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Practical AI Insights

  • Enterprise AI & Business
  • AI Apps
  • Generative AI & LLMs
  • AI with Python
  • MLOps & AI Infrastructure
  • AI in Health
AI Lectures
Practical AI Insights
  • Reliability and control for production GPU clusters
    Generative AI & LLMs

    Reliability and control for production GPU clusters

    ByArtificial Intelligence July 15, 2026

    We’ve spent the last several weeks shipping a set of changes to Together GPU Clusters aimed at the operational reality of running training and inference at scale: hardware fails, schedulers…

    Read More Reliability and control for production GPU clustersContinue

  • How We Optimized Opik’s MCP Server for Cost & Performance
    MLOps & AI Infrastructure

    How We Optimized Opik’s MCP Server for Cost & Performance

    ByArtificial Intelligence July 15, 2026

    Like a lot of engineering teams, earlier this year we found ourselves hitting limits on AI token spend, trying to understand where those tokens were going and why, and how…

    Read More How We Optimized Opik’s MCP Server for Cost & PerformanceContinue

  • New study untangles how Epstein-Barr virus triggers immune response in MS
    Artificial Intelligence in HealthCare

    New study untangles how Epstein-Barr virus triggers immune response in MS

    ByArtificial Intelligence July 15, 2026

    In a new study published in Science Translational Medicine on Wednesday, researchers say they have uncovered how Epstein-Barr virus launches immune responses that lead to the inflammation and nervous system…

    Read More New study untangles how Epstein-Barr virus triggers immune response in MSContinue

  • Enterprise AI & Business

    Meta’s Custom AI Chip Could Redefine the Economics of AI

    ByArtificial Intelligence July 15, 2026

    Meta has announced that it will start manufacturing a new custom AI chip from September as part of its plan to boost its overall computing power to 14 GW. This…

    Read More Meta’s Custom AI Chip Could Redefine the Economics of AIContinue

  • Scikit-Ollama for Scikit-LLM/Ollama Integration
    Artificial Intelligence with Python

    Scikit-Ollama for Scikit-LLM/Ollama Integration – MachineLearningMastery.com

    ByArtificial Intelligence July 15, 2026

    In this article, you will learn how scikit-ollama bridges the scikit-learn interface with locally running Ollama models to perform zero-shot text classification; no cloud API required. Topics we will cover…

    Read More Scikit-Ollama for Scikit-LLM/Ollama Integration – MachineLearningMastery.comContinue

  • Gemini 2.5 Native Audio upgrade, plus text-to-speech model updates
    Generative AI & LLMs

    Gemini 2.5 Native Audio upgrade, plus text-to-speech model updates

    ByArtificial Intelligence July 15, 2026

    What customers are saying Google Cloud customers are already using Gemini’s native audio capabilities to drive real business results, from mortgage processing to customer calls. “Users often forget they’re talking…

    Read More Gemini 2.5 Native Audio upgrade, plus text-to-speech model updatesContinue

  • How to Run an Autoresearch Workflow with RL Agent Skills and NVIDIA NeMo
    MLOps & AI Infrastructure

    How to Run an Autoresearch Workflow with RL Agent Skills and NVIDIA NeMo

    ByArtificial Intelligence July 15, 2026

    Coding AI agents are becoming practical operators for long-running machine learning (ML) workflows. They can inspect repositories, set up runtimes, resolve build issues, launch experiments, monitor execution, analyze metrics, and…

    Read More How to Run an Autoresearch Workflow with RL Agent Skills and NVIDIA NeMoContinue

  • Doctor pay to drop in 2027 under proposed Medicare pay rule
    Artificial Intelligence in HealthCare

    Doctor pay to drop in 2027 under proposed Medicare pay rule

    ByArtificial Intelligence July 15, 2026

    Listen to the article 5 min This audio is auto-generated. Please let us know if you have feedback. Physicians billing Medicare would see a pay dip next year as part…

    Read More Doctor pay to drop in 2027 under proposed Medicare pay ruleContinue

  • OpenAI’s First Device Could Be a Screenless Speaker
    Enterprise AI & Business

    OpenAI’s First Device Could Be a Screenless Speaker

    ByArtificial Intelligence July 15, 2026

    OpenAI’s first hardware product may have more in common with a smart speaker than a smartphone. Reuters reported the company is developing a portable, screenless AI companion equipped with cameras,…

    Read More OpenAI’s First Device Could Be a Screenless SpeakerContinue

  • A person and a robot beside a filing cabinet with drawers labeled GLOBAL, PROJECT, and LOCAL, next to a Python logo, a CLAUDE.md tag, and a screen labeled MEMORY with checklist items.
    Artificial Intelligence with Python

    How to Write a CLAUDE.md File for Claude Code

    ByArtificial Intelligence July 15, 2026

    In this tutorial, you’ll write CLAUDE.md files for Claude Code that capture your Python workflow, project commands, and coding rules. You’ll create a global file for personal defaults, a project-level…

    Read More How to Write a CLAUDE.md File for Claude CodeContinue

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  • Enterprise AI & Business
  • AI Apps
  • Generative AI & LLMs
  • AI with Python
  • MLOps & AI Infrastructure
  • AI in Health