{
  "schemaVersion": "1.0",
  "slug": "assurance-infrastructure",
  "title": "The Case for Assurance Infrastructure",
  "url": "https://evidencepress.org/observatory/assurance/",
  "standfirst": "The technical argument that checking AI-generated evidence, not producing it, is the binding constraint on government analysis; the research avenues that would relax it; and sixteen tractable projects.",
  "summary": "An evidence-backed essay on why verification capacity, provenance and accountable authorisation determine the useful scale of AI-assisted policy analysis.",
  "datePublished": "2026-08-04",
  "dateModified": "2026-08-05",
  "articleClass": "essay",
  "status": "published",
  "byline": "Evidence Press",
  "topics": [
    "AI assurance",
    "public policy",
    "verification",
    "research infrastructure",
    "agent systems"
  ],
  "readingMinutes": 65,
  "wordCount": 14299,
  "newResearchClaims": true,
  "claimBoundary": "Evidence-backed synthesis with internally recomputed derived quantities and a recorded adversarial review. It is not a certificate-backed Evidence Press research release, has no article-specific DOI, and has not been externally peer reviewed or independently reproduced.",
  "sources": [
    {
      "citation": "UK Government, Ground-breaking use of AI saves taxpayers money and delivers greater government efficiency",
      "url": "https://www.gov.uk/government/news/ground-breaking-use-of-ai-saves-taxpayers-money-and-delivers-greater-government-efficiency"
    },
    {
      "citation": "METR, Time Horizon 1.1",
      "url": "https://metr.org/blog/2026-1-29-time-horizon-1-1/"
    },
    {
      "citation": "Epoch AI, LLM inference price trends",
      "url": "https://epoch.ai/data-insights/llm-inference-price-trends"
    },
    {
      "citation": "Anthropic, Building a C compiler with a team of parallel Claudes",
      "url": "https://www.anthropic.com/engineering/building-c-compiler"
    }
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  "relatedReleases": [],
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  "corrections": [],
  "license": "CC0-1.0",
  "markdownUrl": "https://evidencepress.org/observatory/assurance/index.md",
  "sourceUrl": "https://github.com/ipitchford/evidence-press-site/blob/main/pages/assurance.md",
  "editUrl": "https://github.com/ipitchford/evidence-press-site/edit/main/pages/assurance.md",
  "metadataEditUrl": "https://github.com/ipitchford/evidence-press-site/edit/main/articles/assurance-infrastructure/meta.json"
}