:44Z","snapshot_observed_at":"2026-08-13T16:43:08.781776Z","submitted_at":"2023-12-05T00:29:44Z","title":"BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks","version":1},"cited_work":{"arxiv_id":"2312.02405","doi":null,"metadata_source":"pith","pith_arxiv_id":"2312.02405","snapshot_observed_at":"2026-08-11T12:04:30.515512Z","title":"BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks","venue":"cs.AI","work_id":"4d188e10-baf9-45fd-843a-870d8aeb29f8","year":2023},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.280484Z"},"links":{"cited_paper":"/paper/2312.02405","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:5f21abc3354c274cec6a003e178d8f262fc0095341a425ce7659e94f90eda474","observation_id":"485830fe-8313-4ee6-ac36-b30e7b91df0d","resolution":{"observed_at":"2026-08-11T12:04:30.520907Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.045826Z","title":"Schelling","venue":null,"work_id":"9f5bf3b3-16fb-49a5-b129-157b27a733ed","year":1978},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.306555Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:386067810bef556d9df20e3413eb1568d7632550a0509a31a0e180d63458c8bd","observation_id":"3e578829-3521-4411-8dc1-28dc4f1ae34a","resolution":{"observed_at":"2026-08-11T12:04:31.050817Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:31.029609Z","title":"Schumpeter","venue":null,"work_id":"3b20c493-e946-4a2f-8d3d-a5cb4cf0e733","year":1942},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.311039Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:396e6f7a506f5a157d5b8cf09fb83cb5103d0a8df9d61300b1bcee79472b243c","observation_id":"ee8208ed-8bbe-4c4d-9710-01942eb3cb12","resolution":{"observed_at":"2026-08-11T12:04:31.034901Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1712.01815","last_updated":"2017-12-05T18:45:38Z","snapshot_observed_at":"2026-08-02T00:39:04.960144Z","submitted_at":"2017-12-05T18:45:38Z","title":"Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1712.01815","snapshot_observed_at":"2026-08-11T12:04:30.315475Z","title":"mastering chess and shogi by self-play with a general reinforcement learning algorithm","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.315475Z"},"links":{"cited_paper":"/paper/1712.01815","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:d3c6c36ad4901393aa3612025f2ab42edf613aa5b3e4c0e700d5325ac1856d70","observation_id":"c01dde67-806f-4de8-81c3-a6d3d5c47842","resolution":{"observed_at":"2026-08-11T12:04:30.315475Z","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":"2026-08-11T12:04:31.063109Z","title":"Replit agent | replit docs, 2024","venue":null,"work_id":"fd7ed0d7-1e9b-477f-bdb9-3bd04c42b740","year":2024},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.301837Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:a6a072901a0db43c954381e0f0b2c73ad5495ee1bb51416fd91fa5be82167d62","observation_id":"e7df4c0e-0083-4b6b-8a60-567fdb751170","resolution":{"observed_at":"2026-08-11T12:04:31.068337Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:30.998407Z","title":"An Inquiry into the Nature and Causes of the W ealth of Nations","venue":null,"work_id":"ae7713a1-267f-41aa-a327-242323d57f65","year":null},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.324395Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:ff458cf3aa3c82c37ac71799b45804a63f0b4cd353cb7828030e33135461b3d0","observation_id":"2d018a91-fc82-4f99-ad02-6f734ce97725","resolution":{"observed_at":"2026-08-11T12:04:31.003298Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1706.03762","last_updated":"2023-08-02T00:41:18Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2017-06-12T17:57:34Z","title":"Attention Is All You Need","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1706.03762","snapshot_observed_at":"2026-08-11T12:04:30.328984Z","title":"Gomez, Lukasz Kaiser, and Illia Polosukhin","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.328984Z"},"links":{"cited_paper":"/paper/1706.03762","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:521fb40756e28786c900e239e99f2ec7b9f337db8b0dea078933a8cfed999f57","observation_id":"20423771-7288-49a7-9758-c7e2bbb8e2b6","resolution":{"observed_at":"2026-08-11T12:04:30.328984Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.16291","last_updated":"2023-10-19T16:27:03Z","snapshot_observed_at":"2026-08-11T16:01:36.938012Z","submitted_at":"2023-05-25T17:46:38Z","title":"Voyager: An Open-Ended Embodied Agent with Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.16291","snapshot_observed_at":"2026-08-11T12:04:30.335024Z","title":"V oyager: An open-ended embodied agent with large language models, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.335024Z"},"links":{"cited_paper":"/paper/2305.16291","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:f9cb94fcc2514add0f8e4496bb4992f16ed4313406a43b74002e82f4ce2ee328","observation_id":"6779a8f4-e413-4199-8752-bd470a435af9","resolution":{"observed_at":"2026-08-11T12:04:30.335024Z","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":"2026-08-11T12:04:31.013789Z","title":"Survey of different typ es of captcha","venue":null,"work_id":"01156285-4df0-4f40-9503-fbb794afb12e","year":2014},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.320005Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:f7d397cc704e52b01b8c9d80df5def8aaacf78d9ae529f5747234429fbcc0fc2","observation_id":"7ddce2b5-3ac6-4f1f-a545-35f8a83b31ba","resolution":{"observed_at":"2026-08-11T12:04:31.018824Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T12:04:30.982284Z","title":"Gho st in the minecraft: Generally capable agents for open-world environments via large language models with text-based knowledge and memory, 2023","venue":null,"work_id":"268d31d5-9443-4182-8d9a-5decb81be1e6","year":2023},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.344123Z"},"links":{"citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:e17c94255ab8818da2f039f9edb20ad924e9800d3a7c484b9793f0c7074cad53","observation_id":"c123de13-80d4-4ae5-8028-1bb8c206b056","resolution":{"observed_at":"2026-08-11T12:04:30.988119Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.08593","last_updated":"2020-01-08T23:02:36Z","snapshot_observed_at":"2026-08-11T04:34:07.318549Z","submitted_at":"2019-09-18T17:33:39Z","title":"Fine-Tuning Language Models from Human Preferences","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1909.08593","snapshot_observed_at":"2026-08-11T12:04:30.348421Z","title":"Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.348421Z"},"links":{"cited_paper":"/paper/1909.08593","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:55c7588effe76aa3de1b9c88f3fd09f259f87cb08b0eb05ec5fa300a051c68f2","observation_id":"bb3f9e8b-2143-476b-b059-8e639cecbc9d","resolution":{"observed_at":"2026-08-11T12:04:30.348421Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.07864","last_updated":"2023-09-19T08:29:18Z","snapshot_observed_at":"2026-08-09T18:54:02.679174Z","submitted_at":"2023-09-14T17:12:03Z","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.07864","snapshot_observed_at":"2026-08-11T12:04:30.339600Z","title":"The rise and potential of large language model based agents: A survey, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.339600Z"},"links":{"cited_paper":"/paper/2309.07864","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:3df0c2b51986b29a1285a8376e9ae2d02e36976bffdb7c7e58e395878ac68fbc","observation_id":"954935ac-a2d1-41f6-a39b-96950f7f5c58","resolution":{"observed_at":"2026-08-11T12:04:30.339600Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1412.3409","last_updated":"2015-01-27T10:31:31Z","snapshot_observed_at":"2026-07-06T04:03:11.003049Z","submitted_at":"2014-12-10T18:59:43Z","title":"Teaching Deep Convolutional Neural Networks to Play Go","version":2},"cited_work":{"arxiv_id":"1412.3409","doi":null,"metadata_source":"pith","pith_arxiv_id":"1412.3409","snapshot_observed_at":"2026-08-11T12:04:30.709620Z","title":"Teaching Deep Convolutional Neural Networks to Play Go","venue":"cs.AI","work_id":"9e7e609c-77f1-4978-8eaa-03756fdb52f2","year":2014},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":2014,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.146516Z"},"links":{"cited_paper":"/paper/1412.3409","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:0d317f9588dde78f8538251649394495373f3acbba712e335f44b6837a296262","observation_id":"698f3058-8abd-4422-9df4-567d7f1fae01","resolution":{"observed_at":"2026-08-11T12:04:30.715216Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2012.01244","last_updated":"2021-10-28T11:28:32Z","snapshot_observed_at":"2026-08-11T14:15:19.641792Z","submitted_at":"2020-12-02T14:43:16Z","title":"General Characterization of Agents by States they Visit","version":3},"cited_work":{"arxiv_id":"2012.01244","doi":null,"metadata_source":"pith","pith_arxiv_id":"2012.01244","snapshot_observed_at":"2026-08-11T12:04:30.645236Z","title":"General Characterization of Agents by States they Visit","venue":"cs.AI","work_id":"15da5857-0798-4b9e-95c5-8afa488a2ae8","year":2020},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.213077Z"},"links":{"cited_paper":"/paper/2012.01244","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:171c84860777b59dcb241f3b8a5631495121a15fe6440d75e8e61ca6ba31bc29","observation_id":"a196359b-cf5a-482d-ab29-801b70225e8e","resolution":{"observed_at":"2026-08-11T12:04:30.650951Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.09095","last_updated":"2022-10-11T07:51:41Z","snapshot_observed_at":"2026-08-13T16:20:53.919101Z","submitted_at":"2022-03-17T05:40:13Z","title":"Automating Code Review Activities by Large-Scale Pre-training","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.09095","snapshot_observed_at":"2026-08-11T12:04:30.251313Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces","version":2},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-11T12:04:30.251313Z"},"links":{"cited_paper":"/paper/2203.09095","citing_paper":"/paper/2501.10388"},"observation_digest":"sha256:5754989db2b88da433cf9fd2b863e25ff20919a5b380137ed4b3593201b08027","observation_id":"822f492b-896e-465d-907d-7a1c00fcd7a0","resolution":{"observed_at":"2026-08-11T12:04:30.251313Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2501.10388","last_updated":"2025-01-23T22:53:04Z","latest_version":2,"primary_category":"cs.CY","snapshot_observed_at":"2026-08-12T19:11:51.395673Z","submitted_at":"2024-12-19T09:40:40Z","title":"Beyond the Sum: Unlocking AI Agents Potential Through Market Forces"},"reference_resolution":{"displayed":53,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":16,"verified_exact":9,"verified_fuzzy":28},"total_outbound_references":53},"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":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 13 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2501.10388."}