Error Analysis for Improving LLM Applications
A systematic approach to analysing and improving large language model applications through error analysis.
Artificial intelligence
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Why we need Experiment-based Roadmaps in the AI Product Era
Why evaluation-driven experimentation creates better roadmaps in AI products.
The challenges of mastering LLMs, and their role as cyborg enhancement
Simon Willison was a guest on Logan Kilpatrick's Google podcast. Topics covered: AI as a 'cyborg enhancement', the non-intuitive challenges of mastering LLM use, and the legitimate need for uncensored language models in fields like journalism.
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Error Analysis for Improving LLM Applications
A systematic approach to analysing and improving large language model applications through error analysis.
Why we need Experiment-based Roadmaps in the AI Product Era
Why evaluation-driven experimentation creates better roadmaps in AI products.
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Understanding the combinatorial complexity problem that plagues many software systems, and how modern architectures solve it.
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The challenges of mastering LLMs, and their role as cyborg enhancement
Simon Willison was a guest on Logan Kilpatrick's Google podcast. Topics covered: AI as a 'cyborg enhancement', the non-intuitive challenges of mastering LLM use, and the legitimate need for uncensored language models in fields like journalism.