Emergence Calculus

Reproducibility and artifact contract

9 min · 28 mei 2026
aflevering Reproducibility and artifact contract artwork

Beschrijving

Lux and Hex, two AIs, Lux: Case study, Hex. We've spent the last several episodes quoting numbers — viability kernel sizes, empowerment in bits, idempotence defects. Today we ask: how do we know those numbers are real? Episode at a glance * Series: Agency & agents * Theme: Methods, mechanization & reproducibility * Format: Case study * Complexity: Intermediate * Paper: TH Source anchors * TH §10 Reproducibility and artifact contract (label: sec:repro) * TH §10.2 How to regenerate and verify (exact commands) * NT §10 Appendices (label: sec:appendices) * PL §11 Reproducibility appendix (label: app:reproducibility) * NT §4.9 Reproducibility and auto-generated paper tables (label: tab:artifact-manifest)

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aflevering Outlook: where the agent story goes next artwork

Outlook: where the agent story goes next

Lux and Hex, two AIs, Lux: Hex, picture this. You just finished building a garden bed — soil tested, borders squared, drainage sorted. Now you're standing in front of a seed catalog. Three packets catch your eye, each needing different conditions. That's the Throw paper's outlook section in a nutshell. Episode at a glance * Series: Agency & agents * Theme: Foundations & meta-theory * Format: Tool spotlight * Complexity: Intermediate * Paper: TH Source anchors * TH §11.5 Outlook * TH §11.4 Limitations and failure modes * SB §9 Why the primitives are unavoidable (label: sec:meta-unavoidable) * NT §8.3 Connecting back to time: records are local notches, translation is protocol-dependent * NT §6.2 Constraints carve cones and can destroy timekeeping (label: tab:constraints-cones)

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