Why Your Betas Explode: The Hidden Geometry of Multicollinearity
a marketing mix model to a senior director. The slide showed two beta coefficients side by side: Linear TV at +2.4, Digital TV at +1.8. He nodded, satisfied. Then he…
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Patter SDK Guide to Building a Restaurant Booking Phone Agent with Dynamic Variables, Guardrails, Latency Dashboards, and Eval Checks
In this tutorial, we explore the Patter SDK by building a voice-agent workflow that simulates how an AI phone assistant behaves during real conversations. We work with a restaurant booking…
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Stop Using If-Else Chains: Use the Registry Pattern in Python Instead
# Introduction Every Python codebase has this problem. A function that starts small. Two branches, maybe three. Then someone adds a case, someone else adds another, and a year later…
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NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI
General-purpose robots and autonomous machines are moving from research labs to real-world mass-market deployment, creating demand for compact, power-efficient AI supercomputers capable of running foundation models at the edge. To…
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Scikit-Ollama for Scikit-LLM/Ollama Integration – MachineLearningMastery.com
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…
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Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents
Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on…
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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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Building a Gin Config Controlled PyTorch Pipeline with Configurable MLP Variants, Cosine Scheduling, and Runtime Parameter Overrides
In this tutorial, we implement a Gin Config–controlled PyTorch experiment pipeline in which the executable training code remains stable. At the same time, the experimental degrees of freedom are moved…
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What building Shippy taught us about building agents
Shippy is a maritime AI agent built for high-stakes decisions, where the wrong answer has real impacts. Here’s the architecture behind it—and the lessons we’re carrying into Ai2’s other environmental…
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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…
