首页|New Artificial Intelligence Findings from Financial University Published (Applic ation of a Model Life Cycle Concept to Investments in Artificial Intelligence Ev aluation on the Example of Large Language Models)
New Artificial Intelligence Findings from Financial University Published (Applic ation of a Model Life Cycle Concept to Investments in Artificial Intelligence Ev aluation on the Example of Large Language Models)
扫码查看
点击上方二维码区域，可以放大扫码查看
原文链接
NETL
NSTL
By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News-Investigators publish new report on ar tificial intelligence. According to news reportingfrom Financial University by NewsRx journalists, research stated, "The life cycle of an artificial intelligence model is the object of research. The purpose of the study is to develop a mod el life-cycle methodologythat describes the economic content of the investment process in artificial intelligence technology."Our news editors obtained a quote from the research from Financial University: " During the study, bothgeneral scientific methods such as analysis, synthesis, c omparison, abstraction, induction and deductionwere used, as well as project me thodologies of the life-cycle, employed as the basis for the value creationlife -cycle of the model. The analysis was based on identifying the necessary stages of model developmentin terms of the CRISP-DM methodology and determining the fe atures of each of them in terms of cashflows. Modified versions of the model li fe-cycle containing risk assessment, including model risk, were alsotaken into account. In the process of research, the proposed generalized model life-cycle m ethodologywas specified for a specific AI technology - large language models. A s a result of the study, the authorproposed a three-stage model. The possible o ptionality between the stages and the characteristics of cashflows are describe d. It was concluded that an investment project for the development of AI contain sseveral real options - abandonment, reduction, expansion and replacement. For large language models,the life cycle structure and possible optionalities are p reserved. The peculiarity is that the value creationprocess involves cash flows from different areas of application of the model in business processes."
Financial UniversityArtificial Intelli genceEmerging TechnologiesInvestment and FinanceMachine LearningTechnology
NETL
NSTL
