NVIDIA Dynamo Snapshot Slashes Kubernetes AI Cold Starts

ChatGPT Lockdown Mode Targets Prompt Injection Data Theft

OpenAI's new Lockdown Mode cuts the network exits that prompt injection attacks use to steal data from ChatGPT - but won't stop malicious instructions from entering the model in the first place.

Google Pays SpaceX $920M Monthly for Compute Bridge

Google will pay SpaceX $920 million per month for 110,000 NVIDIA GPUs at Colossus 1, citing unexpected demand for its Gemini Enterprise agent platform.

Trump Eyes Government Equity Stake in OpenAI

The Trump administration is in talks with OpenAI about donating equity to a US sovereign-style fund, a deal that would make American taxpayers co-owners of the most valuable AI startup on Earth.

MiniMax M3 Review: The Price Disruptor with Caveats

MiniMax M3 arrives as the first open-weight model to combine frontier coding, 1M-token context, and native multimodality - at a fraction of proprietary pricing - but every benchmark figure is self-reported and the weights weren't even shipped at launch.

NVIDIA Dynamo Snapshot Slashes Kubernetes AI Cold Starts

NVIDIA's Dynamo Snapshot uses CRIU and cuda-checkpoint to freeze and restore GPU inference containers in seconds, cutting Kubernetes cold-start times by up to 21x for large models.