% SocioLens, LD-03 version v0.1: https://sociolens-web.pages.dev/debates/ld-03/v0.1/
% Generated from SocioLens source labels. Authors and years are not stored as separate fields,
% so they are not filled in here, and a title is given only where the label states one;
% the full label is in each note. For complete records, import the identifiers file into
% Zotero (Add Item by Identifier). "SocioLens synthesis" entries are the project's own
% synthesis documents, not primary evidence or scholarship.

@misc{src_sl_yu_fleming_hampton_combemale_thompson_arxiv_2607_08920,
  title = {AI Adoption in S\&P 500 Firms},
  eprint = {2607.08920},
  archiveprefix = {arXiv},
  url = {https://arxiv.org/abs/2607.08920},
  howpublished = {Source type: preprint},
  note = {Yu, Fleming, Hampton, Combemale \& Thompson, “AI Adoption in S\&P 500 Firms,” arXiv:2607.08920, July 2026},
  annote = {SocioLens source SRC-SL-YU-FLEMING-HAMPTON-COMBEMALE-THOMPSON-ARXIV-2607-08920: https://sociolens-web.pages.dev/sources/src-sl-yu-fleming-hampton-combemale-thompson-arxiv-2607-08920/v1.0/}
}

@misc{src_sl_bick_blandin_deming_stlfed_wp_2024_027f,
  title = {The Rapid Adoption of Generative AI},
  doi = {10.20955/wp.2024.027},
  url = {https://doi.org/10.20955/wp.2024.027},
  howpublished = {Source type: working paper},
  note = {Bick, Blandin \& Deming, “The Rapid Adoption of Generative AI,” Federal Reserve Bank of St. Louis Working Paper 2024-027F, October 2025},
  annote = {SocioLens source SRC-SL-BICK-BLANDIN-DEMING-STLFED-WP-2024-027F: https://sociolens-web.pages.dev/sources/src-sl-bick-blandin-deming-stlfed-wp-2024-027f/v1.0/}
}

@misc{src_sl_bick_blandin_deming_schumacher_stlfed_wp_2026_017,
  title = {What Work Does Generative AI Do?},
  doi = {10.20955/wp.2026.017},
  url = {https://doi.org/10.20955/wp.2026.017},
  howpublished = {Source type: working paper},
  note = {Bick, Blandin, Deming \& Schumacher, “What Work Does Generative AI Do?,” Federal Reserve Bank of St. Louis Working Paper 2026-017A, August 2026},
  annote = {SocioLens source SRC-SL-BICK-BLANDIN-DEMING-SCHUMACHER-STLFED-WP-2026-017: https://sociolens-web.pages.dev/sources/src-sl-bick-blandin-deming-schumacher-stlfed-wp-2026-017/v1.0/}
}

@misc{src_sl_yotzov_et_al_nber_34836,
  title = {Firm Data on AI},
  doi = {10.3386/w34836},
  url = {https://doi.org/10.3386/w34836},
  howpublished = {Source type: working paper},
  note = {Yotzov, Barrero, Bloom et al., “Firm Data on AI,” NBER Working Paper 34836, revised March 2026},
  annote = {SocioLens source SRC-SL-YOTZOV-ET-AL-NBER-34836: https://sociolens-web.pages.dev/sources/src-sl-yotzov-et-al-nber-34836/v1.0/}
}

@misc{src_sl_baslandze_et_al_nber_34984,
  title = {Artificial Intelligence, Productivity, and the Workforce: Evidence from Corporate Executives},
  doi = {10.3386/w34984},
  url = {https://doi.org/10.3386/w34984},
  howpublished = {Source type: working paper},
  note = {Baslandze, Edwards, Graham et al., “Artificial Intelligence, Productivity, and the Workforce: Evidence from Corporate Executives,” NBER Working Paper 34984, March 2026},
  annote = {SocioLens source SRC-SL-BASLANDZE-ET-AL-NBER-34984: https://sociolens-web.pages.dev/sources/src-sl-baslandze-et-al-nber-34984/v1.0/}
}

@misc{src_sl_dillon_jaffe_immorlica_stanton_arxiv_2504_11436_v4,
  title = {Shifting Work Patterns with Generative AI},
  doi = {10.3386/w33795},
  url = {https://doi.org/10.3386/w33795},
  howpublished = {Source type: working paper},
  note = {Dillon, Jaffe, Immorlica \& Stanton, “Shifting Work Patterns with Generative AI,” NBER Working Paper 33795, revised November 2025},
  annote = {SocioLens source SRC-SL-DILLON-JAFFE-IMMORLICA-STANTON-ARXIV-2504-11436-V4: https://sociolens-web.pages.dev/sources/src-sl-dillon-jaffe-immorlica-stanton-arxiv-2504-11436-v4/v1.0/}
}

@misc{src_sl_xiao_hu_xiao_cao_shen_chi_2026,
  title = {Can GenAI Move from Individual Use to Collaborative Work?},
  doi = {10.1145/3772318.3790984},
  url = {https://doi.org/10.1145/3772318.3790984},
  howpublished = {Source type: peer reviewed conference paper},
  note = {Xiao, Hu, Xiao, Cao \& Shen, “Can GenAI Move from Individual Use to Collaborative Work?,” Proceedings of CHI 2026},
  annote = {SocioLens source SRC-SL-XIAO-HU-XIAO-CAO-SHEN-CHI-2026: https://sociolens-web.pages.dev/sources/src-sl-xiao-hu-xiao-cao-shen-chi-2026/v1.0/}
}

@misc{src_sl_neumann_et_al_xp_2026,
  title = {Between Policy and Practice: GenAI Adoption in Agile Software Development Teams},
  doi = {10.1007/978-3-032-22375-3_18},
  url = {https://doi.org/10.1007/978-3-032-22375-3_18},
  howpublished = {Source type: peer reviewed conference paper},
  note = {Neumann, Bischof, Hinz et al., “Between Policy and Practice: GenAI Adoption in Agile Software Development Teams,” XP 2026, LNBIP},
  annote = {SocioLens source SRC-SL-NEUMANN-ET-AL-XP-2026: https://sociolens-web.pages.dev/sources/src-sl-neumann-et-al-xp-2026/v1.0/}
}

@misc{src_sl_miller_et_al_icse_2026,
  title = {‘Maybe We Need Some More Examples:’ Individual and Team Drivers of Developer GenAI Tool Use},
  doi = {10.1145/3744916.3773155},
  url = {https://doi.org/10.1145/3744916.3773155},
  howpublished = {Source type: peer reviewed conference paper},
  note = {Miller, Choudhuri, Ulloa et al., “‘Maybe We Need Some More Examples:’ Individual and Team Drivers of Developer GenAI Tool Use,” Proceedings of ICSE 2026},
  annote = {SocioLens source SRC-SL-MILLER-ET-AL-ICSE-2026: https://sociolens-web.pages.dev/sources/src-sl-miller-et-al-icse-2026/v1.0/}
}

@misc{src_sl_tangi_rodriguez_muller_combetto_epart_2025,
  title = {A Silent Partner: The Shadow Presence of Generative Artificial Intelligence in Public Administrations},
  doi = {10.1007/978-3-032-02515-9_5},
  url = {https://doi.org/10.1007/978-3-032-02515-9_5},
  howpublished = {Source type: peer reviewed conference paper},
  note = {Tangi, Rodriguez Müller \& Combetto, “A Silent Partner: The Shadow Presence of Generative Artificial Intelligence in Public Administrations,” Electronic Participation (ePart 2025), LNCS},
  annote = {SocioLens source SRC-SL-TANGI-RODRIGUEZ-MULLER-COMBETTO-EPART-2025: https://sociolens-web.pages.dev/sources/src-sl-tangi-rodriguez-muller-combetto-epart-2025/v1.0/}
}

@misc{src_sl_he_miller_agarwal_kastner_vasilescu_msr_2026,
  title = {Speed at the Cost of Quality: How Cursor AI Increases Short-Term Velocity and Long-Term Complexity in Open-Source Projects},
  doi = {10.1145/3793302.3793349},
  url = {https://doi.org/10.1145/3793302.3793349},
  howpublished = {Source type: peer reviewed conference paper},
  note = {He, Miller, Agarwal, Kästner \& Vasilescu, “Speed at the Cost of Quality: How Cursor AI Increases Short-Term Velocity and Long-Term Complexity in Open-Source Projects,” Proceedings of MSR 2026},
  annote = {SocioLens source SRC-SL-HE-MILLER-AGARWAL-KASTNER-VASILESCU-MSR-2026: https://sociolens-web.pages.dev/sources/src-sl-he-miller-agarwal-kastner-vasilescu-msr-2026/v1.0/}
}

@misc{src_sl_rein_metr_algorithmic_holistic_2025_08_13,
  title = {Research Update: Algorithmic vs. Holistic Evaluation},
  url = {https://metr.org/blog/2025-08-12-research-update-towards-reconciling-slowdown-with-time-horizons/},
  howpublished = {Source type: independent research report},
  note = {Rein, “Research Update: Algorithmic vs. Holistic Evaluation,” METR, 13 August 2025},
  annote = {SocioLens source SRC-SL-REIN-METR-ALGORITHMIC-HOLISTIC-2025-08-13: https://sociolens-web.pages.dev/sources/src-sl-rein-metr-algorithmic-holistic-2025-08-13/v1.0/}
}

@misc{src_sl_cunningham_whitfill_metr_2026_05_08,
  title = {Task Substitution and Uplift},
  url = {https://metr.org/blog/2026-05-08-task-substitution-and-uplift/},
  howpublished = {Source type: independent research report},
  note = {Cunningham \& Whitfill, “Task Substitution and Uplift,” METR, 8 May 2026},
  annote = {SocioLens source SRC-SL-CUNNINGHAM-WHITFILL-METR-2026-05-08: https://sociolens-web.pages.dev/sources/src-sl-cunningham-whitfill-metr-2026-05-08/v1.0/}
}

@misc{src_sl_becker_metr_self_report_survey_2026_05_11,
  title = {Measuring the Self-Reported Impact of Early-2026 AI on Technical Worker Productivity},
  url = {https://metr.org/blog/2026-05-11-ai-usage-survey/},
  howpublished = {Source type: survey},
  note = {Becker, “Measuring the Self-Reported Impact of Early-2026 AI on Technical Worker Productivity,” METR, 11 May 2026},
  annote = {SocioLens source SRC-SL-BECKER-METR-SELF-REPORT-SURVEY-2026-05-11: https://sociolens-web.pages.dev/sources/src-sl-becker-metr-self-report-survey-2026-05-11/v1.0/}
}

@misc{src_sl_fang_yuan_zhang_donati_sarvary_arxiv_2510_12049_v6,
  title = {Generative AI and Sales Productivity: Field Experiments in Online Retail},
  eprint = {2510.12049},
  archiveprefix = {arXiv},
  url = {https://arxiv.org/abs/2510.12049v6},
  howpublished = {Source type: preprint},
  note = {Fang, Yuan, Zhang, Donati \& Sarvary, “Generative AI and Sales Productivity: Field Experiments in Online Retail,” arXiv:2510.12049, v6, June 2026},
  annote = {SocioLens source SRC-SL-FANG-YUAN-ZHANG-DONATI-SARVARY-ARXIV-2510-12049-V6: https://sociolens-web.pages.dev/sources/src-sl-fang-yuan-zhang-donati-sarvary-arxiv-2510-12049-v6/v1.0/}
}

@misc{src_sl_dellacqua_et_al_organization_science_37_4_2026,
  title = {The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork},
  doi = {10.1287/orsc.2025.20702},
  url = {https://doi.org/10.1287/orsc.2025.20702},
  howpublished = {Source type: peer reviewed journal article},
  note = {Dell’Acqua, Ayoubi, Lifshitz et al., “The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork,” Organization Science 37(4), 2026},
  annote = {SocioLens source SRC-SL-DELLACQUA-ET-AL-ORGANIZATION-SCIENCE-37-4-2026: https://sociolens-web.pages.dev/sources/src-sl-dellacqua-et-al-organization-science-37-4-2026/v1.0/}
}

@misc{src_sl_acemoglu_economic_policy_2025,
  title = {The Simple Macroeconomics of AI},
  doi = {10.1093/epolic/eiae042},
  url = {https://doi.org/10.1093/epolic/eiae042},
  howpublished = {Source type: peer reviewed journal article},
  note = {Acemoglu, “The Simple Macroeconomics of AI,” Economic Policy 40(121), 2025},
  annote = {SocioLens source SRC-SL-ACEMOGLU-ECONOMIC-POLICY-2025: https://sociolens-web.pages.dev/sources/src-sl-acemoglu-economic-policy-2025/v1.0/}
}

@misc{src_sl_brynjolfsson_rock_syverson_aej_macro_2021,
  title = {The Productivity J-Curve: How Intangibles Complement General Purpose Technologies},
  doi = {10.1257/mac.20180386},
  url = {https://doi.org/10.1257/mac.20180386},
  howpublished = {Source type: peer reviewed journal article},
  note = {Brynjolfsson, Rock \& Syverson, “The Productivity J-Curve: How Intangibles Complement General Purpose Technologies,” American Economic Journal: Macroeconomics 13(1), 2021},
  annote = {SocioLens source SRC-SL-BRYNJOLFSSON-ROCK-SYVERSON-AEJ-MACRO-2021: https://sociolens-web.pages.dev/sources/src-sl-brynjolfsson-rock-syverson-aej-macro-2021/v1.0/}
}

@misc{src_sl_brynjolfsson_hitt_jep_2000,
  title = {Beyond Computation: Information Technology, Organizational Transformation and Business Performance},
  doi = {10.1257/jep.14.4.23},
  url = {https://doi.org/10.1257/jep.14.4.23},
  howpublished = {Source type: peer reviewed journal article},
  note = {Brynjolfsson \& Hitt, “Beyond Computation: Information Technology, Organizational Transformation and Business Performance,” Journal of Economic Perspectives 14(4), 2000},
  annote = {SocioLens source SRC-SL-BRYNJOLFSSON-HITT-JEP-2000: https://sociolens-web.pages.dev/sources/src-sl-brynjolfsson-hitt-jep-2000/v1.0/}
}

@misc{src_sl_bick_et_al_stlfed_wp_2026_003b,
  title = {Mind the Gap: AI Adoption in Europe and the US},
  doi = {10.20955/wp.2026.003},
  url = {https://doi.org/10.20955/wp.2026.003},
  howpublished = {Source type: working paper},
  note = {Bick, Blandin, Deming, Fuchs-Schündeln \& Jessen, “Mind the Gap: AI Adoption in Europe and the US,” Federal Reserve Bank of St. Louis Working Paper 2026-003B, 2026},
  annote = {SocioLens source SRC-SL-BICK-ET-AL-STLFED-WP-2026-003B: https://sociolens-web.pages.dev/sources/src-sl-bick-et-al-stlfed-wp-2026-003b/v1.0/}
}

@misc{src_sl_gambacorta_kharroubi_mehrotra_oliviero_bis_1321,
  title = {Artificial intelligence and growth in advanced and emerging economies: short-run impact},
  howpublished = {Source type: working paper},
  note = {Gambacorta, Kharroubi, Mehrotra \& Oliviero, “Artificial intelligence and growth in advanced and emerging economies: short-run impact,” BIS Working Papers No 1321, December 2025},
  annote = {SocioLens source SRC-SL-GAMBACORTA-KHARROUBI-MEHROTRA-OLIVIERO-BIS-1321: https://sociolens-web.pages.dev/sources/src-sl-gambacorta-kharroubi-mehrotra-oliviero-bis-1321/v1.0/}
}

@misc{src_sl_chen_gasco_hernandez_esteve_arpa_2024,
  title = {The Adoption and Implementation of Artificial Intelligence Chatbots in Public Organizations: Evidence from U.S. State Governments},
  doi = {10.1177/02750740231200522},
  url = {https://doi.org/10.1177/02750740231200522},
  howpublished = {Source type: peer reviewed journal article},
  note = {Chen, Gascó-Hernandez \& Esteve, “The Adoption and Implementation of Artificial Intelligence Chatbots in Public Organizations: Evidence from U.S. State Governments,” American Review of Public Administration 54(3), 2024},
  annote = {SocioLens source SRC-SL-CHEN-GASCO-HERNANDEZ-ESTEVE-ARPA-2024: https://sociolens-web.pages.dev/sources/src-sl-chen-gasco-hernandez-esteve-arpa-2024/v1.0/}
}

@misc{src_sl_lebovitz_lifshitz_assaf_levina_organization_science_2022,
  title = {To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis},
  doi = {10.1287/orsc.2021.1549},
  url = {https://doi.org/10.1287/orsc.2021.1549},
  howpublished = {Source type: peer reviewed journal article},
  note = {Lebovitz, Lifshitz-Assaf \& Levina, “To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis,” Organization Science 33(1), 2022},
  annote = {SocioLens source SRC-SL-LEBOVITZ-LIFSHITZ-ASSAF-LEVINA-ORGANIZATION-SCIENCE-2022: https://sociolens-web.pages.dev/sources/src-sl-lebovitz-lifshitz-assaf-levina-organization-science-2022/v1.0/}
}

@misc{src_r05_hq_cross_batch_synthesis,
  howpublished = {Source type: SocioLens synthesis (not primary evidence)},
  note = {R05 — HQ Cross-Batch Synthesis \& Adjudication v0.1},
  annote = {SocioLens source SRC-R05-HQ-CROSS-BATCH-SYNTHESIS: https://sociolens-web.pages.dev/sources/src-r05-hq-cross-batch-synthesis/v1.0/}
}

@misc{src_ld02_humlum_vestergaard_nber_33777,
  title = {Still Waters, Rapid Currents},
  doi = {10.3386/w33777},
  url = {https://doi.org/10.3386/w33777},
  howpublished = {Source type: working paper},
  note = {Humlum \& Vestergaard, “Still Waters, Rapid Currents,” NBER Working Paper 33777, revised March 2026},
  annote = {SocioLens source SRC-LD02-HUMLUM-VESTERGAARD-NBER-33777: https://sociolens-web.pages.dev/sources/src-ld02-humlum-vestergaard-nber-33777/v1.0/}
}

@misc{src_ld02_bonney_ces_26_25,
  title = {The Microstructure of AI Diffusion},
  url = {https://www.census.gov/library/working-papers/2026/adrm/CES-WP-26-25.html},
  howpublished = {Source type: working paper},
  note = {Bonney et al., “The Microstructure of AI Diffusion,” US Census CES-WP-26-25, April 2026},
  annote = {SocioLens source SRC-LD02-BONNEY-CES-26-25: https://sociolens-web.pages.dev/sources/src-ld02-bonney-ces-26-25/v1.0/}
}

@misc{src_ld02_aldasoro_bis_1325,
  url = {https://www.bis.org/publ/work1325.htm},
  howpublished = {Source type: working paper},
  note = {Aldasoro et al., BIS Working Paper 1325, January 2026},
  annote = {SocioLens source SRC-LD02-ALDASORO-BIS-1325: https://sociolens-web.pages.dev/sources/src-ld02-aldasoro-bis-1325/v1.0/}
}

@misc{src_ld02_brynjolfsson_li_raymond_2025,
  title = {Generative AI at Work},
  doi = {10.1093/qje/qjae044},
  url = {https://doi.org/10.1093/qje/qjae044},
  howpublished = {Source type: peer reviewed journal article},
  note = {Brynjolfsson, Li \& Raymond, “Generative AI at Work,” Quarterly Journal of Economics 140(2), 2025},
  annote = {SocioLens source SRC-LD02-BRYNJOLFSSON-LI-RAYMOND-2025: https://sociolens-web.pages.dev/sources/src-ld02-brynjolfsson-li-raymond-2025/v1.0/}
}

@misc{src_ld02_cui_management_science_2026,
  title = {The Effects of Generative AI on High-Skilled Work},
  doi = {10.1287/mnsc.2025.00535},
  url = {https://doi.org/10.1287/mnsc.2025.00535},
  howpublished = {Source type: peer reviewed journal article},
  note = {Cui et al., “The Effects of Generative AI on High-Skilled Work,” Management Science, 2026},
  annote = {SocioLens source SRC-LD02-CUI-MANAGEMENT-SCIENCE-2026: https://sociolens-web.pages.dev/sources/src-ld02-cui-management-science-2026/v1.0/}
}

@misc{src_ld02_dellacqua_organization_science_2026,
  title = {Navigating the Jagged Technological Frontier},
  doi = {10.1287/orsc.2025.21838},
  url = {https://doi.org/10.1287/orsc.2025.21838},
  howpublished = {Source type: peer reviewed journal article},
  note = {Dell’Acqua et al., “Navigating the Jagged Technological Frontier,” Organization Science 37(2), 2026},
  annote = {SocioLens source SRC-LD02-DELLACQUA-ORGANIZATION-SCIENCE-2026: https://sociolens-web.pages.dev/sources/src-ld02-dellacqua-organization-science-2026/v1.0/}
}

@misc{src_ld02_rps_fred_q2_2026,
  howpublished = {Source type: survey},
  note = {Bick, Blandin \& Deming Real-Time Population Survey / Federal Reserve FRED series, Q2 2026},
  annote = {SocioLens source SRC-LD02-RPS-FRED-Q2-2026: https://sociolens-web.pages.dev/sources/src-ld02-rps-fred-q2-2026/v1.0/ The checked link opens one part of this source: https://fred.stlouisfed.org/series/RPSGENAIUSAGESHAREWORK}
}

@misc{src_ld02_nationalbank_wp_223_2026,
  title = {AI Adoption and Firm Size: Employment Effects in Monthly Administrative Data},
  url = {https://www.nationalbanken.dk/en/news-and-knowledge/publications-and-speeches/working-paper/2026/ai-adoption-and-firm-size-employment-effects-in-monthly-administrative-data},
  howpublished = {Source type: working paper},
  note = {Danmarks Nationalbank Working Paper No. 223, “AI Adoption and Firm Size: Employment Effects in Monthly Administrative Data,” 16 September 2026},
  annote = {SocioLens source SRC-LD02-NATIONALBANK-WP-223-2026: https://sociolens-web.pages.dev/sources/src-ld02-nationalbank-wp-223-2026/v1.0/}
}

@misc{src_ld02_klein_teeselink_uk_2025,
  title = {Generative AI and Labor Market Outcomes: Evidence from the United Kingdom},
  doi = {10.2139/ssrn.5516798},
  url = {https://doi.org/10.2139/ssrn.5516798},
  howpublished = {Source type: working paper},
  note = {Klein Teeselink, “Generative AI and Labor Market Outcomes: Evidence from the United Kingdom,” SSRN, revised December 2025},
  annote = {SocioLens source SRC-LD02-KLEIN-TEESELINK-UK-2025: https://sociolens-web.pages.dev/sources/src-ld02-klein-teeselink-uk-2025/v1.0/}
}