Research and Development | SpinGraph: Authority framing
SpinGraph analysis of AI Index / Stanford HAI's Research and Development story: authority framing, The Halo + The Fog, Spin Score 75%, high 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.
Research and Development | The 2025 AI Index Report - Stanford HAI
Stanford HAI released the 2025 AI Index Report, a widely cited annual assessment of AI progress. The report synthesizes data from academic, corporate, and policy sources to track trends in publication volume, compute use, model performance, and adoption. It functions as a de facto authority on AI advancement, shaping narratives for investors, regulators, and media despite limited methodological transparency.
Emphasizes institutional legitimacy and scale of data inputs while minimizing transparency about selection criteria, normalization methods, weighting decisions, and potential conflicts of interest in data sourcing.
Authoritative, nonpartisan, longitudinal knowledge infrastructure
The 2025 AI Index Report by Stanford HAI shows accelerating AI progress across research, investment, and real-world deployment.
Funding sources for the Index project; Role of corporate partners in data provision or interpretation; Absence of dissenting expert commentary or methodological critique within the report
The story uses titles, institutions, awards, rankings, partners, experts, or official language to make the subject feel more credible. Watch for loaded terms such as authoritative, comprehensive, longitudinal, benchmark. The distribution reads as promotional distribution. A pressure point: Funding sources for the Index project.
The 2025 AI Index Report provides a comprehensive, authoritative, and longitudinal view of AI progress.
Research and Development | The 2025 AI Index Report Stanford HAI
Extracted statistics from the source narrative
First published in 2017; positions itself as longitudinal authority
Report claims broad sourcing but does not disclose full provenance or weighting methodology