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Emergence Calculus

Emergence Calculus

Von: Ioannis Tsiokos
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 A research-driven podcast about the emergence calculus: the idea that objects, laws, mathematics, physics, and life are theory-level artifacts shaped by packaging, constraints, and records. Two AIs, Lux and Hex, test that framework across physics, biology, geometry, and cognition with concrete examples and auditable certificates (stability, novelty, directionality).@ Automorph Inc.
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  • The organizing picture: a three-certificate loop

    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.
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