Tambov
Ukrainian drones hit Russian online retailer Wildberries, media and governor say
Ukrainian drones have hit warehouses belonging to Russia's biggest online retailer again, injuring 10 people, according to Russian media and the region's governor. Logistics hubs belonging to Wildberries in Krasnodar and Stavropol were struck during overnight strikes, forcing workers to be evacuated, the company's owner said. It is the second time Ukraine has attacked the firm's facilities in four days, with warehouses in Tambov and Elektrostal hit on Saturday, killing eight and injuring 62. Kyiv has claimed the warehouses have been used to supply components to make Russia's drones and navigation equipment. Wildberries owner Tatyana Kim said on Telegram that there are no words to describe all the feelings and emotions caused by the attacks on ordinary people, on our employees, on us, who are simply doing our jobs. But these situations demonstrate the most important thing: we must continue to do what we do for the benefit of people.
Ukrainian drone attacks on Russia kill at least 8, wound dozens
Is the war entering a new phase? Ukrainian drone attacks in western Russia have killed at least eight people and wounded dozens, according to local officials, as Ukraine and Russia continue to exchange strikes. Tambov Governor Evgeniy Pervyshov said on Saturday that an attack on Kotovsk struck a warehouse owned by Wildberries, Russia's largest online retailer. Another 25 people were wounded, including one person in critical condition and six seriously, with most of the injuries caused by shrapnel, he said. According to the governor, 28 drones had been intercepted.
Russia pounds Ukraine, kills more civilians before White House meeting
Russian attacks on major Ukrainian cities have killed at least 12 people as President Volodymyr Zelenskyy visits Washington, DC, supported by European leaders, for high-stakes peace talks with United States President Donald Trump that could determine Ukraine's future and its fate in the war, now in its fourth year. An entire family, including a toddler and a 16-year-old, were among seven people killed in an overnight drone strike on a residential neighbourhood in the northeastern city of Kharkiv, authorities said on Monday. The attack also injured 20 people, including six children. Russian forces killed five people and injured four in attacks in eastern Ukraine's Donetsk region, where some of the fiercest fighting on the ground rages on and where Russian President Vladimir Putin, feeling Moscow has the upper hand, seeks Ukraine's withdrawal from the third of the region Kyiv still controls. In Zaporizhzhia, a city in the southeast, 17 people were injured in an attack, according to Governor Ivan Fedorov.
Russian advances in Ukraine slow down despite growing force size
Russia's territorial gains in Ukraine are slowing down dramatically, two analyses have found, continuing a pattern from 2024 at a time when both nations are trying to project strength in the face of United States-mediated negotiations aimed at ending the war. Britain's Ministry of Defence last week estimated that Russian forces seized 143sq km (55sq miles) of Ukrainian land in March, compared with 196sq km (76sq miles) in February and 326sq km (126sq miles) in January. The Institute for the Study of War, a Washington, DC-based think tank, spotted the same trend, estimating Russian gains at 203sq km (78sq miles) in March, 354sq km (137sq miles) in February and 427sq km (165sq miles) in January. These estimates are based on satellite imagery and geolocated open-source photography rather than claims by either side. Should this trend continue, Russian forces could come to a standstill by early summer, roughly coinciding with US President Donald Trump's self-imposed early deadline for achieving a ceasefire.
Russia suffers setbacks as Ukraine braces for tough month on battlefield
Russia has suffered multiple diplomatic and judicial blows during the past week over its war on Ukraine, despite President Vladimir Putin's high-profile visits to North Korea and Vietnam and Moscow's claims that it is founding a "Eurasian security architecture that will replace the discredited Euro-Atlantic security arrangements". Putin signed a "comprehensive strategic treaty" with North Korean leader Kim Jong Un on June 19, incorporating what he said was a defensive alliance. South Korea's government condemned the agreement. Its national security adviser, Chang Ho-jin, declared that Seoul would reconsider lifting a ban on arms supplies directly to Ukraine. Until now, South Korea has only sold weapons to Ukraine's allies.
Changes from Classical Statistics to Modern Statistics and Data Science
Zhang, Kai, Liu, Shan, Xiong, Momiao
A coordinate system is a foundation for every quantitative science, engineering, and medicine. Classical physics and statistics are based on the Cartesian coordinate system. The classical probability and hypothesis testing theory can only be applied to Euclidean data. However, modern data in the real world are from natural language processing, mathematical formulas, social networks, transportation and sensor networks, computer visions, automations, and biomedical measurements. The Euclidean assumption is not appropriate for non Euclidean data. This perspective addresses the urgent need to overcome those fundamental limitations and encourages extensions of classical probability theory and hypothesis testing , diffusion models and stochastic differential equations from Euclidean space to non Euclidean space. Artificial intelligence such as natural language processing, computer vision, graphical neural networks, manifold regression and inference theory, manifold learning, graph neural networks, compositional diffusion models for automatically compositional generations of concepts and demystifying machine learning systems, has been rapidly developed. Differential manifold theory is the mathematic foundations of deep learning and data science as well. We urgently need to shift the paradigm for data analysis from the classical Euclidean data analysis to both Euclidean and non Euclidean data analysis and develop more and more innovative methods for describing, estimating and inferring non Euclidean geometries of modern real datasets. A general framework for integrated analysis of both Euclidean and non Euclidean data, composite AI, decision intelligence and edge AI provide powerful innovative ideas and strategies for fundamentally advancing AI. We are expected to marry statistics with AI, develop a unified theory of modern statistics and drive next generation of AI and data science.
AI-enabled harvesters reap 720,000 tonnes of crops - Agriculture Post
Russia: Cognitive Agro Pilot, an autonomous AI-based driving system for farming equipment which was designed by Sber and its ecosystem member Cognitive Pilot – has succeeded in industrial use across 35 regions of Russia when reaping the 2020 harvest. From June to October 2020, over 350 New Holland, John Deere and CLAAS autonomous combines equipped with Cognitive Agro Pilot system farmed over 160,000 hectares of field and harvested more than 720,000 tonnes of crops. With the help of Cognitive Agro Pilot as many as 590,000 metric tonnes of grain crops such as wheat, soybeans, barley, oats, sorghum, buckwheat, among others, were harvested over 130,000 hectares, and some 130,000 metric tonnes of row crops and roll crops (corn, sunflower, etc.) were harvested over 30,000 hectares in Kaliningrad, Kaluga, Kursk, Belgorod, Tambov, Penza, Rostov, Tomsk, Kurgan, Krasnodar, Krasnoyarsk and Stavropol regions. Thanks to the use of Cognitive Agro Pilot, this harvesting season stakeholders were able to save – on fuel and other related materials, shorter harvesting time (machine hours), equipment depreciation, extended active use of equipment before capital expenditures, fewer human errors, optimisation of business processes, and other parameters. According to the estimates of project members, in the next three years, every 10th harvester in Russia may become autonomous.