Mandating public availability of computer code underlying computational simulation modeling research ends up doing a disservice to the cause of model verification when inconsistencies between the specifications in the publication text and specifications in the computer code go unchallenged. Conversely, a model is verified when an independent researcher undertakes the set of mental processing tasks necessary to convert natural language specifications in a publication text into computer code instructions that produce numerical or graphical outputs identical to the outputs found in the original publication. The effort towards obtaining convergence with the numerical or graphical outputs directs intensive consideration of the publication text. The original computer code has little role to play in determining the verification status - verified/ failed verification. An insight is obtained that skillful deployment of human intelligence is feasible when effort-directing feedback processes are in place to appropriately go around the human frailty of giving up in the absence of actionable feedback. This principle can be put to use to develop better organizational configurations in business, government and society.
翻译:计算模拟模型研究所依据的计算机代码的公开提供,最终对模型核查工作造成不利,因为计算机代码中出版文本和规格的不一致之处没有受到质疑。相反,当独立研究者开展一系列必要的心理处理任务,将出版文本中的自然语言规格转换成计算机代码指令,产生与原始出版物中产出相同的数字或图形产出,从而产生与数字或图形产出一致的结果,从而导致对出版物文本的深入审议。原始计算机代码在确定核查状态方面作用不大——核实/未核实。了解到,在努力引导反馈进程进入适当绕过放弃可采取行动的反馈的人类弱点时,熟练地部署人类情报是可行的。这项原则可用于在商业、政府和社会上建立更好的组织架构。