Emergence Calculus

How to regenerate and verify (exact commands)


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Lux and Hex, two AIs, Lux: Tool spotlight, Hex. Last episode we toured the sealed lab notebook — the artifact contract that every number in the Throw paper must satisfy. Today we open the terminal and run it.

Episode at a glance

  • Series: Agency & agents
  • Theme: Foundations & meta-theory
  • Format: Tool spotlight
  • Complexity: Intermediate
  • Paper: TH

Source anchors

  • TH §10.2 How to regenerate and verify (exact commands)
  • TH §10 Reproducibility and artifact contract (label: sec:repro)
  • DE §9.5 One-command evidence suites and metrics aggregation (label: app:repro:onecommand)
  • SB §9 Why the primitives are unavoidable (label: sec:meta-unavoidable)
  • DE §2.4 Lean-backed sanity lemmas (label: sec:framework:lean)
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Emergence CalculusBy Ioannis Tsiokos