NVIDIA H100

OpenAI's GPT-6 Astra arrives with an AGI claim and a 100K-GPU training run. We break down what Stargate LLC actually is and whether the scale justi...

The real bottleneck isn't GPUs — it's power transformers. A look at the physics and economics of AI infrastructure.

Why industrial machines need different electricity — and when your home AI rig might too.

GPUs, LPUs, and ASICs: why the best hardware for AI depends entirely on what you're trying to do.

You ask an AI the same question twice and get two different answers. It’s not a bug—it’s physics.

MoE models promise giant brains on a budget, but why are engineers fleeing back to dense transformers? The answer is memory.

That polite chatbot? It started as a raw, chaotic autocomplete engine costing half a billion dollars to build.

Your AI model might be static, but the system around it can make it learn in real-time.

Running the same LLM on different GPUs can produce different results. Here’s why that happens and how to test for it.

Despite million-token context windows, fine-tuning remains essential. Here’s why behavior, not just facts, matters.

Public clouds can’t handle the security or scale of classified AI. Governments are retreating to fortified bunkers.

Is it cheaper to rent serverless GPUs or buy your own hardware? We break down the math on utilization, depreciation, and hidden costs.

Why listening to AI conversations beats reading dense PDFs, and how serverless GPUs make it cheap.

Can Elon Musk’s newest AI model handle a time-traveling toaster, or is it just a glorified search bar with an attitude?

Discover why 31B models are outperforming GPT-5.4 in reasoning and how the AI "long tail" provides the key to local sovereignty and accuracy.

Is the GPU's reign over? Discover how modern CPUs and clever optimization are bringing powerful AI models to the hardware you already own.

Is speech recognition dead? Explore how multimodal models are replacing the "digital sandwich" with true intent-based reasoning.

How do hospitals and data centers stay online during a disaster? Explore the engineering of "five nines" and the limits of redundancy.

How do small teams run massive AI models without $50,000 chips? Corn and Herman dive into the hidden plumbing of serverless GPU providers.

Should you use a fleet of cheap GPUs or one powerhouse? Learn the math behind serverless GPU costs, cold starts, and batching efficiency.

Can one person build a full TV show with AI? Explore the tech and costs behind character consistency and the future of indie animation.

How do phones remove sirens and crying babies in real time? Explore the neural networks and hardware making crystal-clear audio possible.

Are high-end microchips the new enriched uranium? Herman and Corn dive into the high-stakes world of GPU export bans and global AI supremacy.

From video game dragons to digital brains: Herman and Corn explain why your graphics card is the secret engine behind the AI boom.

Building an AI model from scratch? It's a brutal reality of trillions of tokens and millions in GPUs. Discover the hidden costs of modern AI.

Beyond the GPU: we're unpacking AI's chip revolution. Discover the crucial, often overlooked world of AI's fundamental building blocks.