Every answer in the guide, by topic and by year, from 2019 to today.
Often less than the headline, and sometimes more. A compute commitment is a contract to buy computing capacity over many years; some are binding take-or-pay contracts that must be paid even if the buyer does…
5 min read
All three hold 64 GB or more of shared memory in a small box, so they load models a single consumer graphics card cannot.
6 min read
Anthropic's filing shows about $33.2 billion of revenue in the first nine months of 2026, an operating loss of $567 million in the third quarter, and about $895 billion of compute and infrastructure…
5 min read
From November 12, Anthropic's Usage Policy prohibits sustained and needless abusive or cruel behavior toward its models, a rule the company says targets extreme cases rather than ordinary frustration.
4 min read
Building your own model can mean anything from a free laptop exercise to a run costing hundreds of thousands of dollars, so choose by goal.
5 min read
Buy for memory first: 16 GB runs small models, 32 GB runs today's best 27-billion-parameter coding models, and 128 GB reaches models above 100 billion parameters.
6 min read
Electricity is the small part: four hours a day costs roughly CA$1 to CA$3 a month on a shared-memory desktop in Québec, and up to about CA$11 on a large graphics card PC.
5 min read
According to reports in the Financial Times and The Wall Street Journal, OpenAI lowered its current funding round from $30 billion to $20 billion and has about $11 billion committed so far.
4 min read
For almost every practical task, use RAG for facts that change and fine-tuning for consistent behavior; together they cost little.
4 min read
Rent a machine by the minute, connect over SSH, clone Karpathy's nanochat, run a short test model for about $3, then run the full script for about $64 on eight H100 GPUs.
5 min read
At rental prices read on November 2, 2026, a GPT-2-grade model costs about $64, a 124-million-parameter nanoGPT reproduction about $1,500, and a capable 3-billion-parameter model about $880,000 at list price.
5 min read
On one computer, the realistic options today are small models such as Gemma 4, Qwen3.8-27B, gpt-oss-20b or Nemotron 3.5 Lightning. Models above about 300 billion parameters need a server or a hosted service.
7 min read
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