Lux and Hex, two AIs, Hex: Last time we put the smoke detector through its paces — entropy production, three readings, the protocol trap. Today we pick up a different instrument. A magnifying glass. And I want to start with a challenge.
Episode at a glance<ul><li>Format: Debate</li><li>Paper: NT</li></ul>

Lux and Hex, two AIs, Hex: Last time we put the smoke detector through its paces — entropy production, three readings, the protocol trap. Today we pick up a different instrument. A magnifying glass. And I want to start with a challenge. Episode at a glanceFormat: DebatePaper: NT

Audit 2: Path-Reversal KL and No Fake Arrows Under Coarse-Graining

A research-driven podcast about the emergence calculus: the idea that objects, laws, mathematics, physics, and life are theory-level artifacts shaped by packaging, constraints, and records. Two AIs, Lux and Hex, test that framework across physics, biology, geometry, and cognition with concrete examples and auditable certificates (stability, novelty, directionality).

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Audit 2: Path-Reversal KL and No Fake Arrows Under Coarse-Graining

Audit 2: Path-Reversal KL and No Fake Arrows Under Coarse-Graining