{"as_of":"2026-08-21T13:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8cc9704f95e0337f70197c93bf4770172abd7753eb51c3612bfbafb4fc606bac","coverage":[{"denominator":58,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":58,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T21:24:11.672680Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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":"2026-08-05T14:55:56.805399Z","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":"2026-08-05T14:55:57.889242Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"cited_work":{"arxiv_id":"2505.09932","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.09932","snapshot_observed_at":"2026-08-05T14:55:57.889242Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","venue":"cs.AI","work_id":"113d93a3-260f-43e5-a831-e98385f59879","year":2025},"citing_paper":{"arxiv_id":"2508.20737","last_updated":"2025-08-28T13:00:28Z","snapshot_observed_at":"2026-08-16T23:09:11.422986Z","submitted_at":"2025-08-28T13:00:28Z","title":"Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T14:55:56.805399Z"},"links":{"cited_paper":"/paper/2505.09932","citing_paper":"/paper/2508.20737"},"observation_digest":"sha256:98f8ee32b82e2b6023cfd572ff9b5f84db11e35ec77073c1bd40ff9a2d82ba7f","observation_id":"82f5b369-d403-4525-a90d-214c6a12a417","resolution":{"observed_at":"2026-08-05T14:55:57.895648Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2505.09932/citation-record","integrity":"/paper/2505.09932/integrity","json":"/paper/2505.09932/citation-record.json","paper":"/paper/2505.09932"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"5292.14553","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:12.304772Z","title":"Empirical explorations with the logic theory machine: A case study in heuristics,","venue":null,"work_id":"679942de-2ebb-429a-8868-c97d33f03a5d","year":1957},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.449522Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:1651b80b0fda94c0168173b8286a95f6399d61f1d565bc1297e9618a6ea90a6c","observation_id":"0ea9e3af-c667-4a90-a6d9-5d6143a444a5","resolution":{"observed_at":"2026-08-15T21:24:12.311518Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.454379Z","title":"ELIZA–a computer program for the study of nat- ural language communication between man and machine,","venue":null,"work_id":null,"year":1966},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.454379Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:e57fd2b33c335e4652f489d1f25b41ad1edeef89cb0912e8a1074ca6bcc76fca","observation_id":"54b1b699-4eb0-490b-abf5-1fa5d6614118","resolution":{"observed_at":"2026-08-15T21:24:11.454379Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-17T09:58:46.058102Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-15T21:24:11.458732Z","title":"GPT-4 Technical Report,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.458732Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:8a7fb0407ba6feec91b7a3b0f1902d3e6b162b0d6643a452518a77d4818523cd","observation_id":"2ee73533-8b30-4983-b5ae-6eeb74706dcb","resolution":{"observed_at":"2026-08-15T21:24:11.458732Z","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":"2026-08-15T21:24:12.650453Z","title":"Cramming more components onto integrated circuits,","venue":null,"work_id":"ba8c40ef-8935-4a88-98d4-bb507d0af7c6","year":1965},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.463351Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:692d3db6913c440648afc3d5fc1e0042327fca4f2b2d242be04d2fddfd297df9","observation_id":"3808205d-4386-4702-92fb-7bc6a5a259e4","resolution":{"observed_at":"2026-08-15T21:24:12.654331Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.639195Z","title":"Attention is All You Need,","venue":null,"work_id":"707526c6-75ca-43b3-bc50-96b97065cd28","year":2017},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.467968Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:a42f844582cca26de8cafdcb0b2f79a953087969aa43c88466767e66a26e4109","observation_id":"479b3f32-1951-4a79-9e8a-7982e349417d","resolution":{"observed_at":"2026-08-15T21:24:12.643343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.627646Z","title":"Training language models to follow instruc- tions with human feedback,","venue":null,"work_id":"ce480381-b4d7-4f71-8730-8f5a8a14f0cc","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.472180Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:0d3bfb9c0b5147b42ac9b35438c4056bc9bc8dd6a6acdd6850aa9984b18edf44","observation_id":"4cf73781-0cd8-4af9-beca-f53351c161e6","resolution":{"observed_at":"2026-08-15T21:24:12.632504Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.476757Z","title":"Deep Blue,","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.476757Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:341c443ae020a35e4628e53556aa9e40135dc6d45e4c02df84394fe10e766501","observation_id":"292f0621-75dd-458d-8050-61cd4bab2c7d","resolution":{"observed_at":"2026-08-15T21:24:11.476757Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:12.616868Z","title":"Language Models are Few-Shot Learners,","venue":null,"work_id":"3aa3f9d1-e2c4-4668-92fd-b4d89732d781","year":2020},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.480860Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:163ef4f7246623cafebc98c447159079c7815c45e448e43cafda46e3e81fa3a8","observation_id":"a69e24d9-52c5-42b1-bc4d-25c4e6330907","resolution":{"observed_at":"2026-08-15T21:24:12.620519Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.485037Z","title":"Prompting Large Language Models for Legal Analysis Tasks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.485037Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:e06efad8189427a243198645d1fab45acc647ea469e63226155d3a8154345281","observation_id":"39cdc10e-ebca-4f9f-9479-aab226a2dad2","resolution":{"observed_at":"2026-08-15T21:24:11.485037Z","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":"2026-08-15T21:24:12.604181Z","title":"Evaluating Large Language Models for Medical Diagno- sis,","venue":null,"work_id":"cbec65ac-8358-4eb4-9cd5-59fa5ccf727e","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.489224Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:fba2d18a5007dbfe218cc4b4e69f4e656870c50737ba2761b057b9515b6884dc","observation_id":"ffd6765f-7558-4a84-a648-b63a473c94d5","resolution":{"observed_at":"2026-08-15T21:24:12.609456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.592035Z","title":"Learning Transferable Visual Models From Natural Language Supervision,","venue":null,"work_id":"aa53694c-b514-4924-91c7-45a2caa68f70","year":2021},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.493523Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:7ecb1317a844db11015d7853e9550bcc0a644dbff8f01c3d1c572398b1d41823","observation_id":"fabcd8ec-d905-4ca5-a1c5-884c73da12a4","resolution":{"observed_at":"2026-08-15T21:24:12.596497Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.582313Z","title":"GitHub Copilot: Flying Ahead with Speed and Accu- racy,","venue":null,"work_id":"a28919cf-a853-472f-95a9-dcdd128116e9","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.497550Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:44eddc07ba70184afe3f4c659e5dc93c9b9d98db207d27c1b4168d9562b0c21a","observation_id":"7c2aef7a-761a-4c99-b658-68a562c6b321","resolution":{"observed_at":"2026-08-15T21:24:12.585680Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.11171","last_updated":"2023-03-07T17:57:37Z","snapshot_observed_at":"2026-08-16T01:49:22.176843Z","submitted_at":"2022-03-21T17:48:52Z","title":"Self-Consistency Improves Chain of Thought Reasoning in Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.11171","snapshot_observed_at":"2026-08-15T21:24:11.501716Z","title":"Self-Consistency Improves Chain of Thought Rea- soning in Language Models,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.501716Z"},"links":{"cited_paper":"/paper/2203.11171","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:ebebeca19a8fc838f8da0252d8be7d0afb3bd779e606f97fb8668b32c0869f99","observation_id":"94dccbf4-d08d-41f5-af17-2282b7f08816","resolution":{"observed_at":"2026-08-15T21:24:11.501716Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.14168","last_updated":"2021-11-18T00:23:45Z","snapshot_observed_at":"2026-08-14T02:43:01.480086Z","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":"2026-08-15T21:24:11.506145Z","title":"Training Verifiers to Solve Math Word Problems,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.506145Z"},"links":{"cited_paper":"/paper/2110.14168","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:8d038c29aefbcd128198e0e548b22217e34f22bf5da52d1b2a1d699b9f5baed8","observation_id":"96b46cfc-04f9-4ce9-bd17-5898d9274f4f","resolution":{"observed_at":"2026-08-15T21:24:11.506145Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.510567Z","title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.510567Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:3cda5eb9dc0a992c5fc7709d72b379efa50a2605d7a2a4654ad83f097f5a9bb2","observation_id":"e54120cf-5d7c-4cfa-80b3-4859c1c1a30c","resolution":{"observed_at":"2026-08-15T21:24:11.510567Z","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":"2026-08-15T21:24:12.571444Z","title":"Improving language models by retrieving from trillions of tokens,","venue":null,"work_id":"4172045b-d944-44f5-9dcf-067b52b66dc3","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.513803Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:1f425d4c1b12e0b392c564e612a0d2e8e11f524af6e1272c8c0f245551a82a01","observation_id":"2d775586-fe7c-43c4-8809-62f4f7197bdd","resolution":{"observed_at":"2026-08-15T21:24:12.576017Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-07T12:56:43.323460Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-15T21:24:11.517114Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.517114Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:30039a5d024c19664e6c8e03941c2300d7a0a55584d2f9f0558012c066d951d9","observation_id":"870e11e6-6989-476d-84bb-3e613bfdcbac","resolution":{"observed_at":"2026-08-15T21:24:11.517114Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.13474","last_updated":"2023-02-27T21:26:48Z","snapshot_observed_at":"2026-08-13T14:36:56.609471Z","submitted_at":"2022-03-25T06:55:15Z","title":"CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.13474","snapshot_observed_at":"2026-08-15T21:24:11.520115Z","title":"CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.520115Z"},"links":{"cited_paper":"/paper/2203.13474","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:c101ff08edc1ee4d931222e8c2d7033e169bdcec29cf838ac7d0f8c66c985616","observation_id":"3f5ebc77-8fa0-48c6-8892-480a9ef1cd24","resolution":{"observed_at":"2026-08-15T21:24:11.520115Z","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":"2026-08-15T21:24:12.560295Z","title":"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models,","venue":null,"work_id":"67ccda78-d6b3-42a3-ac79-5b5c3e9c3050","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.523717Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:d0e13eac8349418ed04055d90d172d1cbd7a2716391e6e88942a3e141e03fcbe","observation_id":"6510369d-202d-45a6-98d8-09c8c650d94e","resolution":{"observed_at":"2026-08-15T21:24:12.564005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.549268Z","title":"Large Language Models are Zero-Shot Reasoners,","venue":null,"work_id":"e3a98eb2-fb10-424d-8476-5dd738bab86c","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.526490Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:9db47be4bbc13d4ec04bf00ded54dfb47bd13ff2983c484daa75ec91f7e6e21b","observation_id":"1cc87067-a994-4963-9735-e2c7fa536747","resolution":{"observed_at":"2026-08-15T21:24:12.553134Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.530453Z","title":"Building Watson: An Overview of the DeepQA Project,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.530453Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:257102edef72a1939f285a598e89e7848b10524a8fdd4dd8bac050a9d944205e","observation_id":"196343d7-d722-4530-abcc-860465b7d3e0","resolution":{"observed_at":"2026-08-15T21:24:11.530453Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2023.acl-long.492","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.775480Z","title":"RankCSE: Unsupervised Sentence Representations via Learning to Rank,","venue":null,"work_id":"37e550ef-eee0-4ec9-b560-885c87543e0c","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.534741Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:69210bb8ed674991e6089818305f1743eeecdb6ee479944ac453ae65f23b9478","observation_id":"ed916ee1-80d5-4162-b8f6-d59de708d948","resolution":{"observed_at":"2026-08-15T21:24:11.779890Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.538503Z","title":"TruthfulQA: Measuring How Models Mimic Human Falsehoods,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.538503Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:7dff3eeb57a06f6dda407526029fe49c2346c675483d721d973c52fa11b6f34b","observation_id":"c321ccea-2a9f-460b-ab28-962901e9ab6d","resolution":{"observed_at":"2026-08-15T21:24:11.538503Z","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":"2026-08-15T21:24:12.537992Z","title":"Deep reinforcement learning from human pref- erences,","venue":null,"work_id":"395c9ced-fe99-4089-97c1-eafe39d4bcbe","year":2017},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.542314Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:47bb69532b130355bf37e9acad0188f2263324a8ed835a7953eb873bb5d865d2","observation_id":"663dd87d-f8aa-4001-bcff-f05588e23668","resolution":{"observed_at":"2026-08-15T21:24:12.541930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.527196Z","title":"ChatGPT Sets Record for Fastest-Growing User Base,","venue":null,"work_id":"b2a51abf-48a4-48bd-9159-69477bded2c3","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.546111Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:d43612e8a37a459bd81420905104be7fd9ece9e4abe81f32b6069d938416d0e1","observation_id":"b4c108b4-d15a-4365-ba34-7d2a510cc821","resolution":{"observed_at":"2026-08-15T21:24:12.531016Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2212.08073","last_updated":"2022-12-15T06:19:23Z","snapshot_observed_at":"2026-08-16T03:49:00.703994Z","submitted_at":"2022-12-15T06:19:23Z","title":"Constitutional AI: Harmlessness from AI Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2212.08073","snapshot_observed_at":"2026-08-15T21:24:11.549566Z","title":"Constitutional AI: Harmlessness from AI Feedback,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.549566Z"},"links":{"cited_paper":"/paper/2212.08073","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:958554af7dc5f8fda2a17dbd92af4f865247c61b3c577bc619b1c65d68c6daa2","observation_id":"5153f4c0-d83c-4903-a20b-05da7c71c633","resolution":{"observed_at":"2026-08-15T21:24:11.549566Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.553776Z","title":"BioBERT: a pre-trained biomedical language representa- tion model for biomedical text mining,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.553776Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:eabe17fbed6ef393e2dafe474c9bef926edb5a0fcb3b0e63284673c1e291137d","observation_id":"154a856a-d57d-4c4b-89c7-f1d88094e12d","resolution":{"observed_at":"2026-08-15T21:24:11.553776Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.557581Z","title":"Mastering the game of Go with deep neural networks and tree search,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.557581Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:33ec874f63839cf0ea63d06613a17bf1ec1d6d36dd485da4549b090db7b65de3","observation_id":"75eb1efc-4b3d-45bf-b503-a73a85ee960e","resolution":{"observed_at":"2026-08-15T21:24:11.557581Z","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":"2026-08-15T21:24:12.515297Z","title":"Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,","venue":null,"work_id":"8724af0c-b27b-4a6e-99df-fb387cb3844c","year":2020},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.561650Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:c53d90e6430c1efb43c86e4a69302a9214b5c3df7db5e92eaec7727f3920508a","observation_id":"08098cfe-150f-4fb3-955b-43fa5287e8c2","resolution":{"observed_at":"2026-08-15T21:24:12.519676Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1910.01108","last_updated":"2020-03-01T02:57:50Z","snapshot_observed_at":"2026-08-07T19:07:36.327251Z","submitted_at":"2019-10-02T17:56:28Z","title":"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.01108","snapshot_observed_at":"2026-08-15T21:24:11.569617Z","title":"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter,","venue":null,"work_id":null,"year":1910},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.569617Z"},"links":{"cited_paper":"/paper/1910.01108","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:9e3569d5538eed943e43144de1c54d6478bdc15b6f742db3777a82e0e3c09c4e","observation_id":"39af03ea-9eda-4c14-b88d-70e9fa2048ec","resolution":{"observed_at":"2026-08-15T21:24:11.569617Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.573852Z","title":"MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.573852Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:c37860d8288692b45eaeac7f2fbeae96321d640ddee750a86c6fef6ca6481c3b","observation_id":"9e831f2a-9a71-4ca8-b91a-e934a0b2a829","resolution":{"observed_at":"2026-08-15T21:24:11.573852Z","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":"2026-08-15T21:24:12.494580Z","title":"NVIDIA A100 Tensor Core GPU Architecture,","venue":null,"work_id":"6520506a-c5b0-40ed-b05a-9605c8ee69f1","year":2020},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.577846Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:d834c6f79bf5e513fd1329fa4eff24ff4307adf3028f8343f40ba95a6032f678","observation_id":"dd4e7b77-4598-4661-85d7-118098ffb4d9","resolution":{"observed_at":"2026-08-15T21:24:12.498219Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.483694Z","title":"NVIDIA H100 Tensor Core GPU Architecture,","venue":null,"work_id":"a063e2ea-c642-4806-9521-9b689fb0ac28","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.581816Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:c7a9841ea9b4d3f3c46c6ee89ee169dedf176e32a41180178e2efca0601d85ac","observation_id":"3e2dc2b5-3043-4442-988d-647a2dd42128","resolution":{"observed_at":"2026-08-15T21:24:12.487499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.585880Z","title":"Energy and Policy Consid- erations for Deep Learning in NLP,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.585880Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:af8a76a953aa2eee71cea7209006954b06dca35d08031d19b9e550422d026f83","observation_id":"99fe2e70-2c19-4f6e-9218-1b9c6a4a5ee5","resolution":{"observed_at":"2026-08-15T21:24:11.585880Z","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":"2026-08-15T21:24:12.472683Z","title":"PaLM: Scaling Language Modeling with Path- ways,","venue":null,"work_id":"b0f2b426-3528-443d-83ea-afd39921a881","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.589940Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:5ca95524ba7469cfca9f8da47d3a810a6664d05f271df64d66f1f8794ea3f58b","observation_id":"d2fc8ce5-3b00-4280-8ae4-8678715dbfac","resolution":{"observed_at":"2026-08-15T21:24:12.476419Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.594004Z","title":"TPU v4: An Optically Reconfigurable Super- computer for Machine Learning with Hardware Support for Spar- sity,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.594004Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:f4db534fabc52f02294588cd318e913c4a3acd5966e5e659ae96a35b72041f6e","observation_id":"4aad2888-a600-40b8-afb4-56cd8a5e441d","resolution":{"observed_at":"2026-08-15T21:24:11.594004Z","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":"2026-08-15T21:24:12.460450Z","title":"Scaling Deep Learning Workloads Beyond the Limits of Today’s Hardware,","venue":null,"work_id":"94e6976c-bd58-4bc1-ba15-634dff628d50","year":2021},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.598161Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:a7ebf8abd686b089e251bda4eaa1903ad49c320483e4d8977aecf6fcba11e401","observation_id":"116582c3-9e53-488f-bf42-b095152d93ad","resolution":{"observed_at":"2026-08-15T21:24:12.465285Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.449056Z","title":"EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks,","venue":null,"work_id":"e4dc1b9e-c2ef-49b5-81cd-4422a4f30264","year":2019},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.601347Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:f17557db6669eb345d41d38f699d05a34701e44d51783921dacc437ce5c06fa3","observation_id":"a6424e2d-1f46-485b-8b9b-cb45cd55a248","resolution":{"observed_at":"2026-08-15T21:24:12.453254Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.437162Z","title":"Tesla AI Day 2022,","venue":null,"work_id":"65662768-c872-4e01-919d-bbe754aea04a","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.604596Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:fa97345f86b46985962611ca9b938d21b35f66a3ee80db0b58e762d7d8ed3191","observation_id":"29191c89-e65f-40f7-91b4-52ac6cc2b286","resolution":{"observed_at":"2026-08-15T21:24:12.440800Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.607633Z","title":"A million spiking-neuron integrated circuit with a scalable communication network and interface,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.607633Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:e424a69a33536c83edf27aa75ea831eb0e377dcbb1d3900ad397c912fa68b5f3","observation_id":"c352c75a-55be-4a20-b308-594d99d00936","resolution":{"observed_at":"2026-08-15T21:24:11.607633Z","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":"2026-08-15T21:24:12.426968Z","title":"Apple unveils iPhone 14 Pro and iPhone 14 Pro Max,","venue":null,"work_id":"5f9a1d56-59cb-4b89-9a7f-484e2edd9fc4","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.611501Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:23dc77a0ae30a8988bab3224887d79dac7a0f8f5b53b6e8b1096efab5c98cb9c","observation_id":"629cec46-369e-4511-b881-1e3d5f5ebd65","resolution":{"observed_at":"2026-08-15T21:24:12.430235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.416184Z","title":"Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity,","venue":null,"work_id":"92295208-619c-429b-b9ff-97125f3bd12f","year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.615150Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:53852eb6c9bf1558a9be2eb1f64da1f3f8bfb73953c41f2082c898aaeaa0ee42","observation_id":"6a6dbc34-7b1d-44cb-bf88-8695342dff80","resolution":{"observed_at":"2026-08-15T21:24:12.419528Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.405988Z","title":"Introducing Claude 2.1,","venue":null,"work_id":"6c0c369f-12c4-478b-a533-7c563a6fabd3","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.618843Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:2d798fb3f64b06004a7f0f1fb3e39eafe066def1629c32c8447b45f6449f3006","observation_id":"3d29e053-b2d9-4619-90cc-cb222991ba74","resolution":{"observed_at":"2026-08-15T21:24:12.409620Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.394574Z","title":"Introducing Gemini: our largest and most capable AI model,","venue":null,"work_id":"7303a74f-2e8f-4596-a370-987c4dac9508","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.622700Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:9904ab5583d28575a59e6ec57a79a30813e409a67c9366a23c32731ae8308dc4","observation_id":"0101d208-6724-471a-93a1-167dbe2760cd","resolution":{"observed_at":"2026-08-15T21:24:12.398880Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.383222Z","title":"Gemini 1.5: Our next-generation model, break- through long context,","venue":null,"work_id":"f93fb4c5-2a9e-458f-822e-28770a3743b6","year":2024},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.626121Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:8c8fbfa432a4f06e2eccc0500c4f4c879ad2b022821adb949d78feb173e72dea","observation_id":"7b6b07fd-f370-41ef-8cde-3c917690a936","resolution":{"observed_at":"2026-08-15T21:24:12.387003Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.03172","last_updated":"2023-11-20T23:09:34Z","snapshot_observed_at":"2026-07-06T15:51:12.179086Z","submitted_at":"2023-07-06T17:54:11Z","title":"Lost in the Middle: How Language Models Use Long Contexts","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.03172","snapshot_observed_at":"2026-08-15T21:24:11.629807Z","title":"Lost in the Middle: How Language Models Use Long Contexts,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.629807Z"},"links":{"cited_paper":"/paper/2307.03172","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:eb9045dd70a3c4a76c3c795f2c70a91119a2fcf14b133cb26d7936e62d246d45","observation_id":"4e9def7c-616d-4dda-8a39-615c913de31c","resolution":{"observed_at":"2026-08-15T21:24:11.629807Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.09332","last_updated":"2022-06-01T19:08:11Z","snapshot_observed_at":"2026-08-19T02:54:55.334346Z","submitted_at":"2021-12-17T05:43:43Z","title":"WebGPT: Browser-assisted question-answering with human feedback","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.09332","snapshot_observed_at":"2026-08-15T21:24:11.633703Z","title":"WebGPT: Browser-assisted question-answering with human feedback,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.633703Z"},"links":{"cited_paper":"/paper/2112.09332","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:ee8875c10f56429e00d0f0dc2ab751ab1c4b5901690d8f6fc006744426827cdc","observation_id":"c078d294-125c-46bd-9e2e-9e603e35bb13","resolution":{"observed_at":"2026-08-15T21:24:11.633703Z","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":"2026-08-15T21:24:12.371387Z","title":"Auto-GPT: An Autonomous GPT-4 Experiment,","venue":null,"work_id":"50b59d0b-7222-46dc-aab8-3742a0e5f27e","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.637933Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:9818f5ba228ccba6a0bdf612c3cd1c79e757ba67793ad3fb0af6026baa2c0bc9","observation_id":"c800d2c9-cf28-4573-9f23-e8c7dba25282","resolution":{"observed_at":"2026-08-15T21:24:12.375267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1126/science.adh1806","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.712552Z","title":"Experimental evidence on the productivity effects of generative artificial intelligence,","venue":null,"work_id":"fca9ff93-1df8-4f46-8ab5-a3eff1c93996","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.642023Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:e2a4af2b71aecf60c22f98b47c8c48aab5153e7294ce9a15d3a422c4316dd8f5","observation_id":"9636bac2-6d03-4181-b6e0-011cbdb6c411","resolution":{"observed_at":"2026-08-15T21:24:11.718184Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.359576Z","title":"Claude 2,","venue":null,"work_id":"2d3f0780-719e-424e-906c-c664af54fbea","year":2023},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.646094Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:71c9c8979df0b5f5409ee5b544ba7dc8f017c43cbc2f5a4b5c0535b5bfbc5b43","observation_id":"62b56038-1820-47a9-9c38-5a5cac641703","resolution":{"observed_at":"2026-08-15T21:24:12.363347Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.348494Z","title":"Introducing Adept: Useful General Intelligence That Enables Humans And Computers To Work Together Creatively,","venue":null,"work_id":"60ec59c5-7b67-4235-96d5-d9d0fde5fe6e","year":null},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.649908Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:18b5698c1ec118721a2bfeafe735ad645720b0edf04b09a20da73bd9299d0eb2","observation_id":"8c9542a1-1d79-4ffe-b723-4a1a97bd92ff","resolution":{"observed_at":"2026-08-15T21:24:12.352180Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.321015Z","title":"Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,","venue":null,"work_id":"d924c5c6-3be7-451b-8778-a41133cabae5","year":2018},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.658880Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:088f672039656f944ad1c19528f0624970754147c14308c5aa0f7bcf670a220d","observation_id":"cbd4ed10-dbe7-46a5-9d44-ae7800f5eb23","resolution":{"observed_at":"2026-08-15T21:24:12.325208Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:11.662725Z","title":"The future of employment: How susceptible are jobs to computerisation?","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.662725Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:7981a7abc1df44ec5cdf98b02ddcb9c00c26f2489c147750f23950c81935c3f2","observation_id":"ea224ff9-7a66-42b0-a148-091cfb365627","resolution":{"observed_at":"2026-08-15T21:24:11.662725Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.665962Z","title":"Killer Robots,","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.665962Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:0de14d57f2327811c77829841a99eb3e22834d2c95b4bb3480c97e6f709d1e6d","observation_id":"e47d95fc-fddd-48a3-877d-1ad1002758da","resolution":{"observed_at":"2026-08-15T21:24:11.665962Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:24:11.669410Z","title":"Compute Trends Across Three Eras of Machine Learning,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.669410Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:4420fb43bbd7c07b99b770d649f01c596f14e82946ffda0627bf192d2e0e4fb0","observation_id":"7ba879dc-c90b-4593-9686-af51dc5df2a9","resolution":{"observed_at":"2026-08-15T21:24:11.669410Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1611.01578","last_updated":"2017-02-15T05:28:05Z","snapshot_observed_at":"2026-08-14T21:31:52.294004Z","submitted_at":"2016-11-05T00:41:37Z","title":"Neural Architecture Search with Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1611.01578","snapshot_observed_at":"2026-08-15T21:24:11.672680Z","title":"Neural Architecture Search with Reinforcement Learning,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.672680Z"},"links":{"cited_paper":"/paper/1611.01578","citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:a6fd0fe742b37a1f3279843e72ea6751e3f497437867b31d399206492c14a3fc","observation_id":"222c57ae-8fae-4cdf-8d5c-56c8da6c1251","resolution":{"observed_at":"2026-08-15T21:24:11.672680Z","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":"2026-08-15T21:24:12.505136Z","title":"Available: https://papers.nips.cc/paper/2020/hash/ 6b493230205f780e1bc26945df7481e5-Abstract.html","venue":null,"work_id":"cdaeba83-1356-45fa-ac92-1450610fcdc3","year":2020},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.565619Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:eb96071ffe95ba33a55c8196fce5cf86a45b332e605a673bd0827c850a155345","observation_id":"fa2f51e2-1ff2-458c-b87f-79fe873595a2","resolution":{"observed_at":"2026-08-15T21:24:12.508470Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-15T21:24:12.335951Z","title":"Available: https://www.adept.ai/blog/introducing-adept","venue":null,"work_id":"4d01a6dc-b225-4085-9992-c3c3a621e288","year":null},"citing_paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-15T21:24:11.654896Z"},"links":{"citing_paper":"/paper/2505.09932"},"observation_digest":"sha256:5b6f6be7e05b0b669aa9356e5e77950e94dd72b7ef190eb55acc386a95fd3e6f","observation_id":"ad424deb-8777-4673-b60a-e838eca015f7","resolution":{"observed_at":"2026-08-15T21:24:12.340166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.09932","last_updated":"2025-05-15T03:35:12Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-18T01:39:42.258152Z","submitted_at":"2025-05-15T03:35:12Z","title":"Demystifying AI Agents: The Final Generation of Intelligence"},"reference_resolution":{"displayed":58,"state_counts":{"malformed_identifier":1,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":24,"verified_exact":2,"verified_fuzzy":30},"total_outbound_references":58},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2505.09932."}