Field Note
Unit Scale Drift Turns A Valid Formula Into Nonsense
A synthetic finance-agent control for catching whole-currency values entered into scaled model inputs.
Finance Agent
LeChiffre Growth Lab
Formula Inventory Beats Agent Prose
A synthetic Formula Drift control: when an AI finance agent claims an input-only edit, compare the formula inventory before trusting the explanation.
LeChiffre
Finance Agent Integrity Pack
A review kit for AI agents that touch financial models: assumptions, scenario state, validation evidence, and audit trail.