Deepseek Outage Highlights Instability in Large Language Models

Deepseek Outage Highlights Instability in Large Language Models

This paper analyzes the technical reasons behind the intermittent downtime of Deepseek, proposes corresponding strategies, and interprets the AI industry development trends reflected by these issues. It focuses on problems related to concurrency, load, and upgrades. The analysis aims to provide insights into ensuring the stability of large language models in practical applications, especially in demanding sectors like cross-border e-commerce, where reliable AI services are crucial for business operations. Understanding and addressing these stability challenges is vital for the continued growth and adoption of AI technologies.

01/27/2026 Logistics Industry Insights
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US Infrastructure Crisis Can 1 Trillion Plan Spur Recovery

US Infrastructure Crisis Can 1 Trillion Plan Spur Recovery

The trillion-dollar infrastructure plan proposed by the Trump administration has seen little progress, drawing widespread attention. Experts urge focusing on key areas and addressing financing issues through public-private partnerships. The new Secretary of Transportation emphasizes the necessity of reform, but bipartisan disagreement persists in Congress regarding funding sources. The path to upgrading American infrastructure faces both challenges and opportunities. The lack of concrete action raises concerns about its potential impact on economic growth and competitiveness. Finding common ground on funding mechanisms is crucial for moving forward.

01/26/2026 Logistics Industry Insights
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Guide to Optimizing VGM Fees in Global Shipping

Guide to Optimizing VGM Fees in Global Shipping

This article provides an in-depth analysis of the VGM (Verified Gross Mass) fee in international shipping, covering its composition, calculation methods, timeliness requirements, and common issues. It aims to help foreign trade enterprises understand the importance of VGM, master cost control techniques, avoid unnecessary losses and delays, and improve international shipping efficiency. The article explores the various factors contributing to the VGM fee and offers practical guidance to navigate the complexities of VGM compliance, ultimately assisting businesses in optimizing their container transportation processes and minimizing potential disruptions.

01/26/2026 Logistics Encyclopedia
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Ecommerce Firms Urged to Select Proper Bills of Lading

Ecommerce Firms Urged to Select Proper Bills of Lading

Cross-border e-commerce sellers should be aware of the risks associated with choosing between ocean bills of lading and forwarder bills of lading. Ocean bills of lading, issued by shipping companies, offer a simpler cargo retrieval process and stronger proof of ownership, suitable for full container load (FCL) shipments. Forwarder bills of lading, issued by freight forwarders, are appropriate for less than container load (LCL) shipments and specific trade terms but carry the risk of destination port agent issues. Selecting the wrong bill of lading can lead to cargo detention and financial loss. Consulting with professional logistics advisors is recommended.

11/03/2025 Document Interpretation
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Logistics Sector Faces Tech Growth Amid Talent Shortages

Logistics Sector Faces Tech Growth Amid Talent Shortages

The 30th annual 'Trends and Issues in Logistics and Transportation' report reveals the profound impact of technological transformation on the logistics industry. Companies are shifting their strategic focus from cost control to innovation, with operational goals increasingly emphasizing asset utilization. Technology adoption is becoming a key competitive differentiator, but also presents cost and talent challenges. The report also commemorates the original author of the study, Mary Holcomb, and looks forward to the future of the research. This year's edition highlights the critical need for businesses to adapt to the evolving technological landscape and address the growing talent gap.

01/21/2026 Logistics Industry Insights
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China Ends Roaming Fees As Ecommerce Rivalries Intensify

China Ends Roaming Fees As Ecommerce Rivalries Intensify

Starting September, mobile roaming fees were eliminated in China. E-commerce giants Amazon and Alibaba engaged in fierce competition in the Southeast Asian market. Jeff Bezos surpassed Bill Gates to become the world's richest person, while Xu Jiayin became China's richest real estate tycoon. The Fuxing high-speed train increased its speed, and Foxconn built a factory in the United States. LeEco's crisis continued, and scientific research integrity issues drew attention. Nokia's profits surged, and JD.com's market value reached a new high. Camel Bell Cloud's SaaS service won the Best SaaS Product of the Year and Best Innovative SaaS awards.

01/26/2026 Logistics
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Excel Poses Risks in Supply Chains Urging Tech Upgrades

Excel Poses Risks in Supply Chains Urging Tech Upgrades

This paper explores the risks associated with using spreadsheets in supply chain management, highlighting issues such as high error rates, single points of failure, and limited scalability. While acknowledging their popularity due to ease of use and low cost, the article argues that in the era of big data, companies should assess their needs and transition away from Excel. Embracing digital supply chain management platforms is crucial for improving efficiency, reducing risks, and maintaining a competitive edge in the market. This shift is essential for organizations seeking to optimize their supply chain operations and leverage data-driven insights.

01/27/2026 Logistics Industry Insights
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Switch Bills of Lading Gain Traction in Global Trade

Switch Bills of Lading Gain Traction in Global Trade

This article delves into the unique switch bill of lading (B/L) operation in international trade, explaining its definition, core components (triangular trade and two sets of B/Ls), key conditions, and potential risks. As a hidden trade bridge, switch B/L grants intermediaries greater operational flexibility, but risk control is essential. Understanding the switch B/L mechanism is crucial for all parties involved in international trade. It enables the concealment of the original shipper and consignee, facilitating trade through intermediaries and potentially optimizing logistics and financing. However, potential issues like fraud and discrepancy in goods must be carefully considered.

01/27/2026 Document Interpretation
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