Use AI to explain a calculation while verifying the actual numbers with deterministic tools.
The model can explain a formula fluently and still put the decimal point in the wrong place. > The reframe: AI is the analyst's whiteboard, not the calculator of record. Ask for the formula, not just the answer For any calculation that affects money, staffing, pricing, or reporting, ask the model to show the formula, inputs, intermediate values, and final value. This turns a black-box answer into a checkable chain. If the model cannot name the denominator, it should not be trusted with the percentage. Verify in the tool that owns the number Recompute in Excel, Google Sheets, SQL, Python,…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in