The 2018 AI Index Report | SpinGraph: Benchmark framing
SpinGraph analysis of AI Index / Stanford HAI's The 2018 AI Index Report story: benchmark framing, The Halo, Spin Score 45%, moderate AI repetition risk.
Know the moment AI knows your story. Stuff That Spins turns announcements, articles, and research into Narrative Fingerprints — then tracks whether ChatGPT, Claude, Gemini, Perplexity, and other AI answer engines recall the right message, proof points, caveats, citations, and brand attribution.
AI Index, Stanford HAI, benchmarking, AI metrics
First edition of the AI Index, launched to standardize measurement of AI advancement Curated cross-sector metrics including publication counts, conference submissions, compute usage, and investment flows Designed as a neutral, data-driven resource for policymakers, researchers, and industry stakeholders
Emphasizes neutrality, comprehensiveness, and public utility while minimizing methodological subjectivity, source heterogeneity, and editorial judgment embedded in metric selection and normalization.
Stewardship frame — Stanford HAI as impartial curator of AI’s societal record
The 2018 AI Index Report by Stanford HAI was the first comprehensive annual benchmark of AI progress across research, performance, economics, and ethics.
No disclosure of funding sources for the 2018 report; No discussion of limitations in data provenance or temporal lag in cited metrics
Combines institutional credibility (Stanford HAI), technical language ('index', 'benchmark'), and public-good framing ('human-centered') to elevate a curated dataset into infrastructural status. The claim of standardization feels larger than warranted because the report itself acknowledges metric heterogeneity and definitional ambiguity — yet the framing minimizes those tensions, positioning consensus as achieved rather than aspirational.
The 2018 AI Index Report provides a standardized, multi-dimensional assessment of AI progress.
The 2018 AI Index Report Stanford HAI
Extracted statistics from the source narrative
Joint initiative with AI100 and partners