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Practical AI Insights

  • Enterprise AI & Business
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AI Lectures
Practical AI Insights
  • A person with headphones sits beside a robot labeled Copilot typing at a retro computer, with panels reading PLAN, EDIT, TEST, a GitHub console, and a Python logo chip labeled Auto-Pilot.
    Artificial Intelligence with Python

    How to Get Started With the GitHub Copilot CLI

    ByArtificial Intelligence July 9, 2026

    The GitHub Copilot CLI brings AI-assisted coding into your terminal. Unlike the older gh copilot extension, which only suggests and explains shell commands, Copilot CLI is a standalone agentic app…

    Read More How to Get Started With the GitHub Copilot CLIContinue

  • Introducing Gemma 4 12B
    Generative AI & LLMs

    Introducing Gemma 4 12B

    ByArtificial Intelligence July 9, 2026

    Today, we are introducing Gemma 4 12B, our latest model designed to bring agentic multimodal intelligence directly to laptops. Bridging the gap between our edge-friendly E4B and our more advanced…

    Read More Introducing Gemma 4 12BContinue

  • Powering scientific discovery: BYOKG and GraphRAG for intelligent pharmaceutical research
    MLOps & AI Infrastructure

    Powering scientific discovery: BYOKG and GraphRAG for intelligent pharmaceutical research

    ByArtificial Intelligence July 9, 2026

    In pharmaceutical research, scientists face a fundamental challenge: accessing and connecting the vast amount of scientific knowledge scattered across disparate systems. From published literature and internal lab notes to genomics…

    Read More Powering scientific discovery: BYOKG and GraphRAG for intelligent pharmaceutical researchContinue

  • Penumbra starts trial of clot removal device in stroke subgroup
    Artificial Intelligence in HealthCare

    Penumbra starts trial of clot removal device in stroke subgroup

    ByArtificial Intelligence July 9, 2026

    Dive Brief: Penumbra said Tuesday it has started a clinical trial that could support wider use of mechanical thrombectomy in a subset of stroke patients. The real-world prospective study is…

    Read More Penumbra starts trial of clot removal device in stroke subgroupContinue

  • From Experimentation to Clinical-grade AI in Healthcare
    Enterprise AI & Business

    From Experimentation to Clinical-grade AI in Healthcare

    ByArtificial Intelligence July 9, 2026

    For years, enterprise AI strategy has operated on a simple assumption that once the models get good enough, adoption will follow. That assumption is now being tested — and failing….

    Read More From Experimentation to Clinical-grade AI in HealthcareContinue

  • Automated Inspection with Vision AI
    Artificial Intelligence with Python

    Automated Inspection with Vision AI

    ByArtificial Intelligence July 9, 2026

    Dimensional defects are parts that fall outside their intended size, spacing, position, or alignment tolerances, invisible to the eye but enough to stop a part from fitting or working. You…

    Read More Automated Inspection with Vision AIContinue

  • What's Missing From LLM Chatbots: A Sense of Purpose
    Generative AI & LLMs

    What’s Missing From LLM Chatbots: A Sense of Purpose

    ByArtificial Intelligence July 9, 2026

    LLM-based chatbots’ capabilities have been advancing every month. These improvements are mostly measured by benchmarks like MMLU, HumanEval, and MATH (e.g. sonnet 3.5, gpt-4o). However, as these measures get more…

    Read More What’s Missing From LLM Chatbots: A Sense of PurposeContinue

  • PyTorch logo
    MLOps & AI Infrastructure

    Building the Future of On-Device AI at the ExecuTorch Hackathon – PyTorch

    ByArtificial Intelligence July 9, 2026

    Featured projects This past weekend in San Francisco, builders, researchers, mobile developers, and AI practitioners came together for the ExecuTorch Hackathon, a two-day, on-site event focused on a practical and…

    Read More Building the Future of On-Device AI at the ExecuTorch Hackathon – PyTorchContinue

  • Brigham and Women’s Hospital nurses strike over pay raises, insurance costs
    Artificial Intelligence in HealthCare

    Brigham and Women’s Hospital nurses strike over pay raises, insurance costs

    ByArtificial Intelligence July 9, 2026

    BOSTON — Governor Maura Healey has summoned the state’s largest health system and its striking nurses to the State House on Wednesday in an attempt to broker a new contract, according to…

    Read More Brigham and Women’s Hospital nurses strike over pay raises, insurance costsContinue

  • Three Approaches to Measuring and Managing AI ROI
    Enterprise AI & Business

    Three Approaches to Measuring and Managing AI ROI

    ByArtificial Intelligence July 9, 2026

    Matt Harrison Clough/Ikon Images Summary: Many leaders and companies fail to effectively track and grow the returns that their artificial intelligence investments yield. The three approaches that emerged from recent…

    Read More Three Approaches to Measuring and Managing AI ROIContinue

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