OpenAI Astra, Local AI, and the Hardware Race

<p>What happens when AI models get powerful enough that the bottleneck stops being the model, and starts becoming the computer, the power grid, or the safeguards around it?</p><p><br></p><p>Corey Noles and Grant Harvey break down a packed week in AI, starting with OpenAI’s expected Astra model and the controversy around recurrent-depth reasoning, chain-of-thought monitoring, and critical cybersecurity capabilities. They also dig into Google’s Gemini 3.8 Flash and Flash Cyber, and why benchmark charts increasingly matter less than what a model can actually do in real work.</p><p><br></p><p>Then the conversation moves from models to machines: a $399 open-source robot duck, Dyson’s wildly overengineered CameraJet toothbrush, the return of the CPU as AI agents increasingly operate computers directly, and Apple’s increasingly data-center-like Mac Studio hardware for local AI workloads.</p><p><br></p><p>Finally, Corey and Grant unpack the fight over AI data centers in Texas, what communities should demand in exchange for hosting them, and why ChatGPT’s advertising business may become a major new piece of OpenAI’s economics.</p><p><br></p><p>Subscribe to The Neuron at theneuron.ai for a daily briefing on the AI stories that actually matter.</p><p><br>The Neuron: https://www.theneuron.ai/</p><p>The Neuron Academy: https://www.neuronacademy.com/</p>