Methodology

AI for judgement

AI interprets goals and trade-offs but may not invent facts or calculations.

Data for truth

Current claims must have an identifiable provider, source URL, period or validity date and retrieval timestamp. Missing means unknown, never zero.

Code for arithmetic

Calculations are versioned and tested. User-entered assumptions remain visibly distinct from observed data.