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[codex] Rewrite how to work with large language models#2688

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paytonison wants to merge 2 commits into
openai:mainfrom
paytonison:articles/how-to-work-with-llm-rewrite
Open

[codex] Rewrite how to work with large language models#2688
paytonison wants to merge 2 commits into
openai:mainfrom
paytonison:articles/how-to-work-with-llm-rewrite

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Summary

  • Rewrite articles/how_to_work_with_large_language_models.md into a current first-time user guide for working with LLMs.
  • Update examples and guidance around the Responses API, model choice, prompting, structured outputs, retrieval, tool use, conversation state, evals, safety, optimization, and fine-tuning.
  • Add paytonison to authors.yaml and update the article metadata in registry.yaml.

Motivation

The existing article was centered on older GPT-3/GPT-4 and legacy completions-era guidance. This refresh makes the article more useful for new users and aligns it with current OpenAI API concepts.

Validation

  • git diff --check HEAD~1..HEAD
  • Parsed authors.yaml and registry.yaml with Python/YAML
  • Checked Markdown reference links for missing or unused definitions

@paytonison paytonison marked this pull request as ready for review May 12, 2026 05:16
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