Run a Local AI Model with Ollama in 15 Minutes
In this article, you will learn how to get a small language model running locally on your own machine in under 15 minutes using Ollama. Topics we will cover include:…
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How to Implement Visual AI in Complex Manufacturing
Brian Ton, senior laboratory manager at Florida Crystals, shares firsthand advice on implementing visual AI in complex manufacturing, drawn from real deployments. His playbook: validation and verification first, an operator…
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How to Get the Most Out of Claude Fable 5
was released around a month ago and then, after three days, was pulled from the public because of security concerns. However, it’s now been returned to the Claude subscription, and…
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GPT 5.6 Sol is the best “vision” model OpenAI ever released
Last week, OpenAI announced the GPT-5.6 lineup, introducing the Sol, Terra, and Luna models. During the release stream, the team focused heavily on computer use, showing models capable of navigating…
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Building Trustworthy Production RAG Systems Through Continuous Evaluation
then you’ve already been through this situation when it looks like your RAG system is working fine but it is still wrong. The retrieval fetches some chunks, passes it to…
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The Mechanics of Monocular Depth Estimation in Estimating Depth from 2D Images
Introduction Depth Perception is a process of understanding 3D objects and judging how far these objects are. It helps in tasks like navigation, object manipulation, and scene understanding. Despite its…
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7 Python Frameworks for Orchestrating Local AI Agents
 # Introduction  An agent that calls a cloud API for every decision is renting its intelligence. It needs a key, it racks up a bill per token, and every request…
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Scaling a Computer Vision Pilot to Production
Most computer vision pilots in manufacturing stall in the integration, not the model. Scale by modeling vision data as reusable so it lands in your data lake, running detection at…
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Don’t Let Claude Grade Its Own Homework
I had a handful of parallel Claude agents write me up a strategy folder for a side project. The pull request looked great: ten documents, all neatly cross-linked, and it…
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The H100 GPU’s Role in Advanced AI Development
Introduction The H100, Nvidia’s latest GPU, is a powerhouse built for AI, boasting 80 billion transistors—six times more than the previous A100. This allows it to handle massive data loads…
