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COMPANIES · 1 SOURCE · NVIDIA Developer

NVIDIA releases VSS Blueprint 3.3 with Build Vision Agent skill and Adaptive EVS

NVIDIA’s Metropolis Video Search and Summarization (VSS) Blueprint 3.3 adds the vss-build-vision-ai skill to compose multi-workflow visual AI deployments from a single prompt and introduces Adaptive Efficient Video Sampling (EVS) to prune redundant visual tokens and batch VLM work. NVIDIA cites a demo that deployed a bottling-line agent in under 30 minutes on an RTX PRO 6000 Blackwell and reports up to ~80% fewer VLM input tokens for a 60-minute summary and a 46% increase in concurrent real-time VLM streams in their tests; the repository and agent skills are available and a live demo is scheduled for Oct. 1 at 9 a.m. PT.

7.0

STARTUPS · 1 SOURCE · InfoQ AI, ML & Data Engineering

Modal rebuilds sandbox infrastructure to scale 1 million concurrent sandboxes in seconds

Modal engineers rebuilt their sandbox platform to avoid centralized coordination (e.g., etcd-backed Kubernetes control planes), making each worker the source of truth and running many parallel schedulers. In benchmarks the new architecture created 1 million sandboxes in under a minute with median startup-to-code under 0.5s and sustained tens of thousands of sandbox creations per second.

7.0