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 "name": "executable-knowledge-lifecycles-benchmark",
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 "citation": "@software{gao_2026_executable_knowledge_lifecycles,\n  author    = {Yongjing Gao},\n  title     = {Executable Knowledge Lifecycles as Dynamical Control in Agent Systems},\n  version   = {0.2.6-exp.1-final},\n  year      = {2026},\n  publisher = {Zenodo},\n  doi       = {10.5281/zenodo.21361204},\n  url       = {https://doi.org/10.5281/zenodo.21361204}\n}",
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