Layers 1–4
Ledger
Layers 1-4: claim-level uncertainty quantification and deterministic gate enforcement.
Where Ledger sits in the governed inference pipeline and how it connects to other modules.

Layers 1–4
Layers 1-4: claim-level uncertainty quantification and deterministic gate enforcement.
Where Ledger sits in the governed inference pipeline and how it connects to other modules.