NVIDIA AI Releases Dynamo Snapshot: A CRIU-Based Fast Startup System for AI Inference on Kubernetes

In production inference deployments, demand fluctuates over time, requiring inference replicas to scale elastically. Cold-starting inference workloads on Kubernetes can take several minutes. During that time, GPUs are allocated but idle, generating no tokens and serving no requests. ‘Cold start’ means the full sequence a model server must complete before serving any request: pulling the…

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A burglar used a Waymo to steal yoga garments in San Francisco — and obtained away with it

A burglar used a Waymo to steal yoga garments in San Francisco — and obtained away with it

A burglar used a Waymo whereas stealing yoga garments in San Francisco this previous January, and police have nonetheless not caught them. That will sound counterintuitive given the widespread concern that Waymo automobiles and different robotaxis are rolling surveillance machines. However this curious case, reported by the San Francisco Chronicle on Thursday, sheds some new…

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What to anticipate from WWDC 2026: Siri’s extremely anticipated revamp and Apple Intelligence updates

What to anticipate from WWDC 2026: Siri’s extremely anticipated revamp and Apple Intelligence updates

As Apple’s Worldwide Builders Convention, WWDC 2026, approaches, the joy is constructing round what Apple has in retailer for us this yr. From Siri’s overhaul to new Apple Intelligence updates, there’s so much to stay up for. The annual Worldwide Builders Convention kicks off Monday at 10 a.m. PT/1 p.m. ET. For these desperate to…

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NVIDIA AI Releases Nemotron 3 Ultra: An Open 550B Mixture-of-Experts Hybrid Mamba-Transformer for Long-Running Agents

NVIDIA has released Nemotron 3 Ultra, the largest model in its Nemotron 3 family. It targets a specific problem: long-running agents that plan, call tools, and reason across many turns. As agents run longer, token counts grow and inference cost climbs. Nemotron 3 Ultra is designed to keep accuracy high while making that inference faster…

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