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The Tricks Moved Into the Model. The Writing Stayed.

Which sources back which section of this article, and what its evidence base looks like.

Which sources back which section

SectionSources behind it
What HappenedReynolds and McDonell, arXiv; Zhao et al., arXiv; Lu et al., arXiv; Liu et al., arXiv; Kojima et al., arXiv; David Ramel, Virtualization Review; Sclar et al., arXiv; Battle and Gollapudi, arXiv; Dina Genkina, IEEE Spectrum; Schulhoff et al., The Prompt Report; Microsoft Work Trend Index; Erin Davis, Entrepreneur; Anthropic Applied AI team; Anthropic, Prompting best practices; OpenAI, prompt engineering guide; Google, Gemini prompt design strategies; Oxford Languages, Word of the Year 2023; Wikipedia, for the OED quotation
TimelineMcCann et al., arXiv; Radford et al., OpenAI; Brown et al., arXiv; Reynolds and McDonell, arXiv; Zhao et al., arXiv; Lu et al., arXiv; Liu et al., arXiv; Wei et al., arXiv; Wang et al., arXiv; Kojima et al., arXiv; Simon Willison; Zhou et al., arXiv; Greshake et al., arXiv; David Ramel, Virtualization Review; Yao et al., arXiv; Sclar et al., arXiv; Battle and Gollapudi, arXiv; Dina Genkina, IEEE Spectrum; Schulhoff et al., The Prompt Report; Erik S. and Barry Zhang, Anthropic; Microsoft Work Trend Index; Erin Davis, Entrepreneur; Anthropic Applied AI team; Anthropic, Claude blog; OpenAI, prompt engineering guide; Google, Gemini prompt design strategies; Oxford Languages, Word of the Year 2023
The ArgumentDavid Ramel, Virtualization Review; Battle and Gollapudi, arXiv; Dina Genkina, IEEE Spectrum; Schulhoff et al., The Prompt Report; Microsoft Work Trend Index; Erin Davis, Entrepreneur; Anthropic, Prompting best practices; OpenAI, prompt engineering guide; Google, Gemini prompt design strategies
What Others AddRadford et al., OpenAI; Brown et al., arXiv; Reynolds and McDonell, arXiv; Zhao et al., arXiv; Lu et al., arXiv; Wei et al., arXiv; Wang et al., arXiv; Kojima et al., arXiv; Simon Willison; Zhou et al., arXiv; Greshake et al., arXiv; Yao et al., arXiv; Sclar et al., arXiv; Schulhoff et al., The Prompt Report; Erik S. and Barry Zhang, Anthropic; Anthropic, Claude blog; Anthropic, Prompting best practices; OpenAI, prompt engineering guide; Google, Gemini prompt design strategies
ConclusionZhao et al., arXiv; Lu et al., arXiv; Kojima et al., arXiv; Zhou et al., arXiv; David Ramel, Virtualization Review; Sclar et al., arXiv; Battle and Gollapudi, arXiv; Schulhoff et al., The Prompt Report; Microsoft Work Trend Index; Erin Davis, Entrepreneur; Anthropic, Prompting best practices; OpenAI, prompt engineering guide; Google, Gemini prompt design strategies

What the evidence base looks like

  • 29Sources behind this article
  • 5Sections, every one of them sourced
  • 17Read in full
  • 12Read at the abstract only
What the source isHow manyHow they were read
Origin: the paper, post or announcement in which a technique, a term or a finding first appeared16Twelve papers at their abstract; two papers, the naming post and Oxford’s announcement in full
Vendor: a company writing about its own product, practice or survey7All seven in full; what they say about themselves is on the page as theirs
Reporting: journalism about the job3All three in full; one reports a paywalled article, and what it quotes is attributed through it
Reference: two surveys of the field and an encyclopaedia3All three in full; the encyclopaedia is used only for its quotation of a dictionary that could not be opened

Reliable

Reliable, but with an interestWorth believing and reliableWeak on both, and used with careHonest, but thin

Worth believing

Each point is one source used, placed by two judgements on a six-step scale. Points carry no names: the chart shows the shape of the evidence, not a verdict on any publisher.