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Browse every published Nexus AI article, newest first.
131 published articles
AI researchThe Evolution of Artificial Intelligence: From Narrow Tasks to General IntelligenceAI research is advancing from narrow, task-specific algorithms toward general intelligence. This article explores key breakthroughs, including de...Jun 27, 20268 minAI agentsWhy the Best Agents Are Simpler Than You ThinkDiscover why top-performing AI agents rely on minimalistic design, clear prompts, and smart tool use instead of complex architectures. Simplicity...Jun 27, 20267 minLocal modelsMistral OCR 4: Local AI Document Parsing at Your FingertipsMistral OCR 4 brings state-of-the-art optical character recognition to local models, enabling private, offline document analysis with high accura...Jun 27, 20266 minAI researchThe Next Frontier in AI Research: From Narrow Models to General IntelligenceAI research is shifting from task-specific models toward systems that exhibit broader reasoning and adaptability. This article explores key break...Jun 27, 202610 minAI agentsPrompt Caching with Deep AgentsPrompt caching reduces latency and cost in AI agents by storing and reusing processed prompts. This technique enables faster multi-step reasoning...Jun 27, 20267 minLocal modelsMistral OCR 4: Redefining Document Understanding on Local HardwareMistral OCR 4 brings powerful, privacy-first document OCR to local models. This article explores its architecture, performance on consumer GPUs,...Jun 27, 20267 minAI researchThe Next Frontier in AI Research: Beyond Generative ModelsAI research is shifting from scaling generative models to building efficient, reasoning-driven systems. New paradigms like neuro-symbolic AI and...Jun 26, 20268 minAI agentsFrom Local LLM to Tool-Using AgentLearn how to transform a local large language model into a powerful agent by integrating external tools like web search, APIs, and code executors...Jun 26, 20268 minLocal modelsIntroducing Mistral OCR 4: Revolutionizing Local Document UnderstandingMistral OCR 4 brings powerful optical character recognition to local models, enabling fast, private, and accurate text extraction from images and...Jun 26, 20266 minAI agentsVector RAG Isn’t EnoughStandard vector retrieval fails multi-agent systems. Discover how adding a context graph layer enables agents to share structured memory, resolve...Jun 26, 20268 minLocal modelsRun a vLLM Server on HF Jobs in One CommandLearn how to launch a vLLM inference server on Hugging Face Jobs with a single command. This guide covers setup, configuration, and practical tip...Jun 26, 20266 minAI toolsAn LLM as Arbiter in RAG Retrieval: Picking the Right Candidate with ReasonsExplore how to use an LLM as an intelligent arbiter to select the best document from RAG retrieval candidates, enhancing accuracy with contextual...Jun 26, 20268 min