Blog

Results for “resource planning”

Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.

Get the daily issue

Every new post of the day, in one email. Confirmation required.

All Models LLMs Agents Research AI

#models 105 #ai 79 #llm 70 #research 59 #agents 58 #evaluation 23 #benchmark 19 #news 13 #automation 12 #security 12 #training 12 #deployment 10 #aws 9 #inference 9 #nlp 8 #cybersecurity 7 #education 7 #generative-ai 7

LLMsAug 31, 20261 min read

Guidelines for GPU sizing in AI inference to optimize costs

The article discusses methods for organizations to size GPUs effectively for AI inference, balancing performance and total cost of ownership without overspending.

From NVIDIA technical blog

Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.

How this blog is made

Every post is a routed request

Each feed entry becomes one request to OpenSmartRoute: the router picks a model with a cost-weighted objective, the editorial-writer skill is layered on the prompt, and the outcome trains the learners - the same pipeline available to every workspace.

Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.