AI and GPU compute covers GPU supply and the cost of running a model, starting from the vendor note or the paper that states the number.
AI & GPU compute
Four days after Nvidia’s board said it had confidence in its CEO, Jensen Huang resigned. A short seller had flagged the Megaspeed connection 6 months earlier, and most of the story rests on anonymous US officials, so I separate the filed facts from the allegations.
AI & GPU compute
A November 2026 price snapshot grades 25 cards on dollars per gigabyte and dollars per token per second. The AMD Instinct MI50 and a used RTX 3060 take S tier, the RTX 5080 lands in F, and memory decides almost every grade.
AI & GPU compute
Application US 2026/0341309 A1 describes swapping words in live video within 1 to 10 seconds, tailored to each viewer’s profile. The main claim says nothing about telling viewers, no patent has been granted, and nearly every piece of the idea already ships somewhere.
AI & GPU compute
Musk says debt markets have shut on companies that only rent out AI chips. The bond market reached that view before he posted it, and the bigger lesson is how much of the AI boom now runs on rented chips and borrowed money.
AI & GPU compute
MIT researchers had GPT-6 Astra edit 0.016% of a small model’s weights, with no training, and its math score jumped from 7.9% to 48.1%. The number is real and the method is strange. The limit they found in the same paper is the part worth understanding.
AI & GPU compute
Audited 2025 figures show a company tripling revenue while burning cash faster than any startup ever has. The loss is only half the story. The other half is a loop of deals that turns the same dollars into growth at three companies at once, and a bill that has four ways of reaching you.
AI & GPU compute
The numbers coming out of the AI industry are the biggest in the history of technology, and a growing group of analysts thinks that is the problem. I went through the real figures behind the bubble debate, Anthropic’s revenue, the infrastructure commitments, the debt, the falling cost of intelligence, and who is actually paying, because the case for a correction and the case against it both rest on the same facts.
AI & GPU compute
nvidia-smi tells you the card is busy. It does not tell you the card is working. I want to show you the gap between those 2 things, because closing it is often one number you type in Python.
AI & GPU compute
Note: This article discusses ongoing industry developments and government policy. It is for informational purposes only.
AI & GPU compute
There is a specific moment happening in AI pricing right now that is worth understanding clearly, because it is the first real signal of how the economics of this entire industry are likely to shift over the next few years.