{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:55:34Z","timestamp":1781520934255,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":8,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T00:00:00Z","timestamp":1781568000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,17]]},"DOI":"10.1145\/3816713.3818807","type":"proceedings-article","created":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:34:51Z","timestamp":1781519691000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["A Validation and Governance Framework for Multi-Agent LLM Scientific Software Development"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9368-6838","authenticated-orcid":false,"given":"Tim","family":"Bass","sequence":"first","affiliation":[{"name":"Independent Researcher, Bangkok, Bangkok, Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,16]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","unstructured":"Rauno Arike Elizabeth Donoway Henning Bartsch and Marius Hobbhahn. 2025. Evaluating Goal Drift in Language Model Agents. Proceedings of the AAAI\/ACM Conference on AI Ethics and Society 8 1 (2025) 192\u2013203. 10.1609\/aies.v8i1.36541","DOI":"10.1609\/aies.v8i1.36541"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","unstructured":"Tim Bass. 2026. A Deterministic Blackboard Knowledge Source Engine for Protein Missense Variant Interpretation: A Controlled Experiment in LLM-Assisted Scientific Software Development. 10.5281\/zenodo.19438177Preprint Draft Technical Report v0.1.0.","DOI":"10.5281\/zenodo.19438177"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","unstructured":"Tim Bass. 2026. Deterministic Blackboard Pipelines with Specialized LLM Knowledge Sources: A Generalizable Architecture for Intelligent Multi-Stage Reasoning. 10.5281\/zenodo.19068475Preprint.","DOI":"10.5281\/zenodo.19068475"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","unstructured":"Tim Bass. 2026. Multi-Agent Development of a Domain-Specific Scientific Application: Complexity Classes in Building StellarPop. 10.5281\/zenodo.19414914Technical note Draft v0.1.","DOI":"10.5281\/zenodo.19414914"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1017\/9781316995433"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","unstructured":"Junda He Christoph Treude and David Lo. 2025. LLM-Based Multi-Agent Systems for Software Engineering: Literature Review Vision and the Road Ahead. ACM Trans. Softw. Eng. Methodol. 34 5 Article 124 (May 2025) 30\u00a0pages. 10.1145\/3712003","DOI":"10.1145\/3712003"},{"key":"e_1_3_3_1_8_2","unstructured":"Sirui Hong Mingchen Zhuge Jiaqi Chen Xiawu Zheng Yuheng Cheng Ceyao Zhang Jinlin Wang Zili Wang Steven Ka\u00a0Shing Yau Zijuan Lin Liyang Zhou Chenyu Ran Lingfeng Xiao Chenglin Wu and J\"urgen Schmidhuber. 2024. MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. arxiv:https:\/\/arXiv.org\/abs\/2308.00352\u00a0[cs.AI] https:\/\/arxiv.org\/abs\/2308.00352"},{"key":"e_1_3_3_1_9_2","unstructured":"JV Roig. 2025. How Do LLMs Fail In Agentic Scenarios? A Qualitative Analysis of Success and Failure Scenarios of Various LLMs in Agentic Simulations. arxiv:https:\/\/arXiv.org\/abs\/2512.07497\u00a0[cs.AI] https:\/\/arxiv.org\/abs\/2512.07497"}],"event":{"name":"IAIT 2026: 14th International Conference on Advances in Information Technology","location":"Bangkok Thailand","acronym":"IAIT '26"},"container-title":["Proceedings of the 14th International Conference on Advances in Information Technology"],"original-title":[],"deposited":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:35:32Z","timestamp":1781519732000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3816713.3818807"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,16]]},"references-count":8,"alternative-id":["10.1145\/3816713.3818807","10.1145\/3816713"],"URL":"https:\/\/doi.org\/10.1145\/3816713.3818807","relation":{},"subject":[],"published":{"date-parts":[[2026,6,16]]},"assertion":[{"value":"2026-06-16","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}