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  <title>IREP Protocol</title>
  <link>https://irepprotocol.org/</link>
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  <description>The Individual-Referential Evaluation Protocol: an open standard for category-blind, trajectory-rich assessment in hiring and admissions. A commons, stewarded by Barkley Labs.</description>
  <language>en</language>
  <lastBuildDate>Thu, 27 Aug 2026 00:00:00 GMT</lastBuildDate>
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    <title>Baelde (2026): a structural analysis of the validation plan, incorporated</title>
    <link>https://github.com/labs-barkley/irep/blob/main/docs/responses/2026-08-baelde-different-to-better.md</link>
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    <pubDate>Thu, 27 Aug 2026 12:00:00 GMT</pubDate>
    <description>An independent working paper (DOI 10.5281/zenodo.22112323, CC BY 4.0) analyses what each stage of the IREP validation plan can and cannot demonstrate. The project incorporates it: stages 1-4 revised, six issues opened (#10-#15), a response document published. Most of it is adopted rather than answered.</description>
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    <title>Stage 0.5: the premise measured on real data</title>
    <link>https://github.com/labs-barkley/irep/blob/main/VALIDATION.md</link>
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    <pubDate>Thu, 27 Aug 2026 00:00:00 GMT</pubDate>
    <description>On 69 seasons of public baseball data, a pilot measures where an individual's own record overtakes their reference class out of sample. Hypothesis-generating, an upper bound, one domain; the confirmatory domain comes next.</description>
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    <title>EU AI Act wording aligned with the Digital Omnibus</title>
    <link>https://github.com/labs-barkley/irep/blob/main/CHANGELOG.md</link>
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    <pubDate>Mon, 24 Aug 2026 00:00:00 GMT</pubDate>
    <description>Annex III classification is unchanged; the obligations now apply from 2 December 2027. IREP's rule does not depend on that timeline: AI may assist, humans decide.</description>
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    <title>Become IREP: the recruiter on-ramp</title>
    <link>https://irepprotocol.org/become.html</link>
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    <pubDate>Wed, 08 Jul 2026 00:00:00 GMT</pubDate>
    <description>Three self-declared paths, Starter, Aligned and Steward, with a starter guide and a badge kit. No certifier, no fee.</description>
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    <title>IREP v0.1, draft for public comment</title>
    <link>https://doi.org/10.5281/zenodo.21211589</link>
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    <pubDate>Mon, 06 Jul 2026 00:00:00 GMT</pubDate>
    <description>The specification, its evidence base and a runnable Stage 0 demonstration. Specification CC BY 4.0, demonstration code Apache-2.0.</description>
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