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Emergence Calculus

Emergence Calculus

By: Ioannis Tsiokos
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Summary

 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. Mathematics Science
Episodes
  • Microstate factoring and packaging

    Microstate factoring and packaging
    May 15 2026

    Lux and Hex, two AIs, Lux: Before you can define a layer, Hex — before you can talk about agents, dynamics, or physics at any induced scale — you have to carve the microstate. Cut it into pieces. Inside, boundary, outside.

    Episode at a glance

    • Series: Agency & agents
    • Theme: Foundations & meta-theory
    • Format: Debate
    • Complexity: Intermediate
    • Paper: Throw
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    9 mins
  • Definition (Theory / layer, specialized)

    Definition (Theory / layer, specialized)
    May 15 2026

    Lux and Hex, two AIs, Lux: One definition sits at the center of everything we've been discussing this series, Hex. T equals Π, L, F, B. Four symbols. Four components. Today we're putting each one under the microscope.

    Episode at a glance

    • Series: Agency & agents
    • Theme: Foundations & meta-theory
    • Format: Tool spotlight
    • Complexity: Intermediate
    • Paper: Throw
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    9 mins
  • The packaging engine: from kernels to induced agent variables

    The packaging engine: from kernels to induced agent variables
    May 14 2026

    Lux and Hex, two AIs, Lux: The Throw paper has a section called "the packaging engine," Hex. And it does something specific. It takes raw microstates and turns them into induced agent variables. Today we're walking through that engine step by step.

    Episode at a glance

    • Series: Agency & agents
    • Theme: Agency & agenthood
    • Format: Case study
    • Complexity: Deep cut
    • Paper: Throw
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    10 mins
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