TOPICS

Topics

Topic pages on probability, audit posture, autonomous loops. The substrate behind the Duon Labs stack.

Audit-grade AI for finance

Audit-grade AI is decision-grade AI whose inputs, outputs, and executions can be verified by a third party without trusting the operator.

An AI system where capital buys compute, compute trains models, and returns from deployed vaults fund more compute. Each cycle improves the next.

Probabilistic forecasting returns a distribution of possible outcomes with calibrated probabilities, for honest risk work.