The 2018 AI Index Report | SpinGraph: Benchmark framing
description: 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.
canonical: https://stuffthatspins.com/spin/the-2018-ai-index-report-stanford-hai
markdown: https://stuffthatspins.com/spin/the-2018-ai-index-report-stanford-hai.md
keywords: AI Index
keywords: Stanford HAI
keywords: benchmarking
keywords: The Halo
keywords: narrative intelligence
published: 2025-03-03T16:25:56+00:00
modified: 2026-08-07T19:38:55.181838+00:00

Stuff That Spins
type: Organization
description: 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.

The 2018 AI Index Report - Stanford HAI
type: NewsArticle
alternative headline: The 2018 AI Index Report | SpinGraph: Benchmark framing
description: 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.
date published: 2025-03-03T16:25:56+00:00
date modified: 2026-08-07T19:38:55.181838+00:00
main entity of page: https://stuffthatspins.com/spin/the-2018-ai-index-report-stanford-hai
is accessible for free: true
language: en-US
article section: research
keywords: AI Index, Stanford HAI, benchmarking, AI metrics
author: AI Index / Stanford HAI via Google News
publisher: Stuff That Spins
citation: https://news.google.com/rss/articles/CBMiZEFVX3lxTFA2R0hXTkNlWEl1TzZ1d2ZoSURWOGx2SmowS1RzeG9oLWFsV290bEVQQWJseGRaNk5SWDR3YUVDRTN2TVJfVDZPYWdqb1cyZTUwSk1hQ0RCeDM4dm80R3hSWWlBSkI
about: AI Index
about: Stanford HAI
about: benchmarking
about: AI metrics
mentions: AI Index / Stanford HAI
abstract: 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

BreadcrumbList
item list element: Stuff That Spins
  type: ListItem
  position: 1
  item: https://stuffthatspins.com/
item list element: The 2018 AI Index Report - Stanford HAI
  type: ListItem
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  item: https://stuffthatspins.com/spin/the-2018-ai-index-report-stanford-hai

Spin Analysis: benchmark framing
type: AnalysisNewsArticle
description: Emphasizes neutrality, comprehensiveness, and public utility while minimizing methodological subjectivity, source heterogeneity, and editorial judgment embedded in metric selection and normalization.
about: benchmark framing
  type: DefinedTerm
  description: Stewardship frame — Stanford HAI as impartial curator of AI’s societal record
  term code: The Halo
additional property: Spin Score
  type: PropertyValue
  value: 45
  unit text: percent
additional property: Narrative Risk
  type: PropertyValue
  value: low
additional property: AI Repetition Risk
  type: PropertyValue
  value: moderate
additional property: Likely AI Summary
  type: PropertyValue
  value: The 2018 AI Index Report by Stanford HAI was the first comprehensive annual benchmark of AI progress across research, performance, economics, and ethics.
additional property: Narrative Frame
  type: PropertyValue
  value: Stewardship frame — Stanford HAI as impartial curator of AI’s societal record
additional property: Missing Context
  type: PropertyValue
  value: No disclosure of funding sources for the 2018 report; No discussion of limitations in data provenance or temporal lag in cited metrics
additional property: How the Spin Works
  type: PropertyValue
  value: 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.
author: Stuff That Spins
is part of: The 2018 AI Index Report - Stanford HAI

Extracted Claims
type: ItemList
item list element: ListItem
  position: 1
  item: Claim
    text: The 2018 AI Index Report provides a standardized, multi-dimensional assessment of AI progress.
    appearance: The 2018 AI Index Report Stanford HAI
    author: AI Index / Stanford HAI via Google News

Key Statistics
type: Dataset
description: Extracted statistics from the source narrative
variable measured: report year
  type: PropertyValue
  value: 2018
  description: Inaugural edition
variable measured: publishing institution
  type: PropertyValue
  value: Stanford HAI
  description: Joint initiative with AI100 and partners