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To use cuTile, ensure your environment meets the requirements outlined in the cuTile Python Quickstart guide. Import the package as cuda.tile and expose it as ct throughout the kernel implementations featured in this post. The Mamba-2 architecture comes from…
Compile natural language specifications into tiny neural programs that run locally via llama.cpp. Once compiled, they work as regular Python functions. New: Finetuned Standard compiler — much higher accuracy on any spec, ready in ~1 min. Merge is owner-gated; only owners…
SandboxAQ on October 19, 2026, announced an expansion of its Switch AI platform for enterprises adopting AI agents, introducing Switch Trust, for finding, testing, and guarding agents, and Switch ROI, which tracks the cost and value of each agent. According to the…
Matt Robb wanted to sell his computer keyboard. So he made a listing on Facebook Marketplace — and, as an experiment late last month, he put Meta’s new artificial intelligence agent Muse in the driver’s seat. Muse got to work. But…
Imagine walking into a car dealership and asking the manager: “Which customers bought which cars, how much did they spend, and which salesperson handled each sale?” The information needed to answer this question might already exist in the company's database…
Python is famous for letting you express complex ideas in just a few lines of code. But some one-liners go beyond clean syntax—they completely change how you think about solving problems. Whether you're processing data, handling files, or automating…
Retrieval-Augmented Generation (RAG) is the quickest way to ground Claude in your private data without fine-tuning. But running a full RAG pipeline often means wrestling with heavy external vector databases or pricey embedding APIs. In this article, we’ll build a…
Our Cursor plugin-assisted refactoring had green-lit a deployment that instantly crashed in production. The AI agent had run tests, confirmed passing, and the PR merged automatically. Yet 400ms after first request, our FastAPI gateway was returning 500s. The kicker? Every test genuinely…
AI assistance: An AI agent ran the experiments and helped draft this article. Imagine a jar with seven chocolate cookies and three plain cookies. You are packing a box of six. Each time, you pick blindly, so every cookie still…
How a neighbourhood shop connects Fisher’s exact test, Simpson’s paradox, survival analysis and interference. AI assistance: An AI agent checked the calculations, ran the illustrative simulation and helped edit this article. Last time, a jar held seven chocolate cookies and…