Congratulations to the the Dragonfly project, the open source peer-to-peer image and file distribution system that just graduated from the Cloud Native Computing Foundation’s incubation program. In today’s post, TNS Senior Editor Joab Jackson looks at Dragonfly’s organizational use cases.

In other technology news we’re covering today:

• The Nvidia DGX Spark is a compact, $3,999 “personal AI supercomputer” powered by the GB10 Grace Blackwell Superchip, writes TNS regular contributor Janakiram MSV. It’s designed to decouple AI development from costly and latent cloud infrastructure. Find out why Janakiram says it represents a ”meaningful shift in AI development infrastructure.”
• Modern AI models are currently “stateless,” so they forget every interaction immediately. That could change, however. New “memory” architectures like vector stores and knowledge graphs could give agents long-term recall, writes Nicole Seah in this contributed post. She explains what that could mean for AI context windows.

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