# Сопутствующие статьи по теме Servers

Новостной центр HTX предлагает последние статьи и углубленный анализ по "Servers", охватывающие рыночные тренды, новости проектов, развитие технологий и политику регулирования в криптоиндустрии.

DeepSeek Paralyzed for 12 Hours: Is the Computing Power of Domestic Large Models Failing to Keep Up with Ambitions?

On the evening of March 29, DeepSeek, a leading Chinese large language model, experienced a 12-hour service outage affecting both its web and app platforms. The disruption, marked by repeated server failures and instability, raised significant concerns about the platform's reliability. Initial explanations pointed to overwhelming user traffic, but data did not support a sudden surge in users. Instead, the incident highlighted deeper structural challenges, particularly in computational supply struggling to keep pace with growing AI demands. As models become more complex—supporting longer context, advanced reasoning, and multimodal tasks—the computational load increases substantially. The outage also underscored emerging usage patterns like “lobster farming,” where automated, high-frequency API calls amplify server load. Meanwhile, anticipation for DeepSeek’s upcoming V4 model—featuring major upgrades like million-token context and stronger multimodal capabilities—suggests even greater future computational pressure. This incident signals a shift in the AI industry: competition is no longer just about model capability but also infrastructure stability, cost efficiency, and engineering scalability. The outage serves as an early warning of the systemic challenges facing AI platforms as adoption expands.

marsbit04/03 12:23

DeepSeek Paralyzed for 12 Hours: Is the Computing Power of Domestic Large Models Failing to Keep Up with Ambitions?

marsbit04/03 12:23

A Hair Dryer Blows Open the World's Largest Nvidia Chip Smuggling Case

A co-founder and senior executive of Supermicro, Wally Liaw, has been arrested in California for orchestrating the largest AI chip smuggling case in history, involving $2.5 billion worth of Nvidia GPUs destined for China. The scheme involved using a Southeast Asian shell company to purchase servers under the guise of legitimate use, then repackaging them for illegal shipment to China. To deceive auditors, the group created counterfeit servers with real serial numbers transferred using a hairdryer. Liaw, who faces up to 20 years in prison, accelerated operations ahead of new U.S. export restrictions in May 2025. The case highlights the persistent demand for Nvidia chips in China, where black market prices are 50% higher, and the evolving sophistication of smuggling networks, from individual couriers to corporate insiders.

比推03/20 12:43

A Hair Dryer Blows Open the World's Largest Nvidia Chip Smuggling Case

比推03/20 12:43

A Hair Dryer Blows Open the World's Largest Nvidia Chip Smuggling Case

A co-founder and senior executive of Supermicro, Wally Liaw, has been arrested in California for orchestrating the largest AI chip smuggling case in history, involving $2.5 billion worth of Nvidia GPUs illegally shipped to China. The scheme involved using a Southeast Asian shell company to purchase servers under false pretenses, which were then repackaged and rerouted to China. To deceive auditors, the group created counterfeit servers with identical exteriors but no internal chips, using hairdryers to carefully remove and transfer serial number labels from genuine packaging. Despite prior warnings and awareness of similar arrests, Liaw continued the operation, accelerating shipments before new U.S. export restrictions took effect. Supermicro's stock fell 13% following the news, and the company has suspended Liaw and terminated others involved. The case highlights the persistent high demand for Nvidia chips in China, where black market prices can be 50% higher, driving sophisticated smuggling operations despite escalating U.S. export controls.

marsbit03/20 09:18

A Hair Dryer Blows Open the World's Largest Nvidia Chip Smuggling Case

marsbit03/20 09:18

Top 11 VPNs of February 2026

Top VPNs of February 2026 offer secure, private browsing by encrypting data and masking IP addresses. Key considerations when choosing include speed, privacy, and server network. Top picks are NordVPN for its robust security and streaming; Norton for simplicity and integration; ExpressVPN for speed and reliability; Mullvad for strong privacy; Hide.me for a free tier and performance; Windscribe for unlimited connections; TunnelBear for user-friendliness; CyberGhost for affordability; Hotspot Shield for a free desktop option; Surfshark for unlimited device coverage; and Proton VPN for a feature-rich free plan. Users should test services with free trials to match their needs.

ambcrypto02/13 10:29

Top 11 VPNs of February 2026

ambcrypto02/13 10:29

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