NVIDIA AI Releases Nemotron 3 Embed: An Open Embedding Collection Whose 8B Checkpoint Ranks #1 on RTEB
Embedding models decide which passages an agent ever sees. NVIDIA released Nemotron 3 Embed model to work on that layer.
React Tutorials
Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation
talk about context engineering today, they usually mean retrieving the right context from a document: chunk selection, hybrid search, reranking,
Newer Models, Same Advantage
Three months ago, we published a paper on DharmaOCR and open-sourced one of the models. The objective was specific: optical
How AI is giving Northern Ireland teachers time back
Embracing the opportunity ahead, responsibly We believe the promise of AI in education can only be achieved by developing it
Why Performance per Watt Is the Ultimate Metric for AI Infrastructure Efficiency
Power is AI infrastructure’s inescapable constraint. How many tokens an AI factory can generate within a fixed power budget determines
The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs
Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most
OpenAI Details GPT-Red: An Internal Automated Red-Teaming Model That Beat Human Red-Teamers 84% To 13% On Prompt Injection
This week, OpenAI published details of GPT-Red, an internal-only automated red-teaming model. Its job is to attack OpenAI’s own models
Run a Local AI Model with Ollama in 15 Minutes
In this article, you will learn how to get a small language model running locally on your own machine in
Prepare These 5 Assets Before Your AI Agents Take On More Work
TL;DR: , the work itself needs to be clearly defined. That means knowing what the task is, giving AI the
NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval
Retrieval is critical in multi-step agentic workflows where poor retrieval can cause agents to fetch irrelevant context, re-query, waste token