Three independent pressures from three different fields all point at the same geometric object.

The thing humans find harder to read, LLMs find easier to reason about.

Set union on content-addressed grains is the merge function. Consensus is unnecessary.

Inhale: symbolic structure forms. Exhale: it dissolves, internalized, contradicted, superseded, or decayed.

Taste measures, rather than destructively filters. Hard rejection at entry would destroy the evidence.

No higher tier shall overwrite or compel convergence of a lower tier's held knowledge.