ChatGPT writes. This $40M AI never writes a word.
Writers and judges, explained.
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The problem
Everyone uses AI that writes, but the moment you try to automate thousands of small decisions with it, it gets slow, expensive and breaks your code.
After this guide
You'll understand how LLMs actually work, why they're the wrong tool for fast decisions, and how a new kind of model fixes that, without a single equation.
What's inside
- How an LLM works, from zero
- Why chat AI breaks inside automation
- A new model type that only makes decisions, with a worked example
- The honest limits
