Emergence Calculus

Assumption bundles


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Lux and Hex, two AIs, read the fine print on every theorem — seven named assumption tags that turn hidden premises into a nutrition label you can check, drop, or stress-test before trusting the result.

Episode at a glance

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

Source anchors

  • SB §3.7 Assumption bundles
  • SB §9 Why the primitives are unavoidable (label: sec:meta-unavoidable)
  • DE §9.3 Experiment run bundles (manifest system) (label: app:repro:manifests)
  • QT §8 No-go pressures as assumptions about globally compatible packaging (label: sec:no-go)
  • DE §4.5.5 Robustness suite: multiple splits, block bootstrap, covariance jitter (label: sec:results:lss_robustness)
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Emergence CalculusBy Ioannis Tsiokos