Category: AI Infrastructure
Rubin Is a Seven-Chip System: Why AI Infrastructure Is Moving Past the GPU
AI infrastructure systems are replacing the standalone GPU as the unit of design. NVIDIA’s Vera Rubin platform makes that shift unusually visible:…
Emin Budak
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CoreWeave India AI: Why 240 MW Changes Capacity
CoreWeave India AI capacity is moving from a cloud strategy slide to a 240 MW build plan in Navi Mumbai. The announcement…
Emin Budak
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ML Drift Edge Inference: A New GPU Runtime
ML Drift edge inference is Google AI Edge’s new open-source GPU compute engine for running machine learning workloads across varied device hardware.…
Emin Budak
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Stripe OpenRouter Acquisition: Why Model Routing Became Payments Infrastructure
Stripe OpenRouter acquisition is less interesting as a corporate-news item than as an infrastructure signal. Seven weeks after Stripe said it had…
Emin Budak
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RTX Spark and Local AI: The New Inference Topology for Agents
Local AI inference is moving from a side project to a deployment choice for agent systems. NVIDIA’s IFA 2026 announcements matter because…
Emin Budak
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AI Networking in 2026: Why the GPU Is Not the Whole Inference Story
AI networking now shapes inference quality of service as directly as GPU selection. A production agent does not send one prompt to…
Emin Budak
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NoGPU Pipelines: Why Not Every AI Video Job Needs a GPU Queue
NoGPU pipelines are useful when an AI video request is really a repeatable media operation, not an open-ended generation problem. A vertical…
Emin Budak
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AI Video Inference Is Shifting From Generation to Control
AI video inference is moving from one-shot prompt-to-clip generation toward controlled rendering: a workflow where teams specify the opening state, motion, timing,…
Emin Budak
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P-Video 2 and the New Economics of Controlled AI Video
Controlled AI video generation is shifting from a novelty budget to an infrastructure budget. P-Video 2 brings text-to-video, image-to-video, and audio-conditioned generation…
Emin Budak
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GPT-6 Astra Computer Use: The Reliability Shift
GPT-6 Astra computer use matters because agent reliability no longer comes down to whether a model can click through a demo. It…
Emin Budak
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Gemini 3.1 TTS: The Hidden Infrastructure Behind Real-Time Voice
real-time voice infrastructure is becoming a first-class AI systems problem. Gemini 3.1 TTS turns text into natural speech with selectable voices and…
Emin Budak
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Why Video Captioning Is Becoming an Inference Pipeline Problem
Video captioning infrastructure is moving closer to the media pipeline itself. Once a team publishes a few clips a week, captions can…
Emin Budak
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P Image Ideogram: 5 Real Infrastructure Tests
P Image Ideogram matters when an infrastructure image must explain a system before anyone reads the body copy. GPU briefs, capacity-planning decks,…
Emin Budak
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