# 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…
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…
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…
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…
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…
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…
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…
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…
THE GIST ▸ What it is: A 3,826-line system prompt steering Claude Fable 5 inside the Claude app, pulled from a public GitHub archive. ▸ What’s in it: Rules about…
# Introduction Large language model (LLM) apps get slow and expensive faster than you’d expect. In a prototype, things look fine. A few users, one model call, a short prompt,…
