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Watch or Listen on YouTube Google Ironwood Introduction The AI hardware war has shifted while the world wasn’t looking. While the tech media obsessed over chatbots and image generators, a silent arms race for the physical infrastructure of intelligence was escalating in the background. For the last few years, the narrative has been simple: Nvidia … Read more
Watch or Listen on YouTube AI Efficiency Analysis: Did We Really Gain 22,000x Speed, or Is It Just Brute Force 1. Introduction There is a number floating around the industry that feels almost magical. You have likely seen it cited in slide decks or enthusiastic Twitter threads. The claim is that between 2012 and 2023, … Read more
Watch on YouTube Qwen3 VL Introduction Computer vision used to be a distinct, somewhat isolated field. You had your object detectors, your OCR engines, and your captioning models. They were useful, sure. But they were narrow. They saw pixels, but they didn’t really understand them. That era is effectively over. With the release of Qwen3-VL, … Read more
Watch or Listen on YouTube The AI Race Just Flipped: China Overtakes US in Open Source Models 1. Introduction For the last half-decade, the prevailing narrative in Silicon Valley has been one of absolute, unassailable dominance. The United States possesses the GPUs, the capital, and the talent. Everyone else is merely playing catch-up, drafting behind … Read more
Watch or Listen on YouTube Text to CAD vs VideoCAD: Why MIT’s VideoCAD Won’t Replace Engineers Yet 1. Introduction There is a specific kind of existential dread currently floating around social media an news. It usually starts with a screenshot of a bridge designed by an LLM that defies physics, followed by a comments section … Read more
Watch or Listen on YouTube AI News November 29 2025: The Pulse & The Pattern Introduction If you blinked this week, you missed a paradigm shift where the gap between research papers and production APIs has effectively vanished. For this AI News November 29 2025 edition, we analyze a convergence of massive hardware efficiency and … Read more
Watch or Listen on YouTube DeepSeek Math V2: Inside the Open Source Model That Beat Google at the Math Olympiad Gemini evaluation hub Introduction We have reached a weird point in the history of artificial intelligence where an open-source model, released with little fanfare, just quietly broke the ceiling of undergraduate mathematics. For the last … Read more