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Chips, clouds, funding rounds and the industry growing around AI.

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NVIDIA's 128GB DGX Spark is $6,950, a 128GB Surface is $5,899
Tech

11 min read

NVIDIA's 128GB DGX Spark is $6,950, a 128GB Surface is $5,899

NVIDIA raised the bigger DGX Spark and added a half memory box at $4,999. Microsoft then priced 2 machines with the same memory below both. Which Spark makes sense, and when.

OpenAI cuts off Cursor, what changes on November 12
Tech

11 min read

OpenAI cuts off Cursor, what changes on November 12

OpenAI told SpaceX it will stop serving its models inside Cursor on November 12. Cursor says those models carry about 5% of its traffic. Here is what really stops, and what to do first.

How do AI companies make money, and who keeps it
Tech

11 min read

How do AI companies make money, and who keeps it

The 5 ways the money actually arrives, with prices read off the vendors' own pages, and the single quarter of Nvidia data center sales that came in larger than Anthropic's annualized run rate.

LLM API pricing comparison 2026, 18 models and 3 real jobs
Tech

11 min read

LLM API pricing comparison 2026, 18 models and 3 real jobs

Every LLM API pricing comparison stops at the price per million tokens. This one prices 3 real jobs across 18 models, and names the 4 clauses that change the ranking after you sign up.

How much water does one AI prompt use, drops or a bottle
Tech

12 min read

How much water does one AI prompt use, drops or a bottle

Google measured 0.26 milliliters for the median Gemini text prompt. The bottle everyone quotes comes from a 2023 estimate for GPT-3, where most of the water was never in the data center.

RunPod vs Vast.ai, 5 tests and the real price of a 4090
Tech

13 min read

RunPod vs Vast.ai, 5 tests and the real price of a 4090

Vast.ai looks cheaper until you check the middle of the market. I pulled 91 live RTX 4090 offers and RunPod's own price API, then ran 5 tests on cost, setup, uptime, hidden charges and endpoints.

Why are GPUs used for AI, and what a CPU can't do
Tech

12 min read

Why are GPUs used for AI, and what a CPU can't do

A graphics chip runs thousands of small sums at once, and it reads its own memory about 37 times faster than a desktop. That second number is the one that decides your speed.

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