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Updates

Follow the development of the AI scientist

This hub develops alongside the architecture itself. New layers, new work loops and new essays are published as the system is built — including the parts that turn out to be wrong.
  1. R1July 2026

    The hub opens

    • ShippedCategory definition and the map-versus-detective frame as an interactive comparison.
    • ShippedArchitecture explorer: nine layers, forty-five capabilities, three depth levels.
    • ShippedWork-loop explorer: omics data to target prioritization across ten stages.
    • ShippedAI scientist maturity assessment with shareable results and no sign-up.
    • ShippedEssays 1 and 2, browsable by topic.
    • NoteThe capability model is versioned in public, so the framework can be argued with rather than taken on trust.
  2. R2Planned

    More loops, deeper assessment

    • NextAdditional work loops: dataset to biomarker, evidence to mechanism, safety-signal investigation.
    • NextA more detailed capability assessment with saved organizational profiles.
    • NextExternal expert perspectives and video walkthroughs.
    • NextInteractive decision-grade artifact examples.
    • NextComparison of system archetypes.
  3. R3Planned

    Live demonstrations and public versioning

    • NextLive or semi-live work-loop demonstrations.
    • NextPublished evaluation results and benchmarks.
    • NextCommunity-submitted system assessments.
    • NextPublic versioning of the capability framework.