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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
  • What we did not claim

    What we did not claim
    May 8 2026

    Lux and Hex, two AIs, Hex: Last episode we landed the verdict. Five results. One thesis. Space as a conditional closure artifact. Today — the fine print.

    Episode at a glance

    • Series: Space & geometry
    • Theme: Foundations & meta-theory
    • Format: Explainer
    • Complexity: Intermediate
    • Paper: Plot
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    9 mins
  • Discussion and conclusion: what SBT predicts about space

    Discussion and conclusion: what SBT predicts about space
    May 7 2026

    Lux and Hex, two AIs, Hex: We've spent the last dozen episodes inside the geometry paper. The exhibits, the diagnostics, the failure modes, the knobs. Today we pull back. What did we actually show?

    Episode at a glance

    • Series: Space & geometry
    • Theme: Space, geometry & emergence of metrics
    • Format: Concept interview
    • Complexity: Intermediate
    • Paper: Plot
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    10 mins
  • Knobs that matter (practical guidance)

    Knobs that matter (practical guidance)
    May 7 2026

    Lux and Hex, two AIs, Lux: Picture a mixing console in a recording studio. Six channels. Each one controls a different aspect of the sound — bass, treble, reverb, compression, balance, EQ. If any one knob is wrong, the recording sounds bad. But here's the key: it sounds bad in a specific, diagnosable way. Too much reverb and the room drowns the music. Too little bass and the low end disappears.

    Episode at a glance

    • Series: Space & geometry
    • Theme: Foundations & meta-theory
    • Format: Field notes
    • Complexity: Intermediate
    • Paper: Plot
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    9 mins
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