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NVIDIA AI Releases Orchestrator-8B: A Reinforcement Learning Trained Controller for Efficient Tool and Model Selection

How can an AI system learn to pick the right model or tool for each step of a task instead of always relying on one large model for everything? NVIDIA researchers release ToolOrchestra, a novel method for training a small language model to act as the orchestrator- the ‘brain’ of a heterogeneous...

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The mere existence of Google TPUs reportedly saved OpenAI 30% on Nvidia chips

Google is shifting from an internal chip user to a retailer, a move that directly challenges Nvidia's market dominance. A new analysis suggests the mere existence of Google's latest TPUs is already driving down prices for AI computing power. The article The mere existence of Google TPUs reportedly...

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Ilya Sutskever says a new learning paradigm is necessary and is already chasing it

The SSI founder and former OpenAI Chief Scientist sees AI development at a turning point. Instead of ever-larger models, fundamental research is now required again. Models need to learn more efficiently, similar to humans. He has ideas on how this might be possible, but says we now live in a world...

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Medical AI training at Asan Medical Center and more Korea briefs

Naver to launch disease insurance stats search serviceSouth Korea's National Health Insurance Service (NHIS) has partnered with internet giant Naver to launch a search service that lets users access disease-specific health insurance data directly through Naver Search.The service displays...

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NZ setting up AI digital front door for mental health services

The New Zealand government has set aside new funding for Whakarongorau Aotearoa New Zealand Telehealth Services to develop an online platform for navigating mental health services. In a media release, Minister for Mental Health Matt Doocey announced that a "mental health AI navigation platform"...

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A Coding Guide to Design an Agentic AI System Using a Control-Plane Architecture for Safe, Modular, and Scalable Tool-Driven Reasoning Workflows

In this tutorial, we build an advanced Agentic AI using the control-plane design pattern, and we walk through each component step by step as we implement it. We treat the control plane as the central orchestrator that coordinates tools, manages safety rules, and structures the reasoning loop. Also...

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