How to Build a Manufacturing-Grade AI System with Hybrid Retrieval, Provenance-First Citations, Maintenance Loops, and Episodic Memory

How to Build a Manufacturing-Grade AI System with Hybrid Retrieval, Provenance-First Citations, Maintenance Loops, and Episodic Memory

In this tutorial, we build an AI workflow for a highly advanced agent that behaves like a production-grade research and reasoning system instead of a single quick call. We import real web sources in the same way, divide them into historical fragments, and apply hybrid retrieval using both embedded TF-IDF (sparse) and OpenAI (dense), and … Read more

Dynamic Power in iOS 26 Boosts Your iPhone Battery Back

Dynamic Power in iOS 26 Boosts Your iPhone Battery Back

Other Apple Intelligence features get all the attention, but inside iOS 26 one of my favorite tools does its thing quietly in the background. Opened The iPhone models that can use Apple’s AI technology, the Adaptive power setting works in the background to maximize battery power, even on many older iPhones. Currently, the iPhone uses … Read more

NVIDIA AI releases C-RADIOv4 vision core including SigLIP2, DINOv3, SAM3 for segmentation, dense prediction, segmentation of workloads at scale

NVIDIA AI releases C-RADIOv4 vision core including SigLIP2, DINOv3, SAM3 for segmentation, dense prediction, segmentation of workloads at scale

How do you combine SigLIP2, DINOv3, and SAM3 into a single vision core without sacrificing compact or discrete functionality? NVIDIA’s C-RADIOv4 is the core of a new concept that combines three solid models, SigLIP2-g-384, DINov3-7B, and SAM3, into a single reader encoder. It extends the line of AM-RADIO and RADIOv2.5, keeping the same computing cost … Read more

How to Manage Google Business Profile with Semrush

How to Manage Google Business Profile with Semrush

Managing your Google Business Profile (GBP) takes time, and most business owners don’t have much. But leaving your GBP unattended can limit your online visibility in the long run. Google Search, Maps, and AI-powered platforms look for signs that a business is active and up-to-date, such as posting frequently, using new photos, and responding to … Read more

Coding, A Data-Driven Guide to Measuring, Visualizing, and Enforcing Cognitive Complexity in Python Projects Using complexipy

Coding, A Data-Driven Guide to Measuring, Visualizing, and Enforcing Cognitive Complexity in Python Projects Using complexipy

In this tutorial, we build a complex end-to-end analytics workflow using complexipy. We start by measuring the complexity directly from raw code strings, then measure the same analysis on individual files and the entire project directory. Along the way, we generate machine-readable reports, normalize them into structured DataFrames, and visualize complex distributions to understand how … Read more