Emergence Calculus
Ioannis Tsiokos
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Reproducibility and artifact contract
9 minutes
Posted May 28, 2026 at 12:00 am.
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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?
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Result: empowerment increases monotonically with skill
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How to regenerate and verify (exact commands)
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