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  <title>Standards Body Library</title>
  <link href="https://standardsbody.ai/feed.xml" rel="self"/>
  <link href="https://standardsbody.ai/library/"/>
  <id>https://standardsbody.ai/library/</id>
  <updated>2026-07-18T00:00:00Z</updated>
  <author><name>Standards Body</name></author>
  <subtitle>Public research library of Standards Body, an independent research and institutional-design project.</subtitle>
  <entry>
    <title>A Crosswalk of Frontier AI Safety Frameworks: Evaluation Triggers and Commitments</title>
    <link href="https://standardsbody.ai/library/research-note/frontier-framework-crosswalk/"/>
    <id>https://standardsbody.ai/library/research-note/frontier-framework-crosswalk/</id>
    <updated>2026-07-18T00:00:00Z</updated>
    <summary>A documented comparison of the evaluation triggers, thresholds, and commitments in Anthropic’s Responsible Scaling Policy, OpenAI’s Preparedness Framework, and Google DeepMind’s Frontier Safety Framework, as of July 18, 2026.</summary>
    <category term="Research note"/>
  </entry>
  <entry>
    <title>The Foundations of Frontier AI Evaluation Infrastructure</title>
    <link href="https://standardsbody.ai/library/foundational-source/foundations/"/>
    <id>https://standardsbody.ai/library/foundational-source/foundations/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>Artificial intelligence is advancing faster than the institutions responsible for understanding, evaluating, and governing it.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Standards Body Project Identity</title>
    <link href="https://standardsbody.ai/library/foundational-source/project-identity/"/>
    <id>https://standardsbody.ai/library/foundational-source/project-identity/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This document defines the identity of Standards Body.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Standards Body Evaluation Philosophy</title>
    <link href="https://standardsbody.ai/library/foundational-source/evaluation-philosophy/"/>
    <id>https://standardsbody.ai/library/foundational-source/evaluation-philosophy/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This document explains what evaluation is for, what makes it meaningful, how it should be interpreted, and where its authority ends.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Standards Body Terminology</title>
    <link href="https://standardsbody.ai/library/foundational-source/terminology/"/>
    <id>https://standardsbody.ai/library/foundational-source/terminology/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This document establishes the canonical terminology of Standards Body.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Standards Body Evidence Standards</title>
    <link href="https://standardsbody.ai/library/foundational-source/evidence-standards/"/>
    <id>https://standardsbody.ai/library/foundational-source/evidence-standards/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This document defines the evidence standards of Standards Body.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Standards Body Research Methodology</title>
    <link href="https://standardsbody.ai/library/foundational-source/research-methodology/"/>
    <id>https://standardsbody.ai/library/foundational-source/research-methodology/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This document establishes how Standards Body conducts research.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Standards Body Taxonomy</title>
    <link href="https://standardsbody.ai/library/foundational-source/taxonomy/"/>
    <id>https://standardsbody.ai/library/foundational-source/taxonomy/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This document establishes the canonical classification architecture of Standards Body.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Foundations Appendix</title>
    <link href="https://standardsbody.ai/library/foundational-source/foundations-appendix/"/>
    <id>https://standardsbody.ai/library/foundational-source/foundations-appendix/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This appendix integrates the eight Standards Body foundations into one coherent system.</summary>
    <category term="Foundational source"/>
  </entry>
  <entry>
    <title>Foundation 1: Dynamic Evaluation Protocols</title>
    <link href="https://standardsbody.ai/library/foundation-paper/dynamic-evaluation-protocols/"/>
    <id>https://standardsbody.ai/library/foundation-paper/dynamic-evaluation-protocols/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on dynamic evaluation protocols for frontier artificial intelligence.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 2: Held-Out Evaluations</title>
    <link href="https://standardsbody.ai/library/foundation-paper/held-out-evaluations/"/>
    <id>https://standardsbody.ai/library/foundation-paper/held-out-evaluations/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on held-out evaluations for frontier artificial intelligence.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 3: High-Stakes Capability Evaluation</title>
    <link href="https://standardsbody.ai/library/foundation-paper/high-stakes-capability-evaluation/"/>
    <id>https://standardsbody.ai/library/foundation-paper/high-stakes-capability-evaluation/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on evaluating AI capabilities that may produce unusually consequential outcomes.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 4: Independent Expert Review</title>
    <link href="https://standardsbody.ai/library/foundation-paper/independent-expert-review/"/>
    <id>https://standardsbody.ai/library/foundation-paper/independent-expert-review/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on independent expert review for frontier artificial intelligence.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 5: Third-Party Auditor Ecosystem</title>
    <link href="https://standardsbody.ai/library/foundation-paper/third-party-auditor-ecosystem/"/>
    <id>https://standardsbody.ai/library/foundation-paper/third-party-auditor-ecosystem/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on the development of a trustworthy third-party evaluator and auditor ecosystem for frontier artificial intelligence.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 6: Progressive Standards and Requirements</title>
    <link href="https://standardsbody.ai/library/foundation-paper/progressive-standards-and-requirements/"/>
    <id>https://standardsbody.ai/library/foundation-paper/progressive-standards-and-requirements/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on how frontier AI evaluation practices may responsibly develop from research and voluntary commitments into progressively more formal standards, assurance expectations, contractual duties, procurement requirements, and legal obligations.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 7: Incentives and Prestige</title>
    <link href="https://standardsbody.ai/library/foundation-paper/incentives-and-prestige/"/>
    <id>https://standardsbody.ai/library/foundation-paper/incentives-and-prestige/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on incentives, recognition, reputation, and prestige within frontier AI evaluation and standards development.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Foundation 8: Global Interoperability</title>
    <link href="https://standardsbody.ai/library/foundation-paper/global-interoperability/"/>
    <id>https://standardsbody.ai/library/foundation-paper/global-interoperability/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>This paper defines the Standards Body position on global interoperability for frontier artificial intelligence evaluation, assurance, standards, and governance.</summary>
    <category term="Foundation paper"/>
  </entry>
  <entry>
    <title>Standards Body Institution Design</title>
    <link href="https://standardsbody.ai/library/institutional-design/institution-design/"/>
    <id>https://standardsbody.ai/library/institutional-design/institution-design/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing the architecture of a possible future frontier AI standards and assurance institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Standards Body Governance Framework</title>
    <link href="https://standardsbody.ai/library/institutional-design/governance-framework/"/>
    <id>https://standardsbody.ai/library/institutional-design/governance-framework/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing governance controls for a possible future institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Standards Body Standards Development Process</title>
    <link href="https://standardsbody.ai/library/institutional-design/standards-development-process/"/>
    <id>https://standardsbody.ai/library/institutional-design/standards-development-process/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing how standards could be developed, approved, and maintained by a possible future institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Standards Body Evaluator Accreditation Framework</title>
    <link href="https://standardsbody.ai/library/institutional-design/evaluator-accreditation-framework/"/>
    <id>https://standardsbody.ai/library/institutional-design/evaluator-accreditation-framework/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing how evaluator competence and impartiality could be accredited by a possible future institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Standards Body Partnership Principles</title>
    <link href="https://standardsbody.ai/library/institutional-design/partnership-principles/"/>
    <id>https://standardsbody.ai/library/institutional-design/partnership-principles/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing principles that would govern partnerships of a possible future institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Standards Body Transparency Framework</title>
    <link href="https://standardsbody.ai/library/institutional-design/transparency-framework/"/>
    <id>https://standardsbody.ai/library/institutional-design/transparency-framework/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing transparency obligations for the project and a possible future institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Standards Body Contributor Framework</title>
    <link href="https://standardsbody.ai/library/institutional-design/contributor-framework/"/>
    <id>https://standardsbody.ai/library/institutional-design/contributor-framework/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>A Standards Body research and institutional-design proposal describing how contributors could participate in a possible future institution.</summary>
    <category term="Institutional-design proposal"/>
  </entry>
  <entry>
    <title>Static Benchmarks Are Not Enough: Why Frontier AI Evaluation Must Be Continuously Maintained</title>
    <link href="https://standardsbody.ai/library/publications/static-benchmarks-are-not-enough/"/>
    <id>https://standardsbody.ai/library/publications/static-benchmarks-are-not-enough/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>Why consequential frontier AI evaluation should move from static benchmarks to versioned, governed, continuously maintained protocols. A public-facing derivative of Foundation 1.</summary>
    <category term="Public foundational essay"/>
  </entry>
  <entry>
    <title>An Evaluation Is Not an Audit</title>
    <link href="https://standardsbody.ai/library/explainers/evaluation-is-not-an-audit/"/>
    <id>https://standardsbody.ai/library/explainers/evaluation-is-not-an-audit/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>Evaluation, testing, and audit are different activities with different evidence. Confusing them changes what a result actually shows.</summary>
    <category term="Public explainer"/>
  </entry>
  <entry>
    <title>Certification Is Not Accreditation</title>
    <link href="https://standardsbody.ai/library/explainers/certification-is-not-accreditation/"/>
    <id>https://standardsbody.ai/library/explainers/certification-is-not-accreditation/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>Certification attests that requirements were met. Accreditation recognizes that a body is competent to assess. The words are routinely swapped, and the swap misleads.</summary>
    <category term="Public explainer"/>
  </entry>
  <entry>
    <title>Assurance Is Not a Safety Guarantee</title>
    <link href="https://standardsbody.ai/library/explainers/assurance-is-not-a-safety-guarantee/"/>
    <id>https://standardsbody.ai/library/explainers/assurance-is-not-a-safety-guarantee/</id>
    <updated>2026-07-17T00:00:00Z</updated>
    <summary>Assurance provides bounded confidence from evidence. It never provides certainty, and passing an evaluation is not proof of safety.</summary>
    <category term="Public explainer"/>
  </entry>
</feed>
