Alammar showed the shapes. Karpathy showed the code. Nobody has shown the actual arithmetic — every multiplication, every addition — by…Continue reading on Towards AI »
Every AI agent tutorial starts the same way: connect an LLM to some tools, send a prompt, get a response. It works in the demo. It falls apart in production.The reason is simple. Most tutorials teach you how to call an AI API. They don’t teach you how …
I watched my 4-year-old nephew learn to ride a bicycle last summer. Nobody handed him a manual. Nobody showed him labeled training data of…Continue reading on Towards AI »
Maybe tokens really will become the fourth pillar of engineering compensation. But engineers might want to hold the line before embracing this as a straightforward win.
Series: An Engineer’s Explorations in LLM Concepts“It started with a simple question: What exactly is a token? Three hours later, I had filled six browser tabs, youtube videos and had somehow ended up reading about some 5–6 concepts of LLM.”If you’ve w…
Entity resolution — finding records that refer to the same real-world entity — is one of the oldest problems in data management. And for structured data (names, addresses, phone numbers), we’ve largely solved it. Modern fuzzy matching algorithms routin…
Jensen Huang’s latest AI vision is bigger than chatbots. He sees a future where every employee works with 100 AI agents.Continue reading on Towards AI »
Image Generated by ChatGPTHow I use GitHub Copilot’s Ask, Agent, and Plan modes — plus custom instructions, agents, and skills — to navigate, understand, and extend a 30,000+ line open-source Minecraft server written entirely in COBOL.IntroductionI wor…
In this tutorial, we explore the capabilities of the pymatgen library for computational materials science using Python. We begin by constructing crystal structures such as silicon, sodium chloride, and a LiFePO₄-like material, and then investigate thei…
In this tutorial, we explore the capabilities of the pymatgen library for computational materials science using Python. We begin by constructing crystal structures such as silicon, sodium chloride, and a LiFePO₄-like material, and then investigate their lattice properties, densities, and compositions. Also, we analyze symmetry using space-group detection, examine atomic coordination environments, and apply oxidation-state […]
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