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1@misc{lu2024aiscientist,2  author = {Chris Lu and Cong Lu and Robert Tjarko Lange and Jakob Foerster and Jeff Clune and David Ha},3  title = {{The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery}},4  year = {2024},5  howpublished = {arXiv preprint arXiv:2408.06292},6  eprint = {2408.06292},7  archivePrefix = {arXiv}8}9% verified via https://export.arxiv.org/api/query?id_list=2408.06292 on 2026-10-30  (comment placed after the first entry so that no % line precedes it)1011% verified via https://api.crossref.org/works/10.1038/s41586-026-10265-5 on 2026-10-3012@article{lu2026aiscientist,13  author = {Lu, Chris and Lu, Cong and Lange, Robert Tjarko and Yamada, Yutaro and Hu, Shengran and Foerster, Jakob and Ha, David and Clune, Jeff},14  title = {{Towards end-to-end automation of AI research}},15  year = {2026},16  journal = {Nature},17  volume = {651},18  number = {8107},19  pages = {914--919},20  doi = {10.1038/s41586-026-10265-5}21}2223% verified via https://export.arxiv.org/api/query?id_list=2504.08066 on 2026-10-3024@misc{yamada2025aiscientistv2,25  author = {Yutaro Yamada and Robert Tjarko Lange and Cong Lu and Shengran Hu and Chris Lu and Jakob Foerster and Jeff Clune and David Ha},26  title = {{The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search}},27  year = {2025},28  howpublished = {arXiv preprint arXiv:2504.08066},29  eprint = {2504.08066},30  archivePrefix = {arXiv}31}3233% verified via https://api.crossref.org/works/10.18653/v1/2025.findings-emnlp.320 on 2026-10-3034@inproceedings{schmidgall2025agentlab,35  author = {Schmidgall, Samuel and Su, Yusheng and Wang, Ze and Sun, Ximeng and Wu, Jialian and Yu, Xiaodong and Liu, Jiang and Moor, Michael and Liu, Zicheng and Barsoum, Emad},36  title = {{Agent Laboratory: Using LLM Agents as Research Assistants}},37  year = {2025},38  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025},39  pages = {5977--6043},40  doi = {10.18653/v1/2025.findings-emnlp.320},41  eprint = {2501.04227},42  archivePrefix = {arXiv}43}4445% verified via https://api.crossref.org/works/10.1038/s41586-023-06792-0 on 2026-10-3046@article{boiko2023coscientist,47  author = {Boiko, Daniil A. and MacKnight, Robert and Kline, Ben and Gomes, Gabe},48  title = {{Autonomous chemical research with large language models}},49  year = {2023},50  journal = {Nature},51  volume = {624},52  number = {7992},53  pages = {570--578},54  doi = {10.1038/s41586-023-06792-0}55}5657% verified via https://api.crossref.org/works/10.1038/s42256-024-00832-8 on 2026-10-3058@article{bran2024chemcrow,59  author = {M. Bran, Andres and Cox, Sam and Schilter, Oliver and Baldassari, Carlo and White, Andrew D. and Schwaller, Philippe},60  title = {{Augmenting large language models with chemistry tools}},61  year = {2024},62  journal = {Nature Machine Intelligence},63  volume = {6},64  number = {5},65  pages = {525--535},66  doi = {10.1038/s42256-024-00832-8}67}6869% verified via https://api.crossref.org/works/10.1056/AIoa2400555 on 2026-10-3070@article{ifargan2025datatopaper,71  author = {Ifargan, Tal and Hafner, Lukas and Kern, Maor and Alcalay, Ori and Kishony, Roy},72  title = {{Autonomous LLM-Driven Research — from Data to Human-Verifiable Research Papers}},73  year = {2025},74  journal = {NEJM AI},75  volume = {2},76  number = {1},77  doi = {10.1056/AIoa2400555},78  eprint = {2404.17605},79  archivePrefix = {arXiv}80}8182% verified via https://api.crossref.org/works/10.1038/s41586-026-10644-y on 2026-10-3083@article{gottweis2026coscientist,84  author = {Gottweis, Juraj and Weng, Wei-Hung and Daryin, Alexander and Tu, Tao and Sirkovic, Petar and Myaskovsky, Artiom and Glowaty, Grzegorz and Weissenberger, Felix and Orlandi, Alessio and Popovici, Dan and Palepu, Anil and Rong, Keran and Tanno, Ryutaro and Saab, Khaled and Zhang, Fan and Blum, Jacob and Carroll, Andrew and Kulkarni, Kavita and Tomašev, Nenad and Zverinski, Dina and Rendulic, Ivor and Vedadi, Elahe and Hasler, Florian and Rimanic, Luka and Boia, Marina and Budiselic, Ivan and Feinstein, Ben and Bellaiche, Mathias and Sheffer, Tom and Freyberg, Jan and Ratcliff, Jeremy and Bertolli, Ottavia and Chou, Katherine and Hassidim, Avinatan and Gokturk, Burak and Vahdat, Amin and Guan, Yuan and Dhillon, Vikram and Vaishnav, Eeshit Dhaval and Lee, Byron and Costa, Tiago R. D. and Penadés, José R. and Peltz, Gary and Matias, Yossi and Manyika, James and Hassabis, Demis and Xu, Yunhan and Kohli, Pushmeet and Pawlosky, Annalisa and Karthikesalingam, Alan and Natarajan, Vivek},85  title = {{Accelerating scientific discovery with Co-Scientist}},86  year = {2026},87  journal = {Nature},88  volume = {655},89  number = {8122},90  pages = {487--496},91  doi = {10.1038/s41586-026-10644-y},92  eprint = {2502.18864},93  archivePrefix = {arXiv}94}9596% verified via https://api.crossref.org/works/10.1038/s41586-025-09442-9 on 2026-10-3097@article{swanson2025virtuallab,98  author = {Swanson, Kyle and Wu, Wesley and Bulaong, Nash L. and Pak, John E. and Zou, James},99  title = {{The Virtual Lab of AI agents designs new SARS-CoV-2 nanobodies}},100  year = {2025},101  journal = {Nature},102  volume = {646},103  number = {8085},104  pages = {716--723},105  doi = {10.1038/s41586-025-09442-9}106}107108% verified via https://export.arxiv.org/api/query?id_list=2511.02824 on 2026-10-30109@misc{mitchener2025kosmos,110  author = {Ludovico Mitchener and Angela Yiu and Benjamin Chang and Mathieu Bourdenx and Tyler Nadolski and Arvis Sulovari and Eric C. Landsness and Daniel L. Barabasi and Siddharth Narayanan and Nicky Evans and Shriya Reddy and Martha Foiani and Aizad Kamal and Leah P. Shriver and Fang Cao and Asmamaw T. Wassie and Jon M. Laurent and Edwin Melville-Green and Mayk Caldas and Albert Bou and Kaleigh F. Roberts and Sladjana Zagorac and Timothy C. Orr and Miranda E. Orr and Kevin J. Zwezdaryk and Ali E. Ghareeb and Laurie McCoy and Bruna Gomes and Euan A. Ashley and Karen E. Duff and Tonio Buonassisi and Tom Rainforth and Randall J. Bateman and Michael Skarlinski and Samuel G. Rodriques and Michaela M. Hinks and Andrew D. White},111  title = {{Kosmos: An AI Scientist for Autonomous Discovery}},112  year = {2025},113  howpublished = {arXiv preprint arXiv:2511.02824},114  eprint = {2511.02824},115  archivePrefix = {arXiv}116}117118% verified via https://export.arxiv.org/api/query?id_list=2509.08713 on 2026-10-30119@misc{luo2025pitfalls,120  author = {Ziming Luo and Atoosa Kasirzadeh and Nihar B. Shah},121  title = {{The More You Automate, the Less You See: Hidden Pitfalls of AI Scientist Systems}},122  year = {2025},123  howpublished = {arXiv preprint arXiv:2509.08713},124  eprint = {2509.08713},125  archivePrefix = {arXiv}126}127128% verified via https://api.crossref.org/works/10.1145/3769733.3769747 on 2026-10-30129@article{beel2025sakana,130  author = {Beel, Joeran and Kan, Min-Yen and Baumgart, Moritz},131  title = {{Evaluating Sakana's AI Scientist: Bold Claims, Mixed Results, and a Promising Future?}},132  year = {2025},133  journal = {ACM SIGIR Forum},134  volume = {59},135  number = {1},136  pages = {1--20},137  doi = {10.1145/3769733.3769747},138  eprint = {2502.14297},139  archivePrefix = {arXiv}140}141142% verified via https://export.arxiv.org/api/query?id_list=2607.12301 on 2026-10-30143@misc{luo2026xscientist,144  author = {Jixiang Luo},145  title = {{XScientist: A Git-Like Research Protocol for Long-Running Autonomous Scientific Discovery}},146  year = {2026},147  howpublished = {arXiv preprint arXiv:2607.12301},148  eprint = {2607.12301},149  archivePrefix = {arXiv}150}151152% verified via https://export.arxiv.org/api/query?id_list=2608.05179 on 2026-10-30153@misc{ding2026verificationgap,154  author = {Tianyu Ding and Aditya Nannapaneni and Bingfan Liu and Ling Zhang},155  title = {{Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap}},156  year = {2026},157  howpublished = {arXiv preprint arXiv:2608.05179},158  eprint = {2608.05179},159  archivePrefix = {arXiv}160}161162% verified via https://export.arxiv.org/api/query?id_list=2410.05080 on 2026-10-30163@inproceedings{chen2025scienceagentbench,164  author = {Ziru Chen and Shijie Chen and Yuting Ning and Qianheng Zhang and Boshi Wang and Botao Yu and Yifei Li and Zeyi Liao and Chen Wei and Zitong Lu and Vishal Dey and Mingyi Xue and Frazier N. Baker and Benjamin Burns and Daniel Adu-Ampratwum and Xuhui Huang and Xia Ning and Song Gao and Yu Su and Huan Sun},165  title = {{ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery}},166  year = {2024},167  booktitle = {ICLR 2025},168  eprint = {2410.05080},169  archivePrefix = {arXiv}170}171172% verified via https://export.arxiv.org/api/query?id_list=2407.01725 on 2026-10-30173@inproceedings{majumder2025discoverybench,174  author = {Bodhisattwa Prasad Majumder and Harshit Surana and Dhruv Agarwal and Bhavana Dalvi Mishra and Abhijeetsingh Meena and Aryan Prakhar and Tirth Vora and Tushar Khot and Ashish Sabharwal and Peter Clark},175  title = {{DiscoveryBench: Towards Data-Driven Discovery with Large Language Models}},176  year = {2024},177  booktitle = {ICLR 2025},178  eprint = {2407.01725},179  archivePrefix = {arXiv}180}181182% verified via https://export.arxiv.org/api/query?id_list=2409.07703 on 2026-10-30183@inproceedings{jing2025dsbench,184  author = {Liqiang Jing and Zhehui Huang and Xiaoyang Wang and Wenlin Yao and Wenhao Yu and Kaixin Ma and Hongming Zhang and Xinya Du and Dong Yu},185  title = {{DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?}},186  year = {2024},187  booktitle = {ICLR 2025},188  eprint = {2409.07703},189  archivePrefix = {arXiv}190}191192% verified via https://export.arxiv.org/api/query?id_list=2310.03302 on 2026-10-30193@inproceedings{huang2024mlagentbench,194  author = {Qian Huang and Jian Vora and Percy Liang and Jure Leskovec},195  title = {{MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation}},196  year = {2023},197  booktitle = {ICML 2024},198  eprint = {2310.03302},199  archivePrefix = {arXiv}200}201202% verified via https://export.arxiv.org/api/query?id_list=2408.09667 on 2026-10-30203@inproceedings{gu2024blade,204  author = {Ken Gu and Ruoxi Shang and Ruien Jiang and Keying Kuang and Richard-John Lin and Donghe Lyu and Yue Mao and Youran Pan and Teng Wu and Jiaqian Yu and Yikun Zhang and Tianmai M. Zhang and Lanyi Zhu and Mike A. Merrill and Jeffrey Heer and Tim Althoff},205  title = {{BLADE: Benchmarking Language Model Agents for Data-Driven Science}},206  year = {2024},207  booktitle = {EMNLP 2024},208  eprint = {2408.09667},209  archivePrefix = {arXiv}210}211212% verified via https://export.arxiv.org/api/query?id_list=2310.06770 on 2026-10-30213@inproceedings{jimenez2024swebench,214  author = {Carlos E. Jimenez and John Yang and Alexander Wettig and Shunyu Yao and Kexin Pei and Ofir Press and Karthik Narasimhan},215  title = {{SWE-bench: Can Language Models Resolve Real-World GitHub Issues?}},216  year = {2023},217  booktitle = {ICLR 2024},218  eprint = {2310.06770},219  archivePrefix = {arXiv}220}221222% verified via https://export.arxiv.org/api/query?id_list=2410.07095 on 2026-10-30223@inproceedings{chan2025mlebench,224  author = {Jun Shern Chan and Neil Chowdhury and Oliver Jaffe and James Aung and Dane Sherburn and Evan Mays and Giulio Starace and Kevin Liu and Leon Maksin and Tejal Patwardhan and Lilian Weng and Aleksander Mądry},225  title = {{MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering}},226  year = {2024},227  booktitle = {ICLR 2025},228  eprint = {2410.07095},229  archivePrefix = {arXiv}230}231232% verified via https://export.arxiv.org/api/query?id_list=2409.11363 on 2026-10-30233@article{siegel2024corebench,234  author = {Zachary S. Siegel and Sayash Kapoor and Nitya Nadgir and Benedikt Stroebl and Arvind Narayanan},235  title = {{CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark}},236  year = {2024},237  journal = {Transactions on Machine Learning Research},238  eprint = {2409.11363},239  archivePrefix = {arXiv}240}241242% verified via https://export.arxiv.org/api/query?id_list=2504.01848 on 2026-10-30243@inproceedings{starace2025paperbench,244  author = {Giulio Starace and Oliver Jaffe and Dane Sherburn and James Aung and Jun Shern Chan and Leon Maksin and Rachel Dias and Evan Mays and Benjamin Kinsella and Wyatt Thompson and Johannes Heidecke and Amelia Glaese and Tejal Patwardhan},245  title = {{PaperBench: Evaluating AI's Ability to Replicate AI Research}},246  year = {2025},247  booktitle = {ICML 2025},248  eprint = {2504.01848},249  archivePrefix = {arXiv}250}251252% verified via https://api.crossref.org/works/10.1093/bioinformatics/bts480 on 2026-10-30253@article{koster2012snakemake,254  author = {Köster, Johannes and Rahmann, Sven},255  title = {{Snakemake—a scalable bioinformatics workflow engine}},256  year = {2012},257  journal = {Bioinformatics},258  volume = {28},259  number = {19},260  pages = {2520--2522},261  doi = {10.1093/bioinformatics/bts480}262}263264% verified via https://api.crossref.org/works/10.1038/nbt.3820 on 2026-10-30265@article{ditommaso2017nextflow,266  author = {Di Tommaso, Paolo and Chatzou, Maria and Floden, Evan W and Barja, Pablo Prieto and Palumbo, Emilio and Notredame, Cedric},267  title = {{Nextflow enables reproducible computational workflows}},268  year = {2017},269  journal = {Nature Biotechnology},270  volume = {35},271  number = {4},272  pages = {316--319},273  doi = {10.1038/nbt.3820}274}275276% verified via https://api.crossref.org/works/10.1145/2452376.2452478 on 2026-10-30277@inproceedings{missier2013prov,278  author = {Missier, Paolo and Belhajjame, Khalid and Cheney, James},279  title = {{The W3C PROV family of specifications for modelling provenance metadata}},280  year = {2013},281  booktitle = {Proceedings of the 16th International Conference on Extending Database Technology},282  pages = {773--776},283  doi = {10.1145/2452376.2452478}284}285286% verified via https://api.crossref.org/works/10.1145/2882903.2899401 on 2026-10-30287@inproceedings{chirigati2016reprozip,288  author = {Chirigati, Fernando and Rampin, Rémi and Shasha, Dennis and Freire, Juliana},289  title = {{ReproZip}},290  year = {2016},291  booktitle = {Proceedings of the 2016 International Conference on Management of Data},292  pages = {2085--2088},293  doi = {10.1145/2882903.2899401}294}295296% verified via https://api.crossref.org/works/10.1371/journal.pcbi.1003285 on 2026-10-30297@article{sandve2013tensimplerules,298  author = {Sandve, Geir Kjetil and Nekrutenko, Anton and Taylor, James and Hovig, Eivind},299  title = {{Ten Simple Rules for Reproducible Computational Research}},300  year = {2013},301  journal = {PLoS Computational Biology},302  volume = {9},303  number = {10},304  pages = {e1003285},305  doi = {10.1371/journal.pcbi.1003285}306}307308% verified via https://api.crossref.org/works/10.1073/pnas.1708290115 on 2026-10-30309@article{stodden2018journalpolicy,310  author = {Stodden, Victoria and Seiler, Jennifer and Ma, Zhaokun},311  title = {{An empirical analysis of journal policy effectiveness for computational reproducibility}},312  year = {2018},313  journal = {Proceedings of the National Academy of Sciences},314  volume = {115},315  number = {11},316  pages = {2584--2589},317  doi = {10.1073/pnas.1708290115}318}319320% verified via https://api.crossref.org/works/10.1126/science.1213847 on 2026-10-30321@article{peng2011reproducible,322  author = {Peng, Roger D.},323  title = {{Reproducible Research in Computational Science}},324  year = {2011},325  journal = {Science},326  volume = {334},327  number = {6060},328  pages = {1226--1227},329  doi = {10.1126/science.1213847}330}331332% verified via https://api.crossref.org/works/10.17226/25303 on 2026-10-30333@book{nasem2019reproducibility,334  author = {{National Academies of Sciences, Engineering, and Medicine}},335  title = {{Reproducibility and Replicability in Science}},336  year = {2019},337  publisher = {The National Academies Press},338  address = {Washington, DC},339  doi = {10.17226/25303}340}341342% verified via https://api.crossref.org/works/10.1098/rsta.2020.0069 on 2026-10-30343@article{krafczyk2021reproduction,344  author = {Krafczyk, M. S. and Shi, A. and Bhaskar, A. and Marinov, D. and Stodden, V.},345  title = {{Learning from reproducing computational results: introducing three principles and the <i>Reproduction Package</i>}},346  year = {2021},347  journal = {Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},348  volume = {379},349  number = {2197},350  doi = {10.1098/rsta.2020.0069}351}352353% verified via https://api.crossref.org/works/10.1038/s41597-022-01143-6 on 2026-10-30354@article{trisovic2022codequality,355  author = {Trisovic, Ana and Lau, Matthew K. and Pasquier, Thomas and Crosas, Mercè},356  title = {{A large-scale study on research code quality and execution}},357  year = {2022},358  journal = {Scientific Data},359  volume = {9},360  number = {1},361  doi = {10.1038/s41597-022-01143-6}362}363364% verified via https://api.crossref.org/works/10.1073/pnas.1708274114 on 2026-10-30365@article{nosek2018preregistration,366  author = {Nosek, Brian A. and Ebersole, Charles R. and DeHaven, Alexander C. and Mellor, David T.},367  title = {{The preregistration revolution}},368  year = {2018},369  journal = {Proceedings of the National Academy of Sciences},370  volume = {115},371  number = {11},372  pages = {2600--2606},373  doi = {10.1073/pnas.1708274114}374}375376% verified via https://api.crossref.org/works/10.1016/j.cortex.2012.12.016 on 2026-10-30377@article{chambers2013registeredreports,378  author = {Chambers, Christopher D.},379  title = {{Registered Reports: A new publishing initiative at Cortex}},380  year = {2013},381  journal = {Cortex},382  volume = {49},383  number = {3},384  pages = {609--610},385  doi = {10.1016/j.cortex.2012.12.016}386}387388% verified via https://api.crossref.org/works/10.1038/s41562-021-01193-7 on 2026-10-30389@article{chambers2022registeredreports,390  author = {Chambers, Christopher D. and Tzavella, Loukia},391  title = {{The past, present and future of Registered Reports}},392  year = {2021},393  journal = {Nature Human Behaviour},394  volume = {6},395  number = {1},396  pages = {29--42},397  doi = {10.1038/s41562-021-01193-7}398}399400% verified via https://api.crossref.org/works/10.1177/0956797611417632 on 2026-10-30401@article{simmons2011falsepositive,402  author = {Simmons, Joseph P. and Nelson, Leif D. and Simonsohn, Uri},403  title = {{False-Positive Psychology}},404  year = {2011},405  journal = {Psychological Science},406  volume = {22},407  number = {11},408  pages = {1359--1366},409  doi = {10.1177/0956797611417632}410}411412% verified via https://api.crossref.org/works/10.1038/s41562-016-0021 on 2026-10-30413@article{munafo2017manifesto,414  author = {Munafò, Marcus R. and Nosek, Brian A. and Bishop, Dorothy V. M. and Button, Katherine S. and Chambers, Christopher D. and Percie du Sert, Nathalie and Simonsohn, Uri and Wagenmakers, Eric-Jan and Ware, Jennifer J. and Ioannidis, John P. A.},415  title = {{A manifesto for reproducible science}},416  year = {2017},417  journal = {Nature Human Behaviour},418  volume = {1},419  number = {1},420  doi = {10.1038/s41562-016-0021}421}422423% verified via https://api.crossref.org/works/10.1511/2014.111.460 on 2026-10-30424@article{gelman2014statisticalcrisis,425  author = {Gelman, Andrew and Loken, Eric},426  title = {{The Statistical Crisis in Science}},427  year = {2014},428  journal = {American Scientist},429  volume = {102},430  number = {6},431  pages = {460},432  doi = {10.1511/2014.111.460}433}434435% verified via https://api.crossref.org/works/10.1126/science.aab2374 on 2026-10-30436@article{nosek2015top,437  author = {Nosek, B. A. and Alter, G. and Banks, G. C. and Borsboom, D. and Bowman, S. D. and Breckler, S. J. and Buck, S. and Chambers, C. D. and Chin, G. and Christensen, G. and Contestabile, M. and Dafoe, A. and Eich, E. and Freese, J. and Glennerster, R. and Goroff, D. and Green, D. P. and Hesse, B. and Humphreys, M. and Ishiyama, J. and Karlan, D. and Kraut, A. and Lupia, A. and Mabry, P. and Madon, T. and Malhotra, N. and Mayo-Wilson, E. and McNutt, M. and Miguel, E. and Paluck, E. Levy and Simonsohn, U. and Soderberg, C. and Spellman, B. A. and Turitto, J. and VandenBos, G. and Vazire, S. and Wagenmakers, E. J. and Wilson, R. and Yarkoni, T.},438  title = {{Promoting an open research culture}},439  year = {2015},440  journal = {Science},441  volume = {348},442  number = {6242},443  pages = {1422--1425},444  doi = {10.1126/science.aab2374}445}446447% verified via https://api.crossref.org/works/10.1177/25152459211007467 on 2026-10-30448@article{scheel2021excess,449  author = {Scheel, Anne M. and Schijen, Mitchell R. M. J. and Lakens, Daniël},450  title = {{An Excess of Positive Results: Comparing the Standard Psychology Literature With Registered Reports}},451  year = {2021},452  journal = {Advances in Methods and Practices in Psychological Science},453  volume = {4},454  number = {2},455  doi = {10.1177/25152459211007467}456}457458% verified via https://api.crossref.org/works/10.1126/science.aac4716 on 2026-10-30459@article{osc2015reproducibility,460  author = {{Open Science Collaboration}},461  title = {{Estimating the reproducibility of psychological science}},462  year = {2015},463  journal = {Science},464  volume = {349},465  number = {6251},466  doi = {10.1126/science.aac4716}467}468469% verified via https://api.crossref.org/works/10.1207/s15327957pspr0203_4 on 2026-10-30470@article{kerr1998harking,471  author = {Kerr, Norbert L.},472  title = {{HARKing: Hypothesizing After the Results are Known}},473  year = {1998},474  journal = {Personality and Social Psychology Review},475  volume = {2},476  number = {3},477  pages = {196--217},478  doi = {10.1207/s15327957pspr0203_4}479}480481% verified via https://export.arxiv.org/api/query?id_list=2308.03688 on 2026-10-30482@inproceedings{liu2024agentbench,483  author = {Xiao Liu and Hao Yu and Hanchen Zhang and Yifan Xu and Xuanyu Lei and Hanyu Lai and Yu Gu and Hangliang Ding and Kaiwen Men and Kejuan Yang and Shudan Zhang and Xiang Deng and Aohan Zeng and Zhengxiao Du and Chenhui Zhang and Sheng Shen and Tianjun Zhang and Yu Su and Huan Sun and Minlie Huang and Yuxiao Dong and Jie Tang},484  title = {{AgentBench: Evaluating LLMs as Agents}},485  year = {2023},486  booktitle = {ICLR 2024},487  eprint = {2308.03688},488  archivePrefix = {arXiv}489}490491% verified via https://export.arxiv.org/api/query?id_list=2406.12045 on 2026-10-30492@misc{yao2024taubench,493  author = {Shunyu Yao and Noah Shinn and Pedram Razavi and Karthik Narasimhan},494  title = {{$$\tau$$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains}},495  year = {2024},496  howpublished = {arXiv preprint arXiv:2406.12045},497  eprint = {2406.12045},498  archivePrefix = {arXiv}499}500501% verified via https://export.arxiv.org/api/query?id_list=2407.01502 on 2026-10-30502@article{kapoor2024agentsthatmatter,503  author = {Sayash Kapoor and Benedikt Stroebl and Zachary S. Siegel and Nitya Nadgir and Arvind Narayanan},504  title = {{AI Agents That Matter}},505  year = {2024},506  journal = {Transactions on Machine Learning Research},507  eprint = {2407.01502},508  archivePrefix = {arXiv}509}510511% verified via https://api.crossref.org/works/10.18653/v1/2023.findings-emnlp.722 on 2026-10-30512@inproceedings{sainz2023contamination,513  author = {Sainz, Oscar and Campos, Jon and García-Ferrero, Iker and Etxaniz, Julen and de Lacalle, Oier Lopez and Agirre, Eneko},514  title = {{NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark}},515  year = {2023},516  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2023},517  pages = {10776--10787},518  doi = {10.18653/v1/2023.findings-emnlp.722},519  eprint = {2310.18018},520  archivePrefix = {arXiv}521}522523% verified via https://export.arxiv.org/api/query?id_list=2306.05685 on 2026-10-30524@inproceedings{zheng2023mtbench,525  author = {Lianmin Zheng and Wei-Lin Chiang and Ying Sheng and Siyuan Zhuang and Zhanghao Wu and Yonghao Zhuang and Zi Lin and Zhuohan Li and Dacheng Li and Eric P. Xing and Hao Zhang and Joseph E. Gonzalez and Ion Stoica},526  title = {{Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena}},527  year = {2023},528  booktitle = {NeurIPS 2023 Datasets and Benchmarks},529  eprint = {2306.05685},530  archivePrefix = {arXiv}531}532533% verified via https://export.arxiv.org/api/query?id_list=2406.12624 on 2026-10-30534@inproceedings{thakur2025judgingjudges,535  author = {Aman Singh Thakur and Kartik Choudhary and Venkat Srinik Ramayapally and Sankaran Vaidyanathan and Dieuwke Hupkes},536  title = {{Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges}},537  year = {2024},538  booktitle = {GEM2 Workshop, ACL 2025},539  eprint = {2406.12624},540  archivePrefix = {arXiv}541}542543% verified via https://export.arxiv.org/api/query?id_list=2404.13076 on 2026-10-30544@inproceedings{panickssery2024selfpreference,545  author = {Arjun Panickssery and Samuel R. Bowman and Shi Feng},546  title = {{LLM Evaluators Recognize and Favor Their Own Generations}},547  year = {2024},548  booktitle = {NeurIPS 2024},549  eprint = {2404.13076},550  archivePrefix = {arXiv}551}552553% verified via https://export.arxiv.org/api/query?id_list=2507.02825 on 2026-10-30554@misc{zhu2025abc,555  author = {Yuxuan Zhu and Tengjun Jin and Yada Pruksachatkun and Andy Zhang and Shu Liu and Sasha Cui and Sayash Kapoor and Shayne Longpre and Kevin Meng and Rebecca Weiss and Fazl Barez and Rahul Gupta and Jwala Dhamala and Jacob Merizian and Mario Giulianelli and Harry Coppock and Cozmin Ududec and Jasjeet Sekhon and Jacob Steinhardt and Antony Kellermann and Sarah Schwettmann and Matei Zaharia and Ion Stoica and Percy Liang and Daniel Kang},556  title = {{Establishing Best Practices for Building Rigorous Agentic Benchmarks}},557  year = {2025},558  howpublished = {arXiv preprint arXiv:2507.02825},559  eprint = {2507.02825},560  archivePrefix = {arXiv}561}562563% verified via https://export.arxiv.org/api/query?id_list=2510.11977 on 2026-10-30564@misc{kapoor2025hal,565  author = {Sayash Kapoor and Benedikt Stroebl and Peter Kirgis and Nitya Nadgir and Zachary S Siegel and Boyi Wei and Tianci Xue and Ziru Chen and Felix Chen and Saiteja Utpala and Franck Ndzomga and Dheeraj Oruganty and Sophie Luskin and Kangheng Liu and Botao Yu and Amit Arora and Dongyoon Hahm and Harsh Trivedi and Huan Sun and Juyong Lee and Tengjun Jin and Yifan Mai and Yifei Zhou and Yuxuan Zhu and Rishi Bommasani and Daniel Kang and Dawn Song and Peter Henderson and Yu Su and Percy Liang and Arvind Narayanan},566  title = {{Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation}},567  year = {2025},568  howpublished = {arXiv preprint arXiv:2510.11977},569  eprint = {2510.11977},570  archivePrefix = {arXiv}571}572573% verified via https://export.arxiv.org/api/query?id_list=2510.12367 on 2026-10-30574@misc{li2025llmreval,575  author = {Rui Li and Jia-Chen Gu and Po-Nien Kung and Heming Xia and Junfeng liu and Xiangwen Kong and Zhifang Sui and Nanyun Peng},576  title = {{LLM-REVal: Can We Trust LLM Reviewers Yet?}},577  year = {2025},578  howpublished = {arXiv preprint arXiv:2510.12367},579  eprint = {2510.12367},580  archivePrefix = {arXiv}581}582583% verified via https://api.crossref.org/works/10.1518/001872097778543886 on 2026-10-30584@article{parasuraman1997automation,585  author = {Parasuraman, Raja and Riley, Victor},586  title = {{Humans and Automation: Use, Misuse, Disuse, Abuse}},587  year = {1997},588  journal = {Human Factors: The Journal of the Human Factors and Ergonomics Society},589  volume = {39},590  number = {2},591  pages = {230--253},592  doi = {10.1518/001872097778543886}593}594595% verified via https://api.crossref.org/works/10.1109/3468.844354 on 2026-10-30596@article{parasuraman2000levels,597  author = {Parasuraman, R. and Sheridan, T.B. and Wickens, C.D.},598  title = {{A model for types and levels of human interaction with automation}},599  year = {2000},600  journal = {IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans},601  volume = {30},602  number = {3},603  pages = {286--297},604  doi = {10.1109/3468.844354}605}606607% verified via https://api.crossref.org/works/10.1136/amiajnl-2011-000089 on 2026-10-30608@article{goddard2012automationbias,609  author = {Goddard, Kate and Roudsari, Abdul and Wyatt, Jeremy C},610  title = {{Automation bias: a systematic review of frequency, effect mediators, and mitigators}},611  year = {2012},612  journal = {Journal of the American Medical Informatics Association},613  volume = {19},614  number = {1},615  pages = {121--127},616  doi = {10.1136/amiajnl-2011-000089}617}618619% verified via https://api.crossref.org/works/10.1145/3593013.3594087 on 2026-10-30620@inproceedings{lai2023humanai,621  author = {Lai, Vivian and Chen, Chacha and Smith-Renner, Alison and Liao, Q. Vera and Tan, Chenhao},622  title = {{Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies}},623  year = {2023},624  booktitle = {2023 ACM Conference on Fairness Accountability and Transparency},625  pages = {1369--1385},626  doi = {10.1145/3593013.3594087},627  eprint = {2112.11471},628  archivePrefix = {arXiv}629}630631% verified via https://api.crossref.org/works/10.1145/3411764.3445717 on 2026-10-30632@inproceedings{bansal2021whole,633  author = {Bansal, Gagan and Wu, Tongshuang and Zhou, Joyce and Fok, Raymond and Nushi, Besmira and Kamar, Ece and Ribeiro, Marco Tulio and Weld, Daniel},634  title = {{Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance}},635  year = {2021},636  booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems},637  pages = {1--16},638  doi = {10.1145/3411764.3445717}639}640641% verified via https://export.arxiv.org/api/query?id_list=1902.03245 on 2026-10-30642@inproceedings{lubars2019delegability,643  author = {Brian Lubars and Chenhao Tan},644  title = {{Ask Not What AI Can Do, But What AI Should Do: Towards a Framework of Task Delegability}},645  year = {2019},646  booktitle = {NeurIPS 2019},647  eprint = {1902.03245},648  archivePrefix = {arXiv}649}650651% verified via https://api.crossref.org/works/10.1038/s41562-024-02024-1 on 2026-10-30652@article{vaccaro2024combinations,653  author = {Vaccaro, Michelle and Almaatouq, Abdullah and Malone, Thomas},654  title = {{When combinations of humans and AI are useful: A systematic review and meta-analysis}},655  year = {2024},656  journal = {Nature Human Behaviour},657  volume = {8},658  number = {12},659  pages = {2293--2303},660  doi = {10.1038/s41562-024-02024-1}661}662663% verified via https://api.crossref.org/works/10.1016/0005-1098(83)90046-8 on 2026-10-30664@article{bainbridge1983ironies,665  author = {Bainbridge, Lisanne},666  title = {{Ironies of automation}},667  year = {1983},668  journal = {Automatica},669  volume = {19},670  number = {6},671  pages = {775--779},672  doi = {10.1016/0005-1098(83)90046-8}673}674675% verified via https://api.crossref.org/works/10.1145/3449287 on 2026-10-30676@article{bucinca2021trust,677  author = {Buçinca, Zana and Malaya, Maja Barbara and Gajos, Krzysztof Z.},678  title = {{To Trust or to Think}},679  year = {2021},680  journal = {Proceedings of the ACM on Human-Computer Interaction},681  volume = {5},682  number = {CSCW1},683  pages = {1--21},684  doi = {10.1145/3449287}685}686687% verified via https://export.arxiv.org/api/query?id_list=2507.09089 on 2026-10-30688@misc{becker2025metr,689  author = {Joel Becker and Nate Rush and Elizabeth Barnes and David Rein},690  title = {{Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity}},691  year = {2025},692  howpublished = {arXiv preprint arXiv:2507.09089},693  eprint = {2507.09089},694  archivePrefix = {arXiv}695}696697% verified via https://api.crossref.org/works/10.1145/2408776.2408794 on 2026-10-30698@article{dean2013tail,699  author = {Dean, Jeffrey and Barroso, Luiz André},700  title = {{The tail at scale}},701  year = {2013},702  journal = {Communications of the ACM},703  volume = {56},704  number = {2},705  pages = {74--80},706  doi = {10.1145/2408776.2408794}707}708709% verified via https://api.semanticscholar.org/graph/v1/paper/87c9e34c39dd1fbd470010dc1ea98ba3517f5a2a on 2026-10-30710@inproceedings{gray1986whystop,711  author = {Jim Gray},712  title = {{Why Do Computers Stop and What Can Be Done About It?}},713  year = {1986},714  booktitle = {Symposium on Reliability in Distributed Software and Database Systems}715}716717% verified via https://api.crossref.org/works/10.1109/MS.2016.60 on 2026-10-30718@article{basiri2016chaos,719  author = {Basiri, Ali and Behnam, Niosha and de Rooij, Ruud and Hochstein, Lorin and Kosewski, Luke and Reynolds, Justin and Rosenthal, Casey},720  title = {{Chaos Engineering}},721  year = {2016},722  journal = {IEEE Software},723  volume = {33},724  number = {3},725  pages = {35--41},726  doi = {10.1109/MS.2016.60}727}728729% verified via https://api.crossref.org/works/10.1145/2160718.2160734 on 2026-10-30730@article{helland2012idempotence,731  author = {Helland, Pat},732  title = {{Idempotence is not a medical condition}},733  year = {2012},734  journal = {Communications of the ACM},735  volume = {55},736  number = {5},737  pages = {56--65},738  doi = {10.1145/2160718.2160734}739}740741% verified via https://api.crossref.org/works/10.1145/3485510 on 2026-10-30742@article{burckhardt2021durablefunctions,743  author = {Burckhardt, Sebastian and Gillum, Chris and Justo, David and Kallas, Konstantinos and McMahon, Connor and Meiklejohn, Christopher S.},744  title = {{Durable functions: semantics for stateful serverless}},745  year = {2021},746  journal = {Proceedings of the ACM on Programming Languages},747  volume = {5},748  number = {OOPSLA},749  pages = {1--27},750  doi = {10.1145/3485510}751}752753% verified via https://export.arxiv.org/api/query?id_list=2504.13359 on 2026-10-30754@misc{erol2025costofpass,755  author = {Mehmet Hamza Erol and Batu El and Mirac Suzgun and Mert Yuksekgonul and James Zou},756  title = {{Cost-of-Pass: An Economic Framework for Evaluating Language Models}},757  year = {2025},758  howpublished = {arXiv preprint arXiv:2504.13359},759  eprint = {2504.13359},760  archivePrefix = {arXiv}761}762763% verified via https://export.arxiv.org/api/query?id_list=2411.05285 on 2026-10-30764@misc{dong2024agentops,765  author = {Liming Dong and Qinghua Lu and Liming Zhu},766  title = {{AgentOps: Enabling Observability of LLM Agents}},767  year = {2024},768  howpublished = {arXiv preprint arXiv:2411.05285},769  eprint = {2411.05285},770  archivePrefix = {arXiv}771}772773% verified via https://export.arxiv.org/api/query?id_list=2603.29231 on 2026-10-30774@misc{khanal2026reliability,775  author = {Aaditya Khanal and Yangyang Tao and Junxiu Zhou},776  title = {{Beyond pass@1: A Reliability Science Framework for Long-Horizon LLM Agents}},777  year = {2026},778  howpublished = {arXiv preprint arXiv:2603.29231},779  eprint = {2603.29231},780  archivePrefix = {arXiv}781}782783% verified via https://export.arxiv.org/api/query?id_list=2608.14380 on 2026-10-30784@misc{zhuang2026agentrewind,785  author = {Yu Zhuang and Kefei Chen and Yitong Duan and Shuxin Zheng and Jian Li and Xu-Yao Zhang},786  title = {{AgentRewind: Recoverable Execution for Long-Horizon LLM Agents}},787  year = {2026},788  howpublished = {arXiv preprint arXiv:2608.14380},789  eprint = {2608.14380},790  archivePrefix = {arXiv}791}792793% verified via https://api.semanticscholar.org/graph/v1/paper/003d5a65de0ac72daaf105ded903cb3eb88585b3 on 2026-10-30794@techreport{sigelman2010dapper,795  author = {B. Sigelman and L. Barroso and M. Burrows and Patrick Stephenson and M. Plakal and Donald Beaver and Saul Jaspan and C. Shanbhag},796  title = {{Dapper, a Large-Scale Distributed Systems Tracing Infrastructure}},797  year = {2010},798  institution = {Google},799  number = {dapper-2010-1}800}801802% verified via https://api.crossref.org/works/10.18653/v1/2020.emnlp-main.609 on 2026-10-30803@inproceedings{wadden2020scifact,804  author = {Wadden, David and Lin, Shanchuan and Lo, Kyle and Wang, Lucy Lu and van Zuylen, Madeleine and Cohan, Arman and Hajishirzi, Hannaneh},805  title = {{Fact or Fiction: Verifying Scientific Claims}},806  year = {2020},807  booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},808  pages = {7534--7550},809  doi = {10.18653/v1/2020.emnlp-main.609}810}811812% verified via https://api.crossref.org/works/10.18653/v1/N18-1074 on 2026-10-30813@inproceedings{thorne2018fever,814  author = {Thorne, James and Vlachos, Andreas and Christodoulopoulos, Christos and Mittal, Arpit},815  title = {{FEVER: a Large-scale Dataset for Fact Extraction and VERification}},816  year = {2018},817  booktitle = {Proceedings of the 2018 Conference of the North American Chapter of818          the Association for Computational Linguistics: Human Language819          Technologies, Volume 1 (Long Papers)},820  pages = {809--819},821  doi = {10.18653/v1/N18-1074}822}823824% verified via https://export.arxiv.org/api/query?id_list=2212.08037 on 2026-10-30825@misc{bohnet2022attributedqa,826  author = {Bernd Bohnet and Vinh Q. Tran and Pat Verga and Roee Aharoni and Daniel Andor and Livio Baldini Soares and Massimiliano Ciaramita and Jacob Eisenstein and Kuzman Ganchev and Jonathan Herzig and Kai Hui and Tom Kwiatkowski and Ji Ma and Jianmo Ni and Lierni Sestorain Saralegui and Tal Schuster and William W. Cohen and Michael Collins and Dipanjan Das and Donald Metzler and Slav Petrov and Kellie Webster},827  title = {{Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models}},828  year = {2022},829  howpublished = {arXiv preprint arXiv:2212.08037},830  eprint = {2212.08037},831  archivePrefix = {arXiv}832}833834% verified via https://api.crossref.org/works/10.1038/s41598-023-41032-5 on 2026-10-30835@article{walters2023fabrication,836  author = {Walters, William H. and Wilder, Esther Isabelle},837  title = {{Fabrication and errors in the bibliographic citations generated by ChatGPT}},838  year = {2023},839  journal = {Scientific Reports},840  volume = {13},841  number = {1},842  doi = {10.1038/s41598-023-41032-5}843}844845% verified via https://api.crossref.org/works/10.7759/cureus.35179 on 2026-10-30846@article{alkaissi2023hallucinations,847  author = {Alkaissi, Hussam and McFarlane, Samy I},848  title = {{Artificial Hallucinations in ChatGPT: Implications in Scientific Writing}},849  year = {2023},850  journal = {Cureus},851  doi = {10.7759/cureus.35179}852}853854% verified via https://api.crossref.org/works/10.18653/v1/2023.acl-long.910 on 2026-10-30855@inproceedings{gao2023rarr,856  author = {Gao, Luyu and Dai, Zhuyun and Pasupat, Panupong and Chen, Anthony and Chaganty, Arun Tejasvi and Fan, Yicheng and Zhao, Vincent and Lao, Ni and Lee, Hongrae and Juan, Da-Cheng and Guu, Kelvin},857  title = {{RARR: Researching and Revising What Language Models Say, Using Language Models}},858  year = {2023},859  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},860  pages = {16477--16508},861  doi = {10.18653/v1/2023.acl-long.910}862}863864% verified via https://export.arxiv.org/api/query?id_list=2203.11171 on 2026-10-30865@inproceedings{wang2023selfconsistency,866  author = {Xuezhi Wang and Jason Wei and Dale Schuurmans and Quoc Le and Ed Chi and Sharan Narang and Aakanksha Chowdhery and Denny Zhou},867  title = {{Self-Consistency Improves Chain of Thought Reasoning in Language Models}},868  year = {2022},869  booktitle = {ICLR 2023},870  eprint = {2203.11171},871  archivePrefix = {arXiv}872}873874% verified via https://api.crossref.org/works/10.18653/v1/2023.emnlp-main.741 on 2026-10-30875@inproceedings{min2023factscore,876  author = {Min, Sewon and Krishna, Kalpesh and Lyu, Xinxi and Lewis, Mike and Yih, Wen-tau and Koh, Pang and Iyyer, Mohit and Zettlemoyer, Luke and Hajishirzi, Hannaneh},877  title = {{FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation}},878  year = {2023},879  booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing},880  pages = {12076--12100},881  doi = {10.18653/v1/2023.emnlp-main.741},882  eprint = {2305.14251},883  archivePrefix = {arXiv}884}885886% verified via https://export.arxiv.org/api/query?id_list=2310.01798 on 2026-10-30887@inproceedings{huang2024selfcorrect,888  author = {Jie Huang and Xinyun Chen and Swaroop Mishra and Huaixiu Steven Zheng and Adams Wei Yu and Xinying Song and Denny Zhou},889  title = {{Large Language Models Cannot Self-Correct Reasoning Yet}},890  year = {2023},891  booktitle = {ICLR 2024},892  eprint = {2310.01798},893  archivePrefix = {arXiv}894}895896% verified via https://export.arxiv.org/api/query?id_list=2601.18724 on 2026-10-30897@inproceedings{sakai2026hallucitation,898  author = {Yusuke Sakai and Hidetaka Kamigaito and Taro Watanabe},899  title = {{HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences}},900  year = {2026},901  booktitle = {ACL 2026 (per Semantic Scholar venue record)},902  eprint = {2601.18724},903  archivePrefix = {arXiv}904}905906% verified via https://export.arxiv.org/api/query?id_list=2605.07723 on 2026-10-30907@misc{zhao2026hallucinationswild,908  author = {Zhenyue Zhao and Yihe Wang and Toby Stuart and Mathijs De Vaan and Paul Ginsparg and Yian Yin},909  title = {{LLM hallucinations in the wild: Large-scale evidence from non-existent citations}},910  year = {2026},911  howpublished = {arXiv preprint arXiv:2605.07723},912  eprint = {2605.07723},913  archivePrefix = {arXiv}914}915916
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