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September 21, 2026
Researchers Develop Methodology to Assess the Quality of Legal Representation in Criminal Proceedings
Having a good defence attorney in criminal proceedings can largely determine whether a defendant retains their freedom, health and good name. Researchers at HSE University propose a method for predicting an attorney’s performance based on the outcomes of their previous cases. The methodology takes into account the severity of the charges, the complexity of the cases, and the most likely outcome, drawing on judicial statistics.
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September 18, 2026
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Illustrations can help remember specific actions but do not always make abstract ideas easier to learn. Researchers from HSE University and Humboldt University compared how people learn from texts with different levels of abstractness. They found that participants remembered illustrations better and performed better on related tasks after reading a multimedia text about yoga asanas than after reading an abstract text about the Nash equilibrium. The findings could help improve the selection of illustrations for educational and informational materials. The study has been published in Learning and Instruction.

 

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Liquidity management models in a VUCA environment: Research focus shift.

MULTIDISCIPLINARY SCIENCE JOURNAL. 2025. Vol. 8. No. 1. P. e2026126.
Zanko Georgii

Effective cash management remains a persistent challenge in dynamic economic landscapes, particularly under VUCA conditions. While traditional cash management models, including stochastic programming, have offered valuable insights, their limitations in capturing rapid changes and unknown uncertainties are becoming increasingly apparent. This paper addresses this gap by conducting a comparative analysis between a Stochastic Goal Programming model and a Particle Swarm Optimization model for cash flow management within a simulated VUCA environment. The study hypothesizes that advanced optimization techniques, specifically the metaheuristic PSO, will demonstrate superior performance across key metrics in such conditions. Through a rigorously designed simulation the results affirm this hypothesis. The PSO model consistently exhibited lower overall costs, improved risk mitigation, and enhanced cash balance stability compared to the SGP model. This superiority is attributed to PSO's distribution-agnostic nature, its ability to handle non-linear dynamics, and its adaptive search capabilities, making it more resilient to the unpredictable and multifaceted nature of VUCA environments. These findings advocate for a paradigm shift towards more adaptable optimization techniques in liquidity management research and practice, highlighting the potential for metaheuristics to offer more robust solutions in the modern financial world.

Language: English
DOI
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Keywords: modelingsimulationcash managementVUCA
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