Lux and Hex, two AIs, Hex: Last episode — definability rarity. Almost nothing about the micro level is expressible from the macro. Now we zoom into a different kind of gap. You have a packaged system. You have accounting. But can you control how much throughput the system demands at each scale? Today: the balanced-atom route.

Episode at a glance

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

Source anchors

• SB §17.3.2 Dissipative atoms and semigroup decay (label: def:ect-atom-ss)
• SB §17.3.1 Summary: slots and divergence consequence (label: sec:ect-summary)
• BC §4.5 Micro state and BGK-style dynamics
• TH §3.6 From action sequences to channels
• TH §3.1 Typing: theories (layers) and theory objects