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The open-source AI movement has never lacked for options. Mistral, Falcon, and a growing field of open-weight models have been available to developers for years. But when Meta threw its weight behind Llama, something shifted. A company with three billion users, vast compute resou

A complete, step-by-step walkthrough of how gradient descent works with absolute-value loss — with diagrams you can actually follow. Continue reading on Towards AI »

Photo by Carlos Gil on Unsplash Continue reading on Towards AI »

N-Grams and Markov Assumptions: The First Predictive Models of Language

PINNs and Neural Operators: Two Competing Visions of Scientific AI

Beyond the Prompt: Building a Multi-Agent DevOps Squad with a Security Conscience

Your Postcode Is Deciding Your Care. I Built a Pipeline to Prove It.

I Directed AI Agents to Build a Tool That Stress-Tests Incentive Designs. Here’s What It Found.

Two approaches to agent observability: open-source flexibility vs managed ecosystem depth Continue reading on Towards AI »