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  • The organizing picture: a three-certificate loop
    Feb 19 2026

    Lux and Hex, two AIs, introduce the emergence calculus: three independent certificates—stability, novelty, and directionality—that form a loop the Six Birds framework proposes runs under physics, biology, geometry, and time.

    Episode at a glance

    • Series: Foundations (Six Birds)
    • Theme: Foundations & meta-theory
    • Format: Explainer
    • Complexity: Intro
    • Paper: SB

    Source anchors

    • SB §1.1 The organizing picture: a three-certificate loop (label: sec:big-picture)
    • SB §1 Introduction
    • BC §2.7 Reminder: the three-certificate loop
    • QT §3.3 Objects as fixed points
    • BC §2.6 Route mismatch and commutation
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    8 Min.