The FT Explains Your Job Better Than You Do
A newspaper — a newspaper — just published the clearest visual breakdown of the transformer architecture you're going to find.
the FT piece remains one of the best explanations of transformers. AI labs still haven't matched it for general audience clarity. the media doing better explainers than the builders is still embarrassingly true.
The Financial Times, an organization that covers commodity prices and central bank press conferences, has produced a better explanation of how transformers work than anything the actual AI labs have published for a general audience.
It scrolls. It animates. It shows you tokens moving through attention layers without once using the phrase "in today's rapidly evolving landscape." The attention mechanism — the thing that trips up every explainer that tries to describe it in words — actually makes sense when you can watch it happen.
OpenAI has a research blog. Anthropic has a research blog. Google has approximately four research blogs. None of them have made anything as immediately clear as this.
There's a particular embarrassment in that, or there would be if anyone in the industry were paying attention to it. The people who built the thing, who are burning through hundreds of millions in compute to scale it, couldn't be bothered to explain it clearly. A newspaper with a paywall and a graphics desk did it in a weekend.
Read it. It's free. It's short. It will take you ten minutes and you'll understand something you've been nodding along to for two years.
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