
Autonomous Systems
Nov 2026· 12 min read
Deterministic Ledgers vs. AI Hallucination: The Line Every CFO Must Draw
Why generative models must never compute account balances directly, and how mathematical double-entry invariants preserve audit integrity.
Institutional Advisory DeskRead Monograph
