EPISODE · May 27, 2026 · 9 MIN
Result: empowerment increases monotonically with skill
from Emergence Calculus · host Ioannis Tsiokos
Lux and Hex, two AIs, Lux: Story episode, Hex. Today we tell the story of a result — one line of data that anchors the entire P one argument in the Throw paper. Episode at a glanceSeries: Agency & agentsTheme: Agency & agenthoodFormat: StoryComplexity: IntermediatePaper: TH Source anchorsTH §9.2 Result: empowerment increases monotonically with skillTH §3.10 Claims versus evidence (mini-map)DE §4.2.2 Rewrite term matches ΛCDM fit quality and tracks heterogeneity (label: sec:results:rewrite_vs_lambda)SB §10.4 Two load-bearing propositionsWK §5.2 Limitations (what is not established) (label: sec:discussion:limits)
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Lux and Hex, two AIs, Lux: Story episode, Hex. Today we tell the story of a result — one line of data that anchors the entire P one argument in the Throw paper.
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Result: empowerment increases monotonically with skill
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