What we learn from the problems we work on
We write about artificial intelligence, mathematics and software, and about what we learn while turning research into systems people use.
9 min read
How to choose an AI model architecture
AI model architecture shapes what a system can learn and where performance plateaus. Prompting or more data cannot fix an architectural mismatch.
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7 min read
Don't hire a genius for a calculator's job: when not to use an LLM
An LLM can be the wrong tool for a narrow business task. Deterministic software may be faster, cheaper, and more reliable when the rules are clear.
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