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Hardware#Hardware📝 BlogAnalyzed: Dec 28, 2025 22:02

MINISFORUM Releases Thunderbolt 5 eGPU Dock with USB Hub and 2.5GbE LAN

Published:Dec 28, 2025 21:21
1 min read
PC Watch

Analysis

This article announces the release of MINISFORUM's DEG2, an eGPU dock supporting Thunderbolt 5. The inclusion of a USB hub and 2.5GbE LAN port enhances its functionality, making it a versatile accessory for users seeking to boost their laptop's graphics capabilities and connectivity. The price point of 35,999 yen positions it competitively within the eGPU dock market. The article is concise and informative, providing key details about the product's features and availability. It would benefit from including information about the maximum power delivery supported by the Thunderbolt 5 port and the types of GPUs it can accommodate.

Key Takeaways

Reference

MINISFORUM has released the "DEG2" eGPU dock compatible with Thunderbolt 5. The price is 35,999 yen.

Research#llm📝 BlogAnalyzed: Dec 25, 2025 09:52

Four Mac Studios Combined to Form an AI Cluster: 1.5TB Memory, Hardware Cost Nearly $42,000

Published:Dec 25, 2025 09:49
1 min read
cnBeta

Analysis

This article reports on an engineer's successful attempt to create an AI cluster by combining four M3 Ultra Mac Studios. The key to this achievement is the RDMA over Thunderbolt 5 feature introduced in macOS 26.2, which allows direct memory access between Macs without CPU intervention. This approach offers a potentially cost-effective alternative to traditional high-performance computing solutions for certain AI workloads. The article highlights the innovative use of consumer-grade hardware and software to achieve significant computational power. However, it lacks details on the specific AI tasks the cluster is designed for and its performance compared to other solutions. Further information on the practical applications and scalability of this setup would be beneficial.
Reference

The key to this cluster's success is the RDMA over Thunderbolt 5 feature introduced in macOS 26.2, which allows one Mac to directly read the memory of another without CPU intervention.

Healthcare#AI📝 BlogAnalyzed: Dec 25, 2025 10:04

Ant Aifu: Will it be all thunder and no rain?

Published:Dec 25, 2025 09:47
1 min read
钛媒体

Analysis

This article questions whether Ant Group's AI healthcare initiative, "Aifu," will live up to its initial hype. It emphasizes that a fast start in the AI healthcare race doesn't guarantee success. The article suggests that Aifu's ultimate success hinges on its ability to genuinely address user needs and establish a viable business model. It implies that the AI healthcare sector is currently shrouded in uncertainty, and only by overcoming these challenges can Aifu truly become a source of "blessing" (the literal meaning of "Fufu"). The article highlights the importance of practical application and business viability over initial speed and fanfare in the long run.
Reference

"Only by truly solving user needs and establishing a viable business logic can Ant Aifu emerge from the industry's fog and become a true 'blessing'."

macOS 26.2 Enables Fast AI Clusters with RDMA over Thunderbolt

Published:Dec 12, 2025 20:41
1 min read
Hacker News

Analysis

The article highlights a technical advancement in macOS, specifically version 26.2, that allows for faster AI cluster performance. The use of RDMA (Remote Direct Memory Access) over Thunderbolt is the key enabling technology. This suggests improved data transfer speeds and efficiency for AI workloads running on macOS.
Reference

The article itself doesn't contain a quote, but the core concept is the implementation of RDMA over Thunderbolt.

Analysis

This article provides a brief overview of the week's key developments in machine learning and AI, focusing on announcements and research from major players. The article highlights Apple's new ML APIs, IBM's Deep Thunder offering, and recent deep learning research from MIT, OpenAI, and Google. The concise format suggests a focus on summarizing current events rather than in-depth analysis. The reference to a podcast indicates a supplementary audio format for further exploration of the topics.
Reference

This Week in Machine Learning & AI brings you the week’s most interesting and important stories from the world of machine learning and artificial intelligence.