Devstral 2: Mistral’s New $0 “Vibe Coding” Agent, Benchmarks & Local Setup Guide

A female developer at a desk with glowing light constructs flowing from her hands into a monitor, illustrating Devstral 2 vibe coding.

Watch or Listen on YouTube Devstral 2: Mistral’s New $0 “Vibe Coding” Agent , Benchmarks & Local Setup Guide 1. Introduction: The Return of Open Source Coding If you have been lurking on local LLM subreddits or monitoring Hugging Face leaderboards lately, you have probably sensed the shift. The sentiment is palpable. After a period … Read more

GLM-4.6V Review: The Ultimate Guide to Local Deployment, VRAM Specs, and Benchmarks

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Watch or Listen on YouTube GLM 4 6V: The Ultimate Guide to Local Deployment, VRAM Specs, and Benchmarks Introduction The open-source AI community is suffering from a very specific kind of fatigue. Every week brings a new “state-of-the-art” model that promises to retire GPT-4, only to fail on basic logic puzzles or hallucinate libraries that … Read more

Data Center Bubble: How The AI Scaling Boom Collides With Infrastructure Reality

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Watch or Listen on YouTube Data Center Bubble: 5 Hard Truths About AI Capex Economics Introduction We are doing something unprecedented. In the name of artificial intelligence, the world’s richest companies are quietly betting trillions of dollars that turning more and more of the planet into data centers will always pay off. For now, the … Read more

Google Titans AI: Inside “Miras”, The Framework Unifying RetNet, Mamba, And The Future Of Memory

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Watch or Listen on YouTube Google Titans AI: Inside “Miras” Introduction If you have ever tried to make a large language model reason over an entire codebase, legal case, or weeks of logs, you know the feeling. Context windows grow, prompts get longer, costs explode, and yet the model still forgets something important halfway through. … Read more