Dear readers! We present to you a fresh issue of the magazine dedicated to current issues in the logistics industry.
Dear readers! We present to you the first issue of 2026, in which we have collected a number of interesting materials on issues of modern logistics.
We are pleased to present to you the final issue of the journal in 2025 and inform you that LOGISTICS is opening a new page in its development by starting cooperation with the Crystal Growth Foundation, which means that the information saturation of the publication will change for the better. The first issue is dedicated to one of the innovative domestic developments, AI-Kantorovich, which the Crystal Growth Foundation created together with Hive Mind AI.
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Annotation. The article systematizes scientific approaches to the concept of «market uncertainty», presents the principles of functioning and limitations of traditional forecasting methods. The article defines the tasks and classifies machine learning methods, discusses the stages of integrating ML solutions into logistics systems, and substantiates the importance of predictive analytics using artificial intelligence.
Key words. Market uncertainty, supply chain uncertainty factors, traditional forecasting methods, demand forecasting accuracy, machine learning, and artificial intelligence.
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