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Browse every published Nexus AI article, newest first.
198 published articles
AI toolsBehind the Scenes of Distributed Training and Why Your GPU Wiring Matters as Much as Your StrategyDistributed training accelerates AI model development, but network topology and GPU interconnect often bottleneck performance. This article explo...Jul 11, 20267 minAI toolsRun AI Workloads on Any Cloud, Store on Hugging Face: Zero-Egress Storage with SkyPilotSkyPilot enables AI teams to run jobs across any cloud provider while storing data on Hugging Face with zero egress fees, simplifying multi-cloud...Jul 9, 20268 minAI agentsStop Ranking Agent Configs by Average ScoreRanking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better evaluation...Jul 8, 20268 minAI toolsLLM Wikis Are Over-EngineeredMost LLM wikis add unnecessary complexity with vector databases and APIs. A pure Python compiler can replace them, parsing structured markdown in...Jul 7, 20268 minAI toolsTime-Series LLMs, Explained with t0-alphaTime-series LLMs like t0-alpha leverage transformer architectures to analyze sequential data. This article explains how t0-alpha handles forecast...Jul 5, 20266 minAI agentsAI Agents Explained: What Is a ReAct Loop and How Does It Work?The ReAct loop combines reasoning and acting to enable AI agents to solve complex tasks iteratively. By alternating between thought, action, and...Jul 4, 20268 minAI codingYour Coding Agent Bill Doubled. Here’s How to Fix It.Rising costs from AI coding agents can drain your budget. Learn practical strategies to audit usage, optimize prompts, and switch to cost-effecti...Jul 3, 20266 minAI agentsIntroducing OpenWiki: An Open Source Agent for Automated Repository DocumentationOpenWiki is a new open source AI agent that automatically generates, updates, and maintains documentation for code repositories. It integrates wi...Jul 3, 20267 minAI researchScarfBench: Benchmarking AI Agents for Enterprise Java Framework MigrationScarfBench introduces a standardized benchmark to evaluate AI agents on migrating enterprise Java frameworks. It tests code refactoring, dependen...Jul 2, 20268 minAI agentsBuild and Run Your Own AI Agent in the CloudLearn how to build and deploy a custom AI agent on cloud infrastructure. This guide covers architecture, tooling, and practical steps for creatin...Jul 2, 20267 minLocal modelsHugging Face and Cerebras bring Gemma 4 to real-time voice AIHugging Face and Cerebras collaborate to run Gemma 4 models for real-time voice AI on local hardware, enabling low-latency speech processing with...Jul 2, 20267 minAI agentsRunning Untrusted Agent Code Without a SandboxExplore the risks and strategies for executing untrusted AI agent code without sandboxing, including isolation techniques, monitoring, and practi...Jul 1, 20266 min