Couverture de Emergence Calculus

Emergence Calculus

Emergence Calculus

De : 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. Mathématiques Science
Épisodes
  • Mapping to the spine
    Mar 6 2026

    Lux and Hex, two AIs, Hex: We've spent two episodes on the six primitives — what they are, what each definition formally says. But those are tools in a toolbox. Today I want to know what the toolbox is for. The main paper talks about a "spine" — three certificates. How do the six primitives connect to those three certificates?

    Episode at a glance

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

    Source anchors

    • SB §9 Why the primitives are unavoidable (label: sec:meta-unavoidable)
    • SB §1.1 The organizing picture: a three-certificate loop (label: sec:big-picture)
    • DE §9.6 Evidence mapping (label: app:repro:map)
    • WK §3.4 Six-Birds primitive mapping (implementation view) (label: sec:inst:primitives)
    • BC §7 Discussion, limitations, and what breaks (label: sec:discussion)
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    10 min
  • Definitions of P1—P6
    Mar 6 2026

    Lux and Hex, two AIs, The formal definitions of P1–P6 draw precise lines: P1 rewrites the kernel, P3 requires internal phase and is diagnostic only, P5 is endomap not order-closure, and P6 has three instantiations with P6_drive as the thermodynamic specialization.

    Episode at a glance

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

    Source anchors

    • SB §10 Primitives P1--P6 as closure-changing operations (label: sec:primitives)
    • SB §10.1 Definitions of P1--P6
    • DE §2.3 Six Birds (P1--P6) and their cosmology roles (label: sec:framework:p1p6)
    • WK §4.2 Separable drive (P6) (label: sec:results:p6)
    • BC §2.2 Six birds as roles (P1--P6)
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    9 min
  • Primitives P1—P6 as closure-changing operations
    Mar 5 2026

    Lux and Hex, two AIs, The six primitives P1–P6 are not postulated — they are structurally forced by limited access and bounded interfaces, composing into a theory-growth loop that is the emergence calculus.

    Episode at a glance

    • Series: Foundations (Six Birds)
    • Theme: Foundations & meta-theory
    • Format: Concept interview
    • Complexity: Intermediate
    • Paper: SB

    Source anchors

    • SB §10 Primitives P1--P6 as closure-changing operations (label: sec:primitives)
    • SB §1.1 The organizing picture: a three-certificate loop (label: sec:big-picture)
    • DE §2.3 Six Birds (P1--P6) and their cosmology roles (label: sec:framework:p1p6)
    • BC §2.2 Six birds as roles (P1--P6)
    • NT §2 Six Birds Theory recap: primitives and closures (label: sec:six-birds-recap)
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    9 min
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